FYS-STK4155/doc/LectureNotes/_build/html/searchindex.js

Search.setIndex({docnames:["additionweek42","chapter1","chapter10","chapter11","chapter12","chapter13","chapter2","chapter3","chapter4","chapter5","chapter6","chapter7","chapter8","chapter9","chapteroptimization","clustering","exercisesweek34","exercisesweek35","exercisesweek36","exercisesweek37","exercisesweek38","exercisesweek39","exercisesweek41","exercisesweek42","exercisesweek43","intro","linalg","project1","project2","schedule","statistics","teachers","textbooks","week34","week35","week36","week37","week38","week39","week40","week41","week42","week43","week44"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["additionweek42.ipynb","chapter1.ipynb","chapter10.ipynb","chapter11.ipynb","chapter12.ipynb","chapter13.ipynb","chapter2.ipynb","chapter3.ipynb","chapter4.ipynb","chapter5.ipynb","chapter6.ipynb","chapter7.ipynb","chapter8.ipynb","chapter9.ipynb","chapteroptimization.ipynb","clustering.ipynb","exercisesweek34.ipynb","exercisesweek35.ipynb","exercisesweek36.ipynb","exercisesweek37.ipynb","exercisesweek38.ipynb","exercisesweek39.ipynb","exercisesweek41.ipynb","exercisesweek42.ipynb","exercisesweek43.ipynb","intro.md","linalg.ipynb","project1.ipynb","project2.ipynb","schedule.md","statistics.ipynb","teachers.md","textbooks.md","week34.ipynb","week35.ipynb","week36.ipynb","week37.ipynb","week38.ipynb","week39.ipynb","week40.ipynb","week41.ipynb","week42.ipynb","week43.ipynb","week44.ipynb"],objects:{},objnames:{},objtypes:{},terms:{"0":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,30,31,33,34,35,36,37,38,39,40,42,43],"00":[1,2,6,7,10,12,33,34,35,39,40,41,42,43],"000":[2,4,10,41,42,43],"0000":10,"00000":[10,38],"000000":[6,12,34],"00000000e":[6,34,39,40],"00000262":[],"00001":38,"00001365":[],"00001572":[],"00001716":[],"00001976":[],"00002":38,"00002192":[],"00002276":[],"00002505":[],"00002585e":[],"00002833":[],"0000293":[],"00003":38,"00003022":[],"00003645":[],"00003694":[],"0000375":22,"00003828":[],"00004164":[],"00005":38,"00005688":[],"00005799":[],"00006114":[],"00007":38,"00007706":[],"00007738":[],"00007964":[],"00008335":[],"00009":38,"00009004":[],"0001":[2,18,41,42,43],"00010067":38,"00010366":[],"0001079":[],"00011562":[],"00011577":[],"00011851":[],"00012":38,"00012565":[],"00013464":[],"00013622":34,"000137":[],"00013938":[40,41],"00013955":[],"00014166":[],"00014631":[],"00015394":[],"00015678":[],"00016062":[],"00016449":[],"00016535":[],"00016719":38,"00017038":[],"00017395":22,"00017733":[],"0001775":[],"00017937":[],"00018":38,"00018053":[],"00018212":[],"00018256":[],"00018576":[],"00018651":[],"00018876":[],"00019258":[],"0001984":[],"00019998":6,"0002065":[],"00021147":[],"00021259":[],"00021270681344726395":[],"00021284":[],"00021633":[],"00021771":[40,41],"00021916":[],"000225":38,"00022969":[],"00023":38,"00023102":[],"00023414":[],"00023813":[],"00023978":[],"00024087":6,"00024388":[],"00024415":[],"00024755":[],"00024787":[],"00024929":38,"00025662":38,"00026005429911763394":10,"00026549":[],"00026784":[],"000269":[],"00027188":[],"0002762":38,"00027746":38,"00027944":[],"00028":38,"00028167":38,"00028359":[],"00028402":[],"00028552":[],"00028632":[],"00028825":[],"0002889":39,"00029012":6,"00029157":22,"0002926":[],"00030094":[],"00030102":[],"00030132":[],"00030601":38,"00030793":22,"00030827":[],"00031208":38,"00031272":[],"00031321":[],"00031535148309577417":[7,35],"0003153514830958095":[7,35],"00032019":[],"00032543":[],"00032566":[],"00032933":39,"00033415":[],"00033562":[],"00033679":[],"00033904":38,"00034006":[40,41],"00034021":22,"00034132":[],"00034209":[],"00034576":38,"00034688149480437765":[],"00034944":6,"00034953":[],"00035214":[],"00035483":[],"00035708":[],"00035912":[],"0003593":22,"00036464":[],"00036566":[],"00036631":39,"00036687":[],"00036797":[],"0003701342170783489":[],"00037288":[],"00037398":[],"00037564":38,"00037737":[],"00038191":39,"00038309":38,"000387":[],"00039072":[],"0003919793592273513":[],"00039632":[],"00039697":22,"00039821":[],"00040218":[],"00040516":[],"00040743":39,"00041241":[],"00041514":34,"00041619":38,"000417932":[],"00041883582579717597":[],"00041925":22,"00042037":[],"00042072":[],"00042089":6,"00042093":38,"00042436":[],"00042444":38,"00042479":39,"00042721":[],"00042725":[],"00042767357088773335":[],"00042947":[],"00043701":[],"0004377":[],"0004388":[],"0004394":[],"00044":38,"00044937":[],"00045318":39,"00045414":[],"00045472":[],"0004586":[],"00045923":[],"00046006":38,"00046111":38,"00046319":22,"000464088":[],"00046616":[],"00046631":[],"00046845":22,"00046916":[],"00047025":38,"00047248":39,"0004736":[],"00048158":[],"00048166":[],"00048407":[],"00048474":[],"00048499":[],"00048919":22,"00048955":[],"0004932":[],"00049344":[],"00049449":39,"00049636":[],"00049754":[],"00049905":[],"00050406":39,"0005044":22,"00050627":[],"00050694":6,"00050952":[],"00051088":38,"00051916":[],"00052051":[],"00052102":38,"00052553":39,"00052874":[],"00053001":[],"00053118":[40,41],"00053122":[],"00053635":[],"00053775":[],"00053797":[],"00053824":[],"00054047":22,"00054387":[],"00055112":[],"00055189":[],"0005546012958340718":26,"00055695":[],"00056065":39,"00056093":[],"00056337":[],"00056414":[],"00056603":38,"00056637":[],"0005708":22,"00057256":[],"00057362":[],"00057726":38,"00057772":[],"00058016":[7,35],"00058453":39,"00059105":[],"00059247":[],"00059681":[],"00059703":[],"00059734":[],"00059993":[],"00060":38,"00060704":7,"00061058":6,"00061352":[],"00061711":[],"00061724":[],"0006236":39,"00062457":[],"00062592":7,"00062668":[],"000626681519836":[],"00062713":38,"00063063":22,"00063236":[],"00063362":36,"00063866":36,"00063957":38,"00063965":[],"00064081":[],"00064272":[],"00065016":39,"00065041":[],"00065276":[],"00065307":[],"00065505":[],"00066091":[],"00066259":[],"00066293":[],"00066395":[],"00066602":22,"00066668":[7,35],"00066798":[],"00067008":38,"00067192":[],"00067567":[],"00067793":[],"00068042":[],"00068056":[],"00068091":36,"00068734":[7,35],"00069":38,"00069123":7,"00069361":39,"00069482":38,"00070146":22,"00070819":[],"0007086":38,"00071003":[],"00071092":[],"00071724":[],"00071918":[],"00072315":39,"00072457":[],"00072527":[],"00072563":[],"00073144":[],"00073534":[],"00073541":6,"00073571":[],"00073584":22,"00073643":[],"0007373":[],"00074274":[],"00074692":[],"00074747":[],"00075296":[],"00075590":36,"00076202":38,"00076495":[7,35],"00076521":[],"00076908":7,"00076983":38,"0007698473260556325":[7,35],"0007698473260556343":[7,35],"00077149":39,"00077369":[],"00077389":[],"00077713":22,"000783":[],"00078324":[],"00078509":38,"00078941":34,"00079125":7,"00079237":[],"00079623":[],"00079904":36,"00079968":6,"00080345":[],"00080435":39,"00080497":[],"00080683":[],"00081607":[],"00081649":[],"00081693":[],"00082235":[],"00082292":[],"00082366":[],"00082916":[],"0008297":[40,41],"0008297120772365539":[],"00083022":[],"00083355":36,"0008415":[],"00084215":[],"00084244":[],"00084381":[],"00084707":7,"00084831":[],"00085292":38,"00085774":[],"00085811":39,"00085859":22,"00085892":7,"00086675":[],"00086984":38,"00087102":[],"000873":[],"00087697":[7,35],"00088573":6,"00088848":[],"00089171":[],"00089193":36,"00089465":39,"00090567":[],"00090614":[],"00090666":[],"00090678":22,"00091307":[],"00091707":[],"00092668":[],"00092678":7,"0009282":[],"00092898":36,"00093243":[],"00093356":[],"00093864":[],"00093994":[],"00094163":[],"00094353":[],"00094499":38,"00094587":[],"00094737":[],"00095127":[],"0009532583857747255":[],"00095445":39,"00095488":[],"00095624":[],"00096183":[],"00096314":6,"00096373":38,"00096685":[],"00096829":[],"00097416":[],"00097604":[],"00097839":[],"0009806":[],"00098376":[],"00098501":[],"00099032":39,"0009951":39,"00099778":[],"0009983":[],"00099892":[],"00099936":[],"001":[2,3,9,14,18,23,35,37,38,41,42],"00100081":[],"00100183":22,"00100202":[],"00100423":[],"00100511":[],"00100519":[7,35],"00100546":[],"00100563":[],"00100913":[],"00101555":[],"00102711":[],"00103024":[],"00103819":[],"00103867":[],"001047":38,"0010479245693919886":[7,36],"00105081":[7,35],"00105724":[],"00105805":22,"0010597":[],"00106161":39,"00106654":[],"00106677":6,"00106776":38,"00107405":[7,35],"00107739":[],"00108":38,"00108146":[],"0010827":[],"00108471":[],"00108622":[],"00108673":[],"00108998":[],"00109354":[],"00110057":[],"00110396":[],"00110643":[],"001106660107757":[],"00110682":39,"00110721":[],"00110783":[],"00110867":[],"00111547":[],"00111564":[],"00111605":[],"00111756":[7,35],"00111809":[],"001123":[],"00113116":[],"00114401":[],"00114451":[],"00114855":[],"0011526":[7,35],"00115455":[],"00115508":[],"00115631":38,"00115999":6,"00116001":38,"00116737":[],"00116754":[],"00116896":22,"0011808":39,"00118299":[],"00118302":38,"00118584":7,"00118642":[],"00118705":39,"00119688":36,"00119865":[],"00119876":[],"00120071":[],"00121256":[],"00121712":[],"00121925":[],"00122762":[],"00123109":39,"00123456":22,"00123795":[],"00123858":[],"0012394":[],"00124283":[],"00124429":[],"00124738":[],"00124891":[],"00125057":[],"00125802":[],"00126053":38,"001268544905013411":[],"00126936":[],"00127606":[],"00127645":[],"00128394":[],"00128453":[],"00128479":6,"00128523":38,"00128634":[],"00128778":[],"00129209":[],"00129599":[40,41],"00129899":[],"0013052":[],"00130648":[],"00130885":[],"00131072":38,"00131337":39,"001323":[7,35],"00132494":[],"00133595":[],"00133638":[],"00134264":[],"00134424":[],"00135176":[],"00135206":34,"00135237":[],"00135922":[],"00136125":[],"00136398":22,"00136931":39,"00137387":[],"00137458":[],"00137814":7,"0013839":[],"00138835":[],"00139195":[],"00139705":6,"00139918":[],"00140184":[],"00140253":[],"0014028":[],"00140846":36,"00141724":[],"00141727":38,"00142146":[],"00142396":38,"00142784":[],"00142849":[],"00142986":[],"00143013":[],"00143102":[],"00143164":[],"00143246":[],"00143869":[],"00144052":22,"0014423":[],"00144539":38,"00144622":[],"0014522":38,"00145445":[],"0014593":[],"00146083":39,"001468":[],"00146807":[],"0014719":[],"0014785":[],"00148216":[],"00148663":[],"00149173":[],"00149311":[7,35],"00149679":[],"00149956":[7,35],"00151204":[],"00151416":[],"00151426":[],"00152117":[7,35],"00152182":[],"00152305":39,"00152471":[],"0015255":[],"00152602":[],"00154115":[],"00154733":6,"00154737":[],"00154853":36,"0015552":[],"00155695":[],"00156145":[],"00156374":7,"00157005":[],"00157346":[],"0015752":[],"00157766":38,"00157826":[],"00158":38,"00158427":[],"00158786":[],"00158859":[],"00159152":22,"0016017":[],"00160314":[],"00160895":38,"00161463":[],"0016202":[],"00162167":[],"00162485":39,"00162812":[],"00162921":[],"00163159":[],"00163548":[],"0016396":[],"00163967":[],"00164501":[],"0016472":[],"00166119":[],"00166652":[],"00166889":[],"00167058":[],"00167329":38,"00167406":[],"00168084":22,"00168251":6,"00168427":[],"00168745":[],"00169":38,"00169056":[],"00169212":[],"00169299":[],"00169405":39,"00170579":[],"00170809":[],"00170913":[],"00171047":[],"00171171":[],"00171307":[],"00171326":[],"00172034":[],"00172865":[],"00173182":[],"001732":[],"0017421":[],"00174276":[7,35],"00174459":[],"00174738":[],"00174743":[],"00174795":38,"00174884":[],"00175331":[7,35],"00176582":[],"00176663":[],"00177336":[],"00177426":[],"00177485":[],"00178263":38,"00178669":[],"00178952":[],"00179288":[],"00179419":[],"001795":[],"00180673":38,"00180727":39,"00180834":[],"00181885":[],"00182423":[],"0018310257999764163":[],"00183119":[],"00184147":[],"00184571":[],"00185703":22,"00185976":[],"00186052":[],"00186347":6,"00187032":[],"00187415":[],"00187791":[],"00187876":[],"00187888":[],"0018798":[],"001880":6,"00188134":[],"00188425":39,"00188909":[],"00189016":[],"00189522":[],"0018954":[],"00189778":[],"00190952":[],"00191076":[],"00192114":[],"00192154":[],"00192165":[],"00192879":[],"00193326":[],"00193661":38,"00195147":[],"0019575":[],"00196125":22,"00196365":[],"00196372":[],"00196462":[],"00196725":[],"00196801":[],"0019685":[],"00196852":[],"00197431":[],"00197505":38,"00198129":[],"00199645":[],"00200":9,"00200982":[],"00201018":39,"00202433":[40,41],"00202532":[],"00202624":6,"00202756":[7,35],"00202904":[],"00203961":[],"0020489":[],"00206234":[],"00208188":38,"0020841":[],"00208517":[],"00208828":[],"0020899":[],"00209403":[],"0020958":39,"00210035":[],"00210569":[],"00211332":[],"00211418":[],"00211555":[],"00211924":[],"00212766":[],"00213716":[],"00213888":[],"00214288":[],"0021452":[],"00214559":38,"0021527":[],"00216162":[],"00216458":[],"00216684":22,"00216881":[],"00216938":[],"00217143":[],"00217326":[],"0021741":[],"00217499":[7,35],"00217968":[],"00218058":[],"00218381":[],"00218481":[],"002186":[],"00218794":[],"00218823":38,"00219195":36,"00220013":[],"00220472":[],"00223587":39,"00223857":[],"00224413":6,"00224491":[],"00224638":[],"0022476":[],"00225136":[],"00225842":38,"00225914":[],"0022626":[],"00226433":[],"00228042":[],"00228740":7,"00228844":22,"00229111":[],"00230059":[],"00230078":[],"00230308":[],"00230805":[],"00231293":[],"00231412":[],"00232455":[],"00232963":[],"0023311":39,"0023327":[],"0023548":[7,35],"00236284":[],"00236918":[],"00237699":38,"002381316302584885":[7,35],"0023813163025848865":[7,35],"00238951":[],"0023941":[],"00240001":[],"00240524":[],"00242441":38,"0024271":[],"00242856":[],"00242954":36,"00242967":[],"00242999":7,"00243186":[7,35],"00243835":[],"0024401":6,"00244459":[],"002446":[],"00244871":[],"00246657":[],"00248232":[],"0024869":39,"00248779":[],"00249126":[],"00249435":[7,35],"0024984":26,"00250108":39,"00250697":[],"00250787":[],"0025089":[],"00251359":[],"00252192":[],"00252832":22,"00253034":[],"0025349":[],"00253932":[],"00254671":[],"00254966":[],"00254973":[],"00256001":[],"00256537":[],"00256622":[],"00256688":[],"0025682":[],"00257269":[],"00259283":39,"00259434":[],"00259997":[],"00260527":[],"00260839":[],"0026126":[],"00263266":[],"00263296":38,"00263638":[],"00263755":[],"00263812":[],"00264":38,"00264181":[],"00264795":[],"00266199":[],"00266858":[],"00267021":22,"00267419":[],"00268602":38,"00270073":[],"00270197":[],"00270244":6,"00270262":[],"00272337":[],"00274212":[],"002743":[],"00274676":[],"00274989":[7,35],"00275212":[],"00275768":[],"00276424":[],"0027661":39,"00279284":[],"00279722":[],"00282226":[],"00282302":38,"00282498":[],"00282501":[],"0028262":[],"00283324":[],"00284402":[],"00284525":[],"0028473":[],"00284866":[],"00284871":[],"00285017":[],"00285068":[],"00286091":[],"00286836":[],"0028725":[],"00288198":[],"00288393":39,"00288656":[],"00288666":[],"00289724":[7,35],"00290055":[],"00290316":[],"00290613":[],"00291535":38,"0029276":[],"00292882":[],"00293201":[],"00293758":[],"00293838":6,"00294614":[],"00295011":22,"00295372":[],"00295713":[],"00297571":38,"00297928":[],"00298783":[],"00299754":[],"00300342":[],"00300479":[],"00300908":[],"0030094":[],"00302509":[],"00302547":[],"00303686":[],"00307265":[],"00307663":39,"00307704":[],"00309418":[],"00309594":[],"00309834":[],"00310113":[],"00311085":[],"00311567":22,"00312361":[7,35],"00315124":[],"00315593":7,"00316149":[],"003162":[40,41],"00316311":[],"00316452":[],"00318725":[],"00319571":[],"00319695":[],"0031986":[],"00319887":[],"00320702":[],"0032077":39,"0032153180657605116":[7,36],"00322456":38,"00323332":[7,35],"0032382":[],"0032542":6,"00325450":36,"00325635":[],"00326062":[],"00326986":[],"00327104":[],"00327555":[],"00327797":[],"00328539":[],"0032882":[],"00329131":[],"00329616":38,"00329927":[],"00330046":[],"003301":[7,35],"00330245":[],"00331168":[],"00331927":[],"0033213":[],"00334002":[],"00334047":[],"00334155":[],"00334797":[],"00335101":[],"00335174":[],"00335444":30,"00337016":[],"00339014":[],"00339369":[],"0033955154592040936":[7,36],"00340452":[],"00342132":[],"00342194":39,"00342565":[],"0034318":38,"00344192":[],"00344227":22,"00344887":[],"00347534":[],"00348246":[],"00348281":[],"00348553":[],"00348761":[],"0034881":[],"0035086":[],"00351039":[],"00351649":[],"00352046":[],"00352089":[],"00352878":38,"00353823":6,"00353938":[],"00354483":[],"00355323":[],"00355583":34,"00355614":38,"00355788":26,"00356356":[],"00356549":[],"0035678":39,"00359628":[],"0036035":[],"00360867":[],"00361046":[],"0036237":[7,35],"00363545":22,"0036367":[7,35],"00363823":[],"00364159":[],"00364235":[],"00364967":38,"00365819":[],"00366866":[],"00368369":[],"00369201":[],"00369236":[],"00369758":[7,35],"00369852":[],"00370353":[],"00371011":[],"00371435":[],"00371605":[],"00371656":[],"0037314":[],"00373511":[],"00377111":[],"00377231":[],"00377286":[],"00379682":[],"0038022":[],"00380258":[],"00380578":39,"00381349":[],"00382137":[],"0038287":[],"00383048":[],"0038335":[7,35],"00385557":[],"00385989":[],"00387671":[],"00387917":[],"00388071":[],"00389038":38,"00389382":[],"00389577":[],"003909404072811226":[7,36],"00391839":6,"00392402":[],"0039259":[],"00392639":[],"00392691":[],"00392853":[],"00392895":[],"0039455":[],"00396815":[],"00396824":39,"00397085":[],"00398429":[],"00398499":[],"00399354":[],"00399388":[],"00399521":[],"0039987":[7,35],"00399972":[],"004":[6,35,36],"00401653":22,"00403677":38,"00404166":[],"00405576":[],"00405581":[],"00406466":[],"00406952":[],"0040792":[],"00408":38,"00408609":34,"004091940707753939":[7,36],"00410183":[],"00410387":[7,35],"00410478":7,"00410974":[],"004113634617443131":[7,34,35],"00411363461744314":[7,34,35],"004113634617443147":[7,34,35],"0041148":[],"00411514":[],"00412":38,"0041283":[],"00413064":[],"00413253":[],"00414684":[],"00415405":[],"00415497":[],"00415598634586135":[7,36],"00416103":38,"00416704":[],"00418347":[],"00418664":[],"00420072":36,"00420536":[],"00421124":[],"00422259":[],"00423202":39,"00424194":22,"00424491":[],"00424909":[],"00424967":[7,35],"00425036":[],"00426027":6,"00426902":[],"00427191":[],"0042739":[],"00429456":[],"0042992":38,"00431893":[],"00432069":[],"00432129":[],"00432337":[],"00432864":[],"00433264":[],"00433417":12,"00434043":[],"00434704":[],"0043587":[],"00437846":[],"00438318":[],"00439674":[],"00440346":[7,35],"00441065":[],"00441097":38,"00441336":39,"0044202":[],"00442091":[],"004423":[],"00443629":[],"00443743":[7,35],"00444806":[],"0044505":38,"00445186":38,"0044547":[],"00445655":12,"00448":34,"00451186":[],"0045162":[],"00453377":[],"00455966":[],"00456562":[],"00457441":[],"00457599":[],"004578":[],"004579219539673834":[7,36],"00458083":[],"00458631":[],"00458878":[7,35],"0045909":[],"00459357":[],"00459568":[],"00460917":[],"004610275230656212":[7,36],"00461571":[],"00462287":[7,35],"00462662":[],"00463124":[],"00463246":[],"00464677":[],"00465099":36,"0046544":[],"0046741":[],"00468658":22,"00468914":[],"00470102":[],"004704":39,"00470879":[],"00471617":[],"00471782":6,"00472199":7,"00472276":[],"00472512":[7,35],"00472792":[],"00473136":[],"00473744":[],"00474898":[],"00476012":38,"00478417":[],"0047956":[],"00479764":[],"00480881":[],"00481334":[],"00483798":[],"00483858":[],"00485232":[],"00485699":34,"00486797":[],"00487029":38,"00489203":[],"00490765":39,"00493903":[40,41],"00494959":22,"00494984":[],"0049544":[7,35],"00497544":[],"00497706":[],"00497837":35,"00498004":[],"00498065":[],"00498243":[],"00498263":[],"00499474":[],"004999999999999987":[],"004999999999999989":[],"004999999999999991":[],"004999999999999996":1,"004999999999999998":[],"005":[],"005000000000000001":[],"005000000000000009":[],"00500716":[],"00502886":[],"00503732":[],"00503932":[],"0050554":[],"00505872":[],"00507014":[],"00507531":[],"00508636":[],"00509128":38,"00510408":[],"00510839":[],"00511073":[],"00512149":[],"00512599":[],"00512927":6,"00513051":[],"00514007":[],"00514817":[],"00515165":[],"00515181":[],"00515889":[],"00516067":[],"00517114":[7,35],"00517673":[],"00518116":[],"00518242":[],"0051879":[],"00519717":[],"00520618":[],"00520752":[],"00520911":38,"00521014":[],"00521037":[],"00522055":[],"00522268":39,"00523259":[],"00523549":[],"00523789":[],"00525279":[],"00525303":[],"00525734":[],"00526145":[],"00526348":[7,35],"00527578":[],"00528252":[],"0053018":[7,35],"00531268":[],"00532167":[],"00532314":[],"00534541":[],"00536751":[],"00537955":[],"00539563":[],"00541422":[],"00541941":[],"00544547":38,"00545269":34,"00545499":39,"00546503":[],"00546839":22,"00546963":[],"00547113":[],"00547332":[],"00550187":[],"00550901":34,"00551372":38,"00551695":[],"00551716":[],"00552462":[],"00554202":[],"00554552":[7,35],"00554707":[],"00555576":[],"00556826":[7,35],"0055687":[],"00556946":[],"0055715":38,"00557155":[],"00557893":[],"00558145":[],"00559722":[],"0055997":[],"00560098":[],"00560316":[],"00561212":[],"00561262":[],"00562142":[],"005643":[],"00564344":[],"00564365":38,"00564874":[],"00566707":[],"00566909":[],"00567103":[],"00567869":[],"0056799":6,"00568091":[],"00568352":[],"00569512":[],"00570059":[],"00570321":[],"0057065":[],"005708":[],"00570826":[],"00571352":[],"00571565":[],"00571608":[],"00571884":[],"00572613":[],"00573236":[],"00573661":[],"00573681":[],"00573727":[],"00574735":[],"00575681":[],"00576997":[],"00577229":[],"00577307":34,"00577528":22,"00578067":39,"00578449":[],"00578809":[],"00579114":[],"00579953":[7,35],"00579972":[],"00582034":[],"0058243":38,"00582904":[],"00582949":[],"00585143":[],"00586355":[],"00588657":[7,35],"00588836":[],"00590379":[],"00590456":[],"00590621":34,"0059267":[],"00593362":[],"00594949":[],"0059591":38,"00597698":[],"00598464":[],"00598510e":[],"00599216":[],"00600791":[],"00602064":[],"0060439":[],"00605646":39,"00605833":[],"00606112":[],"00606382":[],"00607072":[],"00607165":[],"00607783":7,"00609802848297877":[],"0061078":[],"0061084":[],"006150":[],"00615047":[],"006162":[7,35],"00617221":[],"00617261":[],"00617499":6,"0062202":[],"00622617":[],"00622949":38,"00623535":[],"00625051":[],"00625222":[],"00625572":[],"00625672":[],"00627115":[],"00627746":[],"0062968":[],"00630331":[7,35],"00630802":[],"00631759":[],"00632049":[],"00632251":[],"00633289":[],"00634299":[],"00634466":39,"00634575":[],"00635016":[],"006352536528464608":[],"00635621":[],"00636586":[],"00636951":[],"00637188":[],"00637367":38,"00638056":22,"0063878":[],"00640931":[],"00641423":[],"00642221":[7,35],"00642673":34,"00642737":[],"0064349":[],"00644":38,"0064472":35,"00645121":[],"00647029":[],"00648847":[],"00652804":34,"00652931":[],"00653725":[],"00654058":[],"00654406":[],"00654835":[],"00654864":[],"00656079":[],"00657032":[],"00657601":[],"00659604":[],"00660427":[7,35],"00663179":[],"00664787":34,"00666287":38,"0066645":[],"00667611":[],"00669649":[],"00670354":39,"00672471":[],"00672505":[],"00672607":[7,35],"00672654":[],"00673407":[7,35],"00673693":[],"00673864":22,"00674158":[],"00676256":[],"00676387":[7,35],"00677215":[],"00679013":[],"00680029":[],"0068011":[7,35],"00680217":39,"00681708":38,"00682686":[],"00683102":[],"00683748":6,"00683875021199284":[],"00683964":[7,35],"00684494":34,"00685287":[],"00687309":[],"00688012":[],"00688182":[],"00689214":38,"00691012":[],"00691271":[],"00692345":[],"00693334":[],"00693613":[],"00694315":[],"0069435":[],"00695371":[],"00696127":[],"0069668":[],"00697033":[],"00698568":[],"00700361":[],"00701382":[],"007024126888938232":[7,36],"00702562":[],"00702721":[],"00702885":[],"00703349":34,"00703651":[],"00709346":[],"00709577":[],"007096":[],"00710152":[],"0071129":[],"00711457":[],"00712219":[],"0071264":38,"00715512":[],"00717018":[],"00719176":[7,35],"007211":[],"0072114":[],"00721287":[],"00722437":[],"00723172":[],"00724144":[],"00724303":[],"00725498":[],"00727646693":[1,33],"00729134":38,"00729266":39,"00731149":[],"00731392e":[],"007315":34,"00732483":[],"00732665":[],"00733216":[],"00733969":[],"00735068":[],"0073544":[],"00735757":39,"00736737":[],"007370297974992432":[],"007373805280423706":10,"00737863":[],"00738299":[],"00738983":[],"007390":[],"00740723":[],"00740838":[],"00741349":[],"0074331":6,"00744471":22,"00745015":[],"00746317":[],"00747773":[],"00748862":[],"00752703":[],"00753078":[],"00753289":[],"00754823":[],"007557567939261264":[],"00755917":[],"00757359":[],"00759119":7,"00759427":[],"00761224":[],"00761546":[],"00761755":[],"00762217":38,"0076268":23,"00763764":[],"00764333":[],"007658477904313023":[],"00767649":34,"0076989":[],"00770419":[],"00771475":[40,41],"0077313":[],"00774376":[],"00774514":34,"00774948":[],"00777619":[],"00778316":[],"00778706":34,"00778835":[],"00779859":38,"00781297":[],"00781304":34,"00781659":[],"00781853":39,"00781918":36,"00782481":[],"007840665517467031":30,"00784099":[],"00784393":[7,35],"00784531":[],"00785065":[],"0078625":22,"00786896":[],"00788811":39,"00789262":[],"00791263":[],"00791445":[],"00792032":[],"00796116":[],"0079634":[],"00798909":[],"00799475":[],"00800011":[],"00800661":26,"00801346":[],"00802302":[],"00802792":[],"00803064":[7,35],"008043811612683473":[],"00805074":36,"00806447":[],"00809364":[],"00810345":[],"00812316":[],"00812487":[],"008128643056242772":[],"00813033":[],"00813523":[],"00813803":7,"00814422":[],"00815244":38,"0081568":[],"00816675":[],"00817631":[7,35],"00818251":[],"00819774":[],"00819875":[],"00821525":[],"00823002":6,"008230739628188457":[],"00827534":[],"00827728":[7,35],"00828121":[],"00829346e":[],"00831018":[7,35],"00834112":38,"00834567":[7,35],"00836649":[],"008377169630073601":[],"00838232":39,"00838255":[],"00838555":[],"00840184":[],"00841458":26,"00842216":[],"00842507":[],"00843317":[],"00845692":39,"00847367":[],"00848586":[],"00848739":[],"00848904":[7,35],"0085":7,"00851785":34,"0085274606925055":[],"00853302":[],"0085392":[],"0085548":[],"008560581831215528":[],"0085639":[],"008574628106492125":[],"00857702":[],"00858857":[],"00859693":[],"00860892":[],"00861192":[],"00861518":38,"00861563":[],"00864664":[],"00865335":[],"0086649156":[1,33],"00866766":[],"0086714":[],"00867406":[],"008675369724975977":6,"00868581":22,"0086885":[],"00868866":[],"00869259":[],"00870208":[],"00871267":[],"00871959":38,"00871967":[],"00872006":[],"00872869":[],"00873267":[],"00875286":[],"008753288788081405":[],"00877737":[],"00877816":[],"00877892":[],"00878815":[],"00881749":[],"00881939":[],"00885858":[],"00886253":[],"00887262":[],"00888634":[],"00889027":[],"00889475":[],"00891351":[],"00891702":[],"0089204":[],"0089214":38,"00893112":[],"00893649":[],"00894639":6,"00896253":[],"00898223":[],"00898675":39,"00899025":[],"008994":[],"0089987":[],"00900007":[],"00901661":[],"00903778":[],"00904514":[],"00905423":[7,35],"00906674":39,"0090724":[],"009077":6,"00907717":6,"00908537":[],"009134699065945493":[],"00914684":34,"00914784":[],"00915723745398148":34,"009163470508352218":6,"009164545680330616":[7,36],"00917248":[7,35],"00917325":22,"00917694":[],"00917881":[],"00918064":34,"00919984":[],"00920294":[],"009211602191395454":[],"00921748":[],"00922097":[],"00922905":[],"00923082":[],"00923474":[],"00925406":38,"009277782622954527":[],"00930146":[],"00930457":[],"00931621":[],"00931882":[],"0093262":38,"009338082195270294":[],"00934327e":34,"00934499":[7,35],"00935737":[],"00935742":[],"00938275":[],"00939407":[],"009396472959497925":[],"009397356386856284":[],"00939922":[],"00940611":[],"009410131112671444":34,"00942574":[],"00943026":[],"00943959":[],"00948452":[],"0095":[],"00951885":[],"00952138":[],"00954206":38,"00955125":[],"0095585":[],"00956827":[],"00958615":[],"00959357":[],"00960705":34,"00961612":[],"0096208":[7,35],"00962196":[],"00963478":39,"00963683":[],"00964128":[],"00964129":[],"00965205":[],"00965904":[],"00966192":[],"00966668":[],"0096667":[],"00968268":[],"00969608":[],"00969623":[],"00970059":[],"00970896":[],"00971344":[],"00972053":39,"009724998242604404":34,"00972948":[],"00974758":[],"00978267":[],"00979031":[],"00979357":[],"00982052":[],"0098443":[],"009880124918446542":[],"00988081":[],"00988356":[],"00988992":[],"00989118":[],"00989834e":[],"00990475":6,"00991812":[],"00992331":[7,35],"0099499":[],"00995699":[],"00996754":[7,35],"00996762":[],"00997215":[],"00997502":38,"00997697":[],"009998596494598343":[],"01":[0,1,2,3,6,7,10,12,14,18,22,32,33,34,35,38,39,40,41,42,43],"010018312644137363":[7,36],"01003519":[],"01003651":[],"01006":38,"01006224":[],"01006335":[],"01006984":[],"0100706":[7,35],"01008116":[],"01009321":[],"01009372e":39,"01009625":[],"01013106":[],"01013233":22,"01013849":[],"01014331":[],"010148621093080332":[],"01016442":[],"01016493":[],"01016961":[],"010175219431920396":[],"01018089":[],"01018465":[],"01019212":[],"01020588":38,"01024875":[],"01027183":[],"01027671":[],"01028953":[],"01029828":[],"01031":38,"01032298":[],"01032533":[],"01032953":39,"010331721306655127":[7,36],"010348289064969316":[],"01034877":[],"01035006":[],"01039355":[],"01039879":[],"01039977":[],"010405448150048726":[],"01042146":39,"010421875":43,"01044475":[],"01045576":[],"01048771":[],"010516485576645508":[7,36],"01054406":[],"01055384":[],"01055538":[],"0105667":[],"01057961":[],"0105836":[],"01059242":[],"01060492":[],"010612904886352397":[],"010638334964957053":[],"01064258":[],"01066519":[7,35],"01066897":38,"01067432":[],"01069799":[],"01070096":22,"01070103":[],"01070717":[],"01071876":[],"01074379":[],"01074493":[],"0107497":[],"01075018":[],"01076611":6,"01076897":38,"0107744":[],"01078008":[],"01080465e":[],"01084359":[],"01085261":[],"01085571":[],"01086401":[],"01086733":[],"01087815":[],"01089212":[],"01091589":38,"01093529":[],"01093553":[],"01094916":[],"01095403":[],"01097287":[],"01098247":[],"0109944":[],"01099776":[],"0110":30,"0110055":33,"011011355570628998":[],"01101198":[],"01102311":[],"01102737":[],"01105668":[],"01105813":[],"0110602":[],"01107333":[],"01107438":39,"011076219011379514":[7,36],"01109809":[],"01109955":[],"01112157":[],"0111346":[],"01115456":[],"011156605304609659":[],"01116732":[],"01117294":39,"01118392":[],"01119357":[],"01119504":[],"01119738":[],"01119981":[],"011208613520466846":[],"01120918":34,"011225":[],"01123792e":[],"01127138":[],"01127942":[],"01129178":[],"01129731":[],"0113104":[7,35],"01131771":[],"01131825":[],"01133846":[],"01133903":[],"01135511":[],"01135642":[],"01136346":34,"01140194":[],"01140307":[],"01141029":34,"01141119":38,"01142354":[],"01146165":34,"01146857":[],"01147217":34,"01149099":[],"01149386":[],"01149735":[],"01150437":[],"01151556":[],"01153142":[],"01153294477941533":[],"0115357":[],"01154365":[],"011594819155615":[],"01161645":[],"01163942":[],"01167316":[],"0116753":38,"01167598":[],"01169016":[],"01169528":[],"01171276":[],"01172319":[],"01173863":[],"01174937":[],"01176967":[],"0117786":[],"01178583":[],"01178857":[],"01179128":[],"01179415":[],"01179792":[7,35],"01180564":[],"01180692":[],"01181458":[],"01181473":[],"01181553":22,"011818646101922625":[],"01187295":39,"011886":[],"01191824":6,"01192135":[],"01193263":[],"01194492":[],"01195336":[],"01196444":34,"01196506":[],"01197861":39,"01199378":[],"01199434":[],"01199741":[],"01203439":[],"01203668":[],"01205039":[40,41],"01206221":[],"012073649446193166":[7,36],"01207585":34,"01211133":[],"0121289":[],"01214076":[],"01214862":[],"01215461":[],"01216075":[],"01216231":[],"01216264":[],"0121639":[],"0121766":[],"01218403":[],"01218736":[],"01218739":[],"01219292":[7,35],"01220301":[],"01220505":38,"01222822":34,"01222848":[],"01222875":[],"01223198":[7,35],"01223754":[],"01229008":[],"01229102":[],"01229692":[],"01231917":[7,35],"01232071":[],"01232366":[],"0123263":[],"01234":[],"01234261":[],"01235079":[],"01235257":[],"01241284":[],"012423940191689783":[],"01244297":[],"01244551":[],"01247862":22,"01247909":[],"01248754":38,"01249445":[],"01249968":[],"01250964":[],"01257912":[],"01258423":[],"01259554":[],"01260207":[],"01261048":[],"01263474":[],"01265755":34,"012658":34,"01266855":[],"01266999":[],"01267007":35,"01267038":[],"0126711":[],"01267244":[],"01268737":[],"012687664954397":[],"01269131":34,"01269348":[],"01272102":[],"01272909":39,"01273648":[],"01276369":[],"01278044":[],"01280793":[],"01282028141098116":[],"01282563":[],"01284238":39,"01286909":[],"01287575":34,"01288787":[],"01289266":[],"01290661":[],"01290947":[7,35],"0129191":[],"01294476":[],"01294799":[],"01294954":[],"01295356":6,"01295569":[],"01299711":[],"01300036":[],"01303588":[],"01305415":38,"01311197":[],"013121574015585152":[7,36],"013121574015585155":[7,36],"01312585":[],"01315875":[],"01316233":[],"01316638":[],"01317824":[],"01318643":[7,35],"0132081":[],"01321707":[],"01322347":[],"01322434":[],"01322589":[],"01323341":[],"01323492":34,"01323523":[],"01326577":[],"01327148e":[],"01327475":[],"01328658":[],"01328972":[],"01329403":[],"01330851":34,"01331377":34,"01332832":[],"01333573":[],"01335628":38,"0134113":[],"01343464":[],"01343585":[],"0134434":[],"01346122":38,"01346635":[],"01347916":[7,35],"01348565":[7,35],"01348817":[],"01349244":[],"01353569":[],"01353638":[],"01355882":[],"01357366":[],"01359774":[],"01361517":[],"01364697":39,"01366555":[],"01367553":[7,35],"01368052":[],"01369614":[],"01370129":[],"0137297":38,"01373315":[],"01373484":[],"01374327":[],"01376216":[],"01376627":22,"01376843":39,"01377529":[],"01377545":[],"01380833":[],"01380957":[],"01383689":[],"01384583":[],"013846":[],"01386236":[],"01393427":[],"01393496":[],"01394224":[],"01395192":[],"01396231":38,"01397146":[7,35],"01399101":[],"01399457":[],"01399696":34,"01405935":[7,35],"01406777":[],"01408975":[],"01409478":[],"01414008":[],"01415781":[],"01416528":[7,35],"01418766":[],"01419341":[],"01420773":[],"0142117":[],"01425384":[],"01427038":[],"01427864":[],"01428546":38,"01429853":[],"01433606":[],"01433809":6,"01438804":[],"014394967608286841":[],"0144045":[],"01440748":[],"01441661":[],"01442378":[],"01442732":[],"01442817":[],"01443283":[],"014436800088904942":[7,36],"01444013":[],"01444966":[],"0144623":[],"01449782":[7,35],"01453883":22,"01454469":[],"01455301":[],"01455304":[],"014565":[],"01456865":[],"01457889":[],"01458337":[7,35],"01458483":[],"014586":34,"01458611":34,"01459912":[],"0146081":[7,35],"01462254":[],"01463049":[7,35],"01463104":39,"01463112":[],"01464686":[],"01466839":[],"01471973":[],"01473588":[],"01473759":[],"01476125":39,"01476927":[],"01478037":[],"01479672":[],"01480212":[],"01480256":[],"01480927":[],"014896":34,"0149275":[],"01493365":38,"014934":38,"01493602":34,"01494559":[],"01498697":[],"01499192":[],"01499389":[],"01499559":[],"01499589":[],"01504759":[],"01506354":[],"01507202":[],"01507238889517706":[7,35],"01507238889517717":[7,35],"01508864":[],"01509793":[],"015101938515449663":[],"01511937":38,"01512884":[],"01515818":[],"01518425":34,"01519201":[],"01520159":[],"01522108":[],"01522194":34,"01523958":[],"01525387":[],"01527618":[],"01527928":38,"01530321":[],"01531845":[7,35],"01532072":[],"01532738":[],"01534161":[],"01543076":[],"01543463":34,"01546126":[],"01548486":[],"01549377":[7,35],"01549917":[],"01551724":[],"01551775":[],"015518":[],"01551815":[],"01552039":[],"01552874":[],"01554658":[],"01558197":6,"01562424":[],"01563358":[],"01566026":[],"01566493":[],"01567258":[],"01568403":[],"01568607":39,"01568987":[],"01571214":[],"01572":38,"01573062":[],"01573768":[],"01574065":[],"01574456":[],"01575266":[],"01578667":[],"01582567":39,"01584129":[],"01593089":[],"01593435":[],"01594452":36,"01596717":[],"01597256":38,"01597958":[],"01600363":[],"01600453":22,"01600501":[],"01604235":[],"01604832":[],"01606538":[],"01606644":[],"01607157":[],"01608796":[],"01612308":[],"01612637":[],"01613409":[],"01615836":[],"01616657":[],"01620955":[],"01621264":34,"01622922":[],"01624447":[],"01625794":[],"01628578269596628":[7,36],"01630755":[],"01633913":[7,35],"01634224":38,"01635525":[],"01636202":[],"01639344":[],"01639489":[],"01640891":7,"01641044":[],"01643795":[],"01643952":[],"01647074":[],"0164974":[],"01651955":[],"01654574":[],"01655001":[],"01655318":[7,35],"01655384":[],"01656815":[],"016587414993043573":[7,36],"01667926":[],"01671659":[],"01672395":[],"01674956":[],"01677178":[],"01677512":[],"01678891":[],"01679297":[],"01681173":[],"01681612":[],"0168171":[],"01681717":39,"01682317":[],"01682652":38,"01684463":[],"01685118":[],"01686439":[],"0169027":22,"01691985":[7,35],"0169643":6,"01696684":39,"01698477":[],"01699169":[],"0169931":[],"01700746":[],"01700897":[],"0170097":[],"01701429":[],"01705695":[],"01705781":[],"01706166":[],"01708375":38,"01708781":[7,35],"01708852":[7,35],"01709886":[],"01712306":[],"01712421":[],"01713187":[],"01713366":[7,35],"01717238":[],"01717549":[],"01717775":[],"01721277":[],"01722503":[],"01723872":[],"01724416":34,"01724499":6,"01724739":[],"0173119":[],"017355848195593347":[7,36],"01735584819559336":[7,36],"01735999":[],"01736099":[],"01737595":[],"01737634":[],"01740381":[],"01740873":[],"01743124":[],"01746176":[],"01746342":[],"01747915":38,"01748034":[],"01752868":[],"01754817104095514":[],"01756114":[],"01759442":[],"01759974":[],"01760144":[],"01761069":[],"01765696":34,"017665":6,"01767104":[],"01772174":[],"01772779":[],"01775486":[],"0177579":[],"01779091e":[],"01782618":[],"01783096":[],"01783414e":34,"01784495":[],"0178462":[],"01784845":[],"01785297":[],"01787801":[],"01789589":[],"01793261":[],"01793972":[],"01795684":[],"01797196":[],"01797685":[],"0179826":[],"018":[],"01802984":39,"01804672":[],"0180908":[],"01811279":[],"01811373":[],"01813363":[],"01814351":[],"01814683":[],"01817048":[],"01817739":[],"0181903":39,"0182116":[],"018232":34,"01825282":[],"01826645":[],"01826811e":[],"01827225":38,"01827302":[],"01827881":[],"01830039":[],"01831050e":[7,35],"01831190e":[7,35],"018365206985554446":[],"01837528":[],"01838531":[],"01839352":[],"01844584":[],"01844822":[],"01846605":[],"01850791":22,"01853796":[],"01854489":[],"0186037":[],"01863203":[],"01866537":[7,35],"01868119":[],"01869515":38,"01870931":[],"01871612":[],"01872002":[],"01873344":12,"01873823":[],"01873869":6,"01874605":[],"01877081":[],"018771":[],"01879191":[],"01879279":34,"01881237":[],"01882218":[],"01882264":[40,41],"01884327":[],"01886197":[],"01893445":[],"01897462":[],"01898383":[],"01898855":[7,35],"01900106":[],"01901953":[],"01905384":[],"01905473":[],"01905883":[7,35],"01908329":[],"01908936":[7,35],"01909296":[],"01909929":[],"01910339":[],"01915337":[],"01916065":[],"01918426":[],"01919791":[],"01922269":[],"01922564":[],"01924105":[],"01925934":[],"01930676":[],"0193075":[],"01932995":39,"0193386":[],"01944073":[],"01944109":26,"01945582":[],"01947663":[],"01947793":[],"01947977":[],"01950199":39,"01950331":[],"01952679":[],"0195302":[],"01954342":38,"01954657":22,"0195557":[],"01956208":34,"01958776":[],"01962001":[],"01963611":[7,35],"01966173":[],"01968447":[],"01969093":[],"01969145":[7,35],"01974315":[],"01975006":[],"01975416527185249":[7,36],"01975755":[],"01975848":[7,35],"01979808":[],"01981665":[],"01991068":[],"01991819":[],"01999575":38,"02":[0,1,5,7,8,13,33,35,37,39,40,41,43],"0200041":[],"02010178":[],"02014577":[],"02015755":[],"02016185":[],"02019986":[],"02021288":[],"02021757":[],"02024962":[7,35],"02025337":[],"02025574":[],"02026696":34,"02026756":[],"02028151":[],"02028415":[],"02028936":[],"02031789":[],"02031987":[],"02032056":[],"02034322":34,"02034593":[],"02034655":[],"02036067":[],"02037155":[],"02038063":[],"02041607":[],"02044223":[],"02045223":[],"02045753":[],"02054837e":[7,35],"02056537":[],"02058408":[],"02058681":[],"0206033":[],"02060364":[],"02068067":[7,35],"02069038":[],"02070909":[],"02072382":39,"02072876":[],"02073509":6,"0207381":[],"02075746":[],"02077431":35,"02077938":[],"02079104":[],"02079774":[],"02079913":[],"02083309":[],"02084375":43,"02084474":[],"02084969":[],"02085067":34,"02087411":[],"02088307":[],"02090304":38,"02090825":39,"02091662":[],"02092464":[],"0209366":34,"02098261":[7,35],"02101168":[],"02101997":34,"02102403":[],"021032":12,"02103235":12,"02103315":38,"02104639":[],"02108599":[],"02109876":[],"0211042":[],"02111958":22,"0211429":[],"02117843":[],"02118344":[],"0212243":34,"02123176":[7,35],"02124568":[],"02125481":[],"02125608":[],"02126205":[],"02132304":[],"02132557":[],"02134409":[],"02137093":[],"02137508":[],"02138683":38,"02141849":[],"02143946e":[],"02146636":[],"02148021":38,"02150453":[],"02151521":[],"021544346900318832":35,"02156196":[],"02156565":[],"02157768":[],"02158822":[],"021592704588025022":[7,36],"021592704588025025":[7,36],"02159357":[],"02160067":34,"0216304":[],"02163476":[],"02163828":[],"02164667":[],"02169399":[],"02171224":[],"02175561":[],"02176052":[],"0217610577940561":[],"02177725":[],"02180068":34,"02181163":[],"02183817":[],"0218856":[],"02189606":[],"02189863":[],"02189994":[],"02193078":[],"02196086":[],"02198702e":[7,35],"02198703e":[7,35],"02199232":[],"022":[],"02201916":34,"02203851":[],"02204591":[],"02206393":[],"02207054":[],"02208512":[7,35],"0221049":[],"02214409916811925":[],"02218045":[],"02218076":[],"02221819":39,"02225493":[],"022255":[],"02228115":[7,35],"02229529":[7,35],"0223048":22,"02232526":[],"02233838":[],"02234283":[],"02235723":38,"022379426843681074":[],"02239876":[],"02241593":39,"02241952":[],"02243626":[],"02249167":[],"022498":[],"02251592":[],"02252765":6,"02253659":[],"02255993":[],"02257687":[],"02260949":[],"02260989":[],"02265005":[],"02265404":[],"02265998":[],"02268557":[],"02270207":[],"02272294":34,"02280587":[],"02280634":[],"02281004":[],"0228324":[],"02286267":[],"0228686":[],"02287468":38,"02287532":[],"02288069":[],"02290895":[],"02292864":30,"02296298":38,"02299139":34,"022999498260366312":[7,36],"02301105":[],"02304094":33,"02307403":[],"02308971":34,"02312079":[],"0231353":[],"0231916":[],"02319624":[],"0232":[],"0232101":[],"02322297":[],"02322594":[],"02322786":[],"02323402":[],"02324012":34,"02325785":[],"02327527":[],"02328321":22,"023295599127611474":[],"02330799":[],"02330901":[],"02333688":[],"02334754":[],"02336409":[],"02338085":[],"02342235":[],"02345858":[],"02348765":[7,35],"02349274":[],"02352005":[],"02352663":[],"02352843":[],"02354386":[],"02355756":[],"02356004":[],"02356178":[],"02358547":[],"02359571":[],"02361665":[],"02363304":[],"02365049":[7,35],"02369044":[],"02374496":[],"02375066":[],"02378634":34,"02381502730822":[],"02381503":[],"02382032":39,"02386932":[],"02387182":[],"0239126":38,"02391906":[],"02392067":[],"02393338":[],"0239521":[],"024":[],"024004":[],"024011020121022356":[],"02403231":39,"02404706":[],"02409835":[],"0241039":[],"02412606":34,"02413786":[],"02424794":36,"02429596":[],"02430273":[],"02431532":[],"02432309":[],"02432632":[],"02432881":[],"02432892":34,"02436346":[],"02439287":[],"02441422":[],"02444266":[],"02444569":[],"02446604":38,"02447063e":[],"02448011":[],"0244965108017645":[],"02452765":[],"02452792":[],"02454051":[],"0245528":[7,35],"02456":38,"024562":[],"02456235":[],"0245728":[],"02458099":[],"02458986":22,"02459084":38,"02461054":[],"02472936":[],"02474828":[],"02475273":[],"02477293":[],"02478142":[],"024792624800382218":[],"02480266":[],"02483712":[],"02490769":[],"02492265":6,"02492839":34,"02496085":38,"02496143":[],"02497282":39,"02498282":[],"02498832":[7,35],"02499437":[],"02500488":[],"02502325":[],"02503392":[],"02503753":[7,35],"02504521":[],"02506901":[],"02511468":[],"02511518":7,"02512704":34,"0251375":[],"02519009":[],"02521917":[],"02522069":7,"02526293":[],"02527621":[],"02529207":[],"02530487":[],"02530745":[],"02531253":[],"0253208":[],"02533443":[],"02535112":[],"02535601":34,"02535694":[],"02535973":[],"02538656":33,"02540212":[],"02544154":[],"02545":38,"02546675":36,"0255141":[],"02552966":[],"02553797":39,"02553865":[],"02553907":[],"02557617":38,"02560435":34,"02561386":[],"02564828":[],"02565627":34,"02566356":[],"0256685":22,"025709":[12,34],"02572446":[],"02572685":[],"02576358":[],"02576526":39,"02576685":[],"02580654":[],"02584233":[],"02585059":[],"02586427":[7,35],"02593707":[],"02594314":[],"02595095":[],"02597067":[],"02597861":[],"02599188":[],"02600605":[],"02601643":[],"02604362":[],"02606605":[],"0260728":[],"0260906":[7,35],"02612988e":[],"0261442":[],"02616812":38,"02617297":[],"02617887":[],"02622039":[],"02622061":[],"02623761":[],"0262517":[],"02625193":9,"02625852":[],"02629144":38,"02629373":[],"0263106":[],"02631244":[],"02631942":[],"02632742":[],"02635861":[],"02636268":[],"02643023":[],"02644397":[],"02646648":[],"02649469":[],"026495":[],"02651857":[],"02654585":[],"02658761":[],"02660572763718093":[7,36],"026605727637180936":[7,36],"02661264":[],"02664408":[],"02667406":[],"02671209":[],"02676992":[],"02677463":[],"02684648":[],"02687671":[],"02689923":[],"02692965":[],"02693015":[],"02693858":35,"02694975":[],"02700826":[],"02704796":[],"02705202":[],"02707227":6,"02709478":[],"02709761":[],"02710291":[],"02710901":22,"0271259":[],"0271583":[],"02717039":[],"02717123":[],"02723445":[7,35],"02727068":39,"0272743":[],"02728257":[],"02729375":[],"02731257":[],"02731808":[],"02732402":[],"02735547":38,"02737949":39,"02751373":[],"02754248":[],"02760064":[],"027609773491022525":[7,36],"02760977349102253":[7,36],"02761071":[],"02761893":[],"02762316":39,"02766946":[],"02769274":[],"02780107":[],"02781444":[],"02784163":[],"02784266":[],"0278673":[],"02787184":[],"02792633":[],"0279278":[],"02793082":[],"02797154":[],"0279886":38,"028":[],"0280223":[],"02805988":[],"02806268":[],"02808229":[],"02809972":[],"02813369":[],"02813549":[],"0281646":[],"02816961":[],"02818667":[],"028188673105960467":[],"02829816":22,"02832687":[],"02833443":[],"02835701":[],"0284405":[],"02846506":[],"02850506e":[],"02853426":[],"02856881":[],"02857":5,"02859759":[],"028638258927275215":[],"02872216":[],"02875156":[],"02876848":[],"02880987":[],"02882718":[],"02884485":[],"02895708":[],"02895911":[],"02895918":35,"02898102":39,"02899912":[],"02900153e":38,"029003":[],"02901273e":[],"02901384":34,"02901441":[],"02909574":[],"02910539":[],"02910881":[],"02911348":[],"029114513319594925":[],"02913373":[],"02920675":[],"02923006":[],"0292555":[],"02925855":38,"02928194":[],"02930753":[],"02933055":[],"02935379":39,"02937931":[],"02940083":[40,41],"02941655":[],"02943644":[],"02944152":[],"02944974":[],"02946852":[],"02946931":[],"029483":6,"02953975":[],"02959231":[],"02960445":[],"02960492":[],"02961504":39,"02962583":[],"02962903":[],"02963147":[],"02963424":[],"02965159":[],"029664":[],"02966421":[],"02970225":[],"02970397":[],"02971554":[],"02972907":34,"029733":34,"02973733":[],"02976145":[7,35],"02976686":[],"02979087":[],"02980537":[],"02982009":[],"02987043":[],"02987496":[],"02988432":[],"02988625":22,"02989838":[],"02990404":[],"02992287":[],"02993573":38,"02994311":6,"02996909":[],"02999715":[],"02f":[7,27],"03":[2,7,34,35,41,42],"0300023":[],"03000689":[],"03003494":[],"03003891":[],"03006815":[],"03008641":[],"03012648":[],"03012666":[],"03015288036252618":[],"03016341":[],"030164788184997":[],"03021588":[],"03029311":[],"03031173":[],"03032441e":[7,35],"03032534":[],"03033791":[],"0303586629618948":[],"03041332":[],"03041488":[],"0304378":[],"0305221":[],"03057995":[],"03059882":[],"0306232":[],"030645975175292262":[],"03065856":[],"03068149":[],"03073145":[],"03076019":[],"0307725":[],"03077640549":5,"03078393":34,"03092729":[],"03099776":6,"03099794":[],"031":[6,35,36],"03100531":[],"03101165":[],"03103759":26,"03110579":[],"03111555":26,"03112129":[],"03115122":[],"0311613":[],"03119062":[],"03119722":22,"03120433":[],"03120942":[],"03143856":[],"03147046":39,"03158013":[],"03159246":[],"0316146":[],"03162926":[],"03163926":[],"03166151":[],"03166168":[],"03166546":[],"03170652":[],"03175054":39,"0317606":[],"03177331":[],"03179975":[],"03181997":[],"03184307":[],"03188133":[],"03194307":[],"03196357":[7,35],"03196582":[],"032005":[],"03200542":[],"03201179e":[],"03201217":[],"03201832":38,"03201922":[],"03202289":[],"03204446":[],"03205795":[],"03206321":[],"03206757":[],"03207075e":[40,41],"0321222":[],"03212854":[],"032142":[],"03214247":[],"03214829":[],"03215463":[],"0321956":[],"032196":[],"03221473":[],"03221782":[],"03230611":[],"03234422":[],"03235719":[],"03237424":[],"03238421":[],"03239118":[],"03239393":[],"03241171":[],"03241936":[],"03241945":[],"03244944":[],"03246707":[],"03247316":[],"0324793":[],"03248618":[],"03251863":6,"03254179":[],"03254614":[],"03256632e":[2,41,42],"03261373":[],"0326167":[],"03266152":[],"03267527":[7,35],"03274273":[],"03279636":[7,35],"032825":[],"03282533":[],"03283413":[],"03284768":[],"03285784":[],"0328643":38,"03287187":[],"03291795":[],"032948":22,"0330308045183194":[7,35],"0330308045187757":[7,35],"03304417":[],"03306538":38,"0330705":[],"03308408":6,"03309100631504689":[],"03309191e":[],"03311432":[],"03313193":[],"03313259e":[],"03317599":[],"03318519":[],"03319608":[],"0332335":[],"033233504714921":[],"03330946":34,"03339089":39,"0334136":[],"033414":[],"03343379612645295":[],"0334505":[],"03345624":[],"03351257":[],"03354468":[],"03354844":[],"03357723":[],"03358833":[],"03361037":[],"03364384":[],"03365012":[],"03365665":[],"033657685071527665":[7,36],"03370657":[],"03373976":39,"03374269":[],"03374843":[],"0337609":[],"03382942":[],"03396658":[],"034":[],"03400724e":[],"03403584":[],"03404004":39,"03404758":[],"034048":[],"03409194":[],"03412067":[],"03418643":[],"0342028":[],"0342458":38,"03426412":[],"03426934":[],"03430385":[],"03439189":[],"03439327":22,"034404":[],"03440431":[],"03447512":[7,35],"034476":[],"03447649":[],"03450725":[],"03454641":[],"03455614":[],"034557":34,"03455885":[],"03460821":34,"03465317":[],"03468878":[],"03472308":[],"03474443":[],"03476611e":[],"03479236":[],"03479936":[],"03484266":[],"03484946":[],"0348572":[],"03500569":[],"03500949":[],"03508463":[],"03509683":[],"03510464":[],"03510963":[],"03511387":[],"03514117":[],"03520118":[],"03529083":[],"03529801":[],"03530044":[],"03532164":[],"03533698":[],"03538463":[],"03538673e":[],"0354495":[],"0354894":[],"03550103":[],"03554165":[],"03558034":[],"03559176":[],"03562355":[7,35],"03563709":[],"03563906":[],"03568439":[7,35],"03568495":[],"03570093":[],"03571339":[],"03573214":[],"03576146":[],"03578526":[],"035810431523915":[],"03582724":[],"03586482":[],"03586723":[],"0359565":6,"03596557":[],"0359727":[],"03601781":[],"03607387":[],"03609183":[],"03612962":[],"03613058":[],"03613164":[],"036132":[],"0361727":39,"03624103":[],"03624411":[],"0362483569261072":[],"03625417":[],"03630548":[7,35],"03632342":22,"03637961":[],"03642173":[],"03642937":[],"03647182":[],"03648711":[],"03649463":39,"036527092051294":[],"03656288":[],"03662823":38,"03664879":[],"03680811":[],"03681113":[],"03681479262838276":[],"03682195":[],"03683365":[],"03692132794542241":[],"03692749":[],"03692828":[],"0369544130635358":[],"03696458":[],"03699304":[],"03701105":[],"03703391":[],"03707133":12,"0370757046153366":[],"03710736":[],"03722287":[],"03726977611299938":6,"03733016":[],"03734925":[],"03736678":[],"03742586":[],"0374535":[],"03745816":[],"0375156":33,"03751833":[],"03752735":[],"03753059":[],"03762405":34,"03768291":[],"03770824":[],"03776519":[],"03778607":[],"037813671417389005":[7,36],"03781367141738902":[7,36],"03791676":22,"03796359":[],"03796582":[],"03798785":[],"038":[],"03803121":34,"03805295":[],"03814292":[7,35],"03815288":[7,35],"03820746":[],"03824887":[],"0382721":[],"03827385":[],"03828162":[],"038300":[12,34],"03834357":[],"0383613556521865":[],"03837":38,"03843478":[],"03844073":[],"0384468":[],"03846169":35,"03853213":[],"03853268":[],"03853313":[],"03853677":[],"03856054":[],"03856748":[],"03858916":[],"03860666":[],"03868311":[],"03868372":[],"03870024":[],"03872795610436844":[],"03873507":[],"03877201":[],"03878107":39,"03887801":[],"03887807":[],"03888479":[],"03888998":[],"038890":[],"03896708":[],"03901061":[],"039039":6,"03906948":[],"0391259":[],"03912622":39,"03913554":[],"03916813":[],"03923714":[],"03926126":[],"0394226":[],"03942371":[],"03948301":[],"03960002":[],"03961179":[],"0396789":[],"0397137":[],"039732":[],"03973227":[],"03973359":[],"03974553487733608":[],"039764":[],"03976851":38,"03976976e":[],"03979291":[],"03982843":34,"0398603":[],"03990261":[],"039967668952797":[7,35],"0399676689527975":[7,35],"04":[2,7,12,35,41,42,43],"04000457":[],"04001696":[],"04004464":22,"04006242":[],"04007138":34,"040102":6,"04010697":[7,35],"04011156":[],"04015455":[],"04018043":[],"04018705":[],"04018985":[],"04021377":[],"04025059":[],"04026":42,"04026126":[],"04030508":[],"04033524":[],"04038595":[],"04040902":[],"04041644":[],"04046513":[],"04046984":[],"04050007":34,"04051441":[],"040569":[],"04061345":[],"04063532":[],"04063602":[7,35],"04065686":[],"040657":[],"040684":[],"04071979724729911":[],"04072235":[],"04073097":[],"04074169":[],"04081099":[],"040810991569604":[],"0408223":[],"04085864":[],"04085976":[],"0408707":[],"0409646":[],"04097813":[],"04098313":[],"04098879":[],"041":10,"04101344":[],"04104182":[],"0410697":[],"04108038":38,"04110474":[],"0411487294305088":[7,35],"0411487294305226":[7,35],"04121466":[],"0412828":[],"0414517":[],"04145287":[],"04150522":[],"04156247":[],"04157753":39,"04158557":[],"04161572":[],"04161649":[],"04164966":[],"0416875":43,"04170341":26,"0417409":[40,41],"04176993":[],"04178558":[],"041786":[],"04178798":[],"04180121":22,"04183444":[],"04184888":[],"04186033":[],"04191323":[],"04193203":34,"04194757":39,"04198387":[],"042060":[],"04206048":[],"042136":[],"04215521":[],"04216532":[],"04217103":[],"04217888":[],"0421875":43,"0422":[],"04220758":[7,35],"04220931":[],"0422287":33,"04224929":[],"04235439":[],"04238763":[],"04240593":[],"04245961":[],"04249722":34,"04253288e":[],"04254787":[],"04262217":[],"04268493":[],"04270166":[],"04277528":[],"04286013":[],"04287372":[],"04293545":[],"04295726":[],"04295757":36,"043":10,"043072":[],"04307275":[],"04315108":6,"04315855":[],"04322019":[],"04323936e":[],"04323964":[],"04328411":[],"04328852":[],"04329607":[],"04329799":[],"04330558":[],"04330907":[],"0433282860079154":[],"04346721":6,"04350821":[],"04353549":[],"04355062":[],"04355106":[],"04355837":[7,35],"0435614":34,"04356439":[],"04358642":34,"04362":10,"04362042":[],"043637":[],"04369752":[],"04372016":[],"04372067685794603":[],"0437499":3,"043839":[],"04389027":[7,35],"04394742":[],"044014":[],"04401421":[],"04403475":[],"04404068":[],"04413243":[],"04414708":22,"04418179":[],"04421197":[],"0442242":[],"04423486":[7,35],"04426744e":34,"04431557":[],"044334":34,"044338305845698256":[],"04435458":[],"04442454":[],"04443985":[],"04452918":[],"04457564":39,"04460703":[],"044613":[7,35],"04465557":[],"04487298":[],"0449":[],"04494234":[],"04495752":[],"04497158":[],"04497236":39,"04497816":[],"04501146":[],"04501548":[],"04504728e":[],"04513394":[],"045161":[],"04516434":[],"04519174":[],"0452313":34,"045258":[],"04532405":[],"04537385":[7,35],"04543942":[7,35],"04544327":[],"04545125":[],"04545296":[],"0455761":[],"04560463":[],"04562561":[],"045630":[],"04564589":[],"04565456":[],"04566964":[7,35],"04575775":[],"0458":10,"04582608":[],"0458524213754298":[],"04585476":[],"04587765":[],"04588592":[],"04590873":[],"04592382":[40,41],"04596002":[],"045963":[],"04601419":[],"04608163":[],"04608361":22,"04626298":[],"0462999":[],"04638043":[],"04640695":[],"04641529":[],"04642309":[],"04643561":[],"04644334":34,"04646338":[],"04648225":[],"04648335":6,"04648472":[],"046485":[],"04652794":[],"04655574":[],"04657426":[],"04658881":[],"04659273":[],"04661875":[],"04664255":7,"046663":[],"046678":[],"04670255":[],"046764":[],"04683565":6,"04684509":[],"04684669":34,"04686491":[],"04688012":[],"04702861":[],"04713857":[],"04718566894028431":[],"04719868":[],"047299":[],"04729958":[],"0473":[],"04736252":[],"0473916":[],"04740084":[],"04740225":34,"047447724189861":[],"0474753":38,"0474837":[],"047489":[],"04754697":[],"04757138":[],"04759123":[],"0476266":[],"047760":[],"04776242":[],"04777426":[],"04778995":39,"04784395":[7,35],"04794409":[],"048020":[],"04808723":[],"04816191":[],"0481872773043029":[7,36],"048194":[],"04821527":39,"04823243":[],"04823618":26,"0482407":[],"04829439":[],"048295":[],"04832356":[],"04836325":[],"04838148":[],"04838489":[],"04843417":[],"04843794":[],"04852743":[],"04853398":[],"04857266":[],"04861316":[],"04863731":34,"04863792":[],"04866982":22,"04877931":[],"048781":[],"0488139":[],"04881585":[],"04892055":[7,35],"04898176":[],"04899367":[],"049060":[],"04909093":[7,35],"04912436":7,"04915593":[],"049196":[],"04922273":[],"04926746":36,"049276":[],"04929344":30,"04933083":[],"04937026":[],"049380":[],"04939861":[],"049456":[],"04946218":34,"049479":[],"049481":[],"04949606":[],"049538":[],"049556996627824":[7,35],"0495569966278269":[7,35],"04955942":[],"04963309":[],"049677":[],"0497291":[],"04983222":[],"04984743":[],"04987891":[],"04999052":[],"05":[2,5,7,27,34,35,38,39,40,41,42],"05000245":[],"050015":[],"05002471":[],"05005634426334421":[],"05006037":[],"05006956":[],"05009826":[7,35],"05013368":[],"0501942":[],"050281":[],"05029018":[],"05029453":[],"050315327923114654":[],"05033266":[],"05034088e":[],"0503455":[],"050356":[],"050357":[],"05040878":[],"0504379":[],"05043958":[],"05045":[],"05051691":[],"05054319":[],"05055465":[],"05060379":[],"05068067":[],"05068486":[],"050702":[],"05072744":[],"05075352":[],"05077224":[],"050796":[],"05080473":22,"05080769":[],"05083837":[],"05087018":[],"05093545":34,"05097344":[],"05098714":[],"051":[],"05100875":[7,35],"051021":[],"051042":[],"05105586":[],"05110835":[],"05123603":39,"051241":[],"05124625":[],"051307":[],"05135047":38,"051368":[],"05140098":34,"05141614":[],"051418":6,"05144177":[],"05148401":[],"05151178":[],"051554":[],"05159088":[],"051598":[],"051645":[],"051649":[12,34],"05165065":[],"051651":[],"05169046":[],"05169202":39,"0517473":6,"05176711":[],"051782":[],"051787":[],"05180367":[],"051916914594944144":[],"052":[],"052010":[],"05201041":[],"052040":[],"05211919":[],"052199":[],"05224117":[],"05224627":[],"0522653":[],"05227563":[],"052279218012056844":[7,36],"05227921801205686":[7,36],"052305":34,"05232855":[],"052330":[],"05233008":[],"05233928":[],"05235474":[],"052360":[],"052370":[],"05240397":[],"05241265":[],"052427":[],"0524497":[],"05245442":[],"05247827":[],"0525733":[],"05263":10,"05265465":[],"05267589":[],"052692":[],"05269476":[],"052738":[],"05275823":[],"05276967":[],"052856":[],"05285677":[],"052918":[],"05293216":[],"052934":[],"05293756":[],"05296475":[],"0529838":[],"05302":10,"053036":[],"053099":[],"05321642":[],"053236":[],"05334469":[],"05336637":[],"053387":[],"053417":34,"053432":[],"053462":[],"05347795":[],"053480":[],"053497":[],"05353553":[],"053599":[],"05363722":[],"05364579":[],"05364854":9,"05365588":22,"053690173865474":[],"05376358":[],"053781":[],"053787":[],"05383795":[7,35],"05383947":[],"05384858":[],"053849":6,"053854":[],"05395761":[],"053981":[],"05401912":[],"05402091":[],"05404387":[],"05415049":[],"05415575":[],"05415968":[],"054185":[],"054197":[],"05424351":[],"0542485":[],"05426053":[],"0542797":[],"054286":[],"05430625":[],"05431945":[],"05442743":[],"054432":[],"054434":[],"054443":[],"05447415":[7,35],"05449413":[],"054500":[],"05458323":[],"054609":[],"05461692":[],"054617":34,"054621":[],"054655":34,"054750":[],"05476114":[],"05484773":[],"05485826":[],"05489878":39,"054932":[],"055000":[],"05500389":[],"05505310046363":[],"055091049054481":[],"05509105":[],"055105":[],"05519999":35,"055249":12,"05526935":[],"0552878":[],"055314":[],"0553198496333376":[],"05533":10,"055349":[],"055402":[],"05541947":39,"05546402":[],"05547088":[],"055477":[],"05548187":[],"055488":[],"05549529":[],"05549907":[],"05554795":[],"05563358":[],"055653":[],"055668":[],"055676":34,"055715":[],"055720":12,"055734":34,"055737":[],"05574159":[],"05577845931438246":[],"055866":[],"055876":[],"055910":34,"055925":[],"05595998":[],"055987":34,"05600952":22,"056026":[],"056041":[],"05605667":[],"05605892":[],"0560663":[],"05607583":[],"0560917":[],"056097":[],"05614483":6,"056161":[],"0562":[],"056217":[],"05623":10,"05623539":[],"056287":[],"056315":[],"05632246":[],"056324":[],"056328":[],"05636265":[],"05638246":[],"05641352":[],"056414":[],"05648":10,"05648118":[],"05648836":[],"056491":[],"05651951":[7,35],"05655534":[],"056561":[],"056590":[],"05660129":[],"05664639":[],"05665429e":[],"05665875086534638":[],"05667":10,"05668052":[],"056683":34,"056703":[],"056717":[],"056718":[],"056730":[],"056769":6,"056826":[],"05684345":[],"056856":[],"056857":[],"056880":[],"05692207":[],"05696574":[],"056978":[],"05706322":[],"05707756":26,"05716368155342608":[7,36],"057216":[],"057287":[],"057298":[],"057300":34,"057312":[],"057316":[],"05731824":[],"057338":12,"05735741":[],"05737289":[],"05738485":[],"05738629":[],"057387":[],"057393":34,"057411":[],"057418":34,"057420":[],"057457":34,"057468":6,"05747369":[],"05749111":[],"05750493e":[],"057514":[],"057607":[],"057609":[],"05761244":[],"05761295":[],"057619":[],"05767":40,"057675":[],"057682":[],"057711":[],"057722":34,"05772472":[],"05777676":34,"057796":[],"0578214":[],"057835":34,"05783782":[],"05785343":[7,35],"05785843":[],"05785974":[],"05788664":[],"05788748":[],"05789007":[7,35],"057907":[],"05791283":[],"057913350391706":[],"057929":[],"05792927":[],"05793564":[],"057936":[],"057951":[],"057961":[],"05796251":[7,35],"057964":[],"057976":[],"05798416":[],"058043":[],"05804539":[],"05804744e":38,"0580672":[],"05806981":[],"05807125":[7,35],"058098":[],"058133":[],"0581406":[],"058152":[],"05818561278267464":[],"05818879":[],"058234":[],"058245":[],"058254":[],"05831017":[],"05834577":[],"058347":[],"058361":[],"058364":[],"058385":[],"058409":[],"058422":[],"058427":[],"058432":[],"058436":12,"0584713":[],"058503":[],"058504":6,"05850899":[],"058532":[],"05853984":[],"058552":34,"058582":[],"058593":[],"058609":6,"058641":[],"058645":34,"0586484":38,"058670":[],"058671":[],"05867956":[],"058721":[],"058726":[],"058770":[],"058774":[],"05879106":[],"05883":10,"05884":10,"058854":34,"058866":[],"05888195":[],"05893076":[],"058935":[],"058952":34,"058967":[],"058970":[],"058996":34,"058997":[],"059003":[],"059031":34,"059093":[],"05912765":22,"05914563":[],"05915276":22,"059181":[],"059192":12,"059201":[],"05920488":[],"059233":[],"059243":[],"05928882":[],"059294":[],"05933848":34,"059340":[],"059348":[],"059355":[],"059363":[],"05938299":[],"059398":[],"05941571":39,"05941988e":[],"059435":6,"059480":[],"0595364":[],"059593":[],"059595":[],"059624":[],"059669":[],"059695":[],"059761":[],"059775":[],"05978512":[],"059788":6,"059805":[],"059807":34,"0598135":[],"059827":[],"059829":6,"05984726":[],"059864":[],"059876":[],"059897":[],"05992237":[],"05994172":[],"059951":34,"059956":[],"05996":38,"059977":[],"059979":[],"05998413e":[],"05999":10,"059992":[],"059993":34,"05999828":[],"06":[7,34,35,38,39,40,41],"060071":[],"060083":34,"060085":[],"060087":[],"06009333":[],"060108":[],"060149":[],"060160":[],"060163":[],"060171":[],"060197":[],"06019833":[],"06020264":[],"06020587":[7,35],"06021793":[],"060251":[],"060254":34,"060275":[],"060288":[],"060295":12,"060312":[],"06031928":[],"060329":6,"06033348":34,"06034627":[],"060358":[],"06037137":[],"060384":[],"060435":[],"06043581":[7,35],"060453":[],"060470":[],"060471":[],"060475":[],"0604888":[],"060490":[],"06052551":[],"060547":[],"06055507":[],"060565":[],"06057711":[],"060590":[],"06061276":[],"060629":[],"060631":[],"060652":[],"060678":[],"06068192":[],"06069047":[],"0606958":[],"060716":34,"06072":38,"060726":[],"060734":[],"060735":[],"060756":34,"0607697355132246":30,"06079614":[],"06080649":[],"060824":[],"06082419":[],"06082594":[],"06083072":[],"060870":[],"060872":34,"06088245":[],"060898":[],"060974":[],"060994":[],"061005":6,"0610096522011426":12,"061025":[],"061045":[],"061089":6,"06110658":[],"061118":[],"061123":[],"06112467":[],"061136":[],"061147":12,"061154":[],"061163":34,"06117338":[],"061178":[],"061187":[],"061249":[],"06128276434886384":[],"061284":[],"06128647":[],"061294":12,"061319":[],"061333":[],"06133572":[],"061359":34,"06136823":[],"061386":[],"0613875":[],"061388":[],"061394":[],"06139439":[],"061405":12,"061411":[],"061415":6,"061443":34,"061447":[],"061452":34,"06146873":[],"061482":[],"061508":[],"06151386":[],"06154484":[],"061545":[],"06155151":[],"061588":[],"06159762":[],"061614":34,"061637":[],"061651":[],"061656":[],"061706":[],"061707":[],"061718":6,"061724":[],"06172974":34,"06174752":22,"061772005077293704":[],"061775":[],"061779":[],"061793":[],"061795":[],"061848":[],"06185995":[],"061862":[],"061895":[],"061898":[],"06190305":30,"061907":[],"061915":[],"061921":[],"06192181":26,"061956":[],"06197706":[],"06199119":[],"06200174":6,"062004":[],"06200442":[],"06200455":[],"062016":34,"062053":[],"062058":[],"06208238634231949":[7,36],"06210358":[],"062151":[],"062161":[],"06216141":[],"062173":[],"0621855":[],"062199":[],"06220192":[],"062216":[],"062226":[],"062231":[],"062241":[],"06225028e":[],"062251":6,"062260":[],"062261":6,"062263":[],"062282":[],"06228382":[],"062292565":5,"062300":[],"062310":[],"062337":34,"062345":[],"062352":[],"062356":[],"062393":6,"062424":[],"062429":[],"062436":6,"062446":[],"062481":[],"062489":[],"06249397":[],"062520":[],"0625462":[],"062568":[],"062599":34,"06260611":[],"062616":[],"062624":34,"06263176":[],"062637":[],"06265161":[],"06267057":[],"062673":[],"06267966":[],"062691":[],"062693":[],"062695":[],"062700":[],"062705":[],"062709":[],"062719":[],"06272254":[],"062733":[],"062745":[],"06276815e":[],"06277313":[],"062786":[],"062797":[],"062853":[],"062874":34,"06287939":[],"062910":[],"06291984474217532":[],"062932":[],"06295579":[],"062985":[],"062988":6,"063007":12,"06301273":[],"063017":[],"063019":34,"063023":[],"063048":[],"063061":34,"063064":[],"063080":34,"063082":[],"06310155":[],"063119":6,"063130":[],"063133":[],"063161":[],"063163":[],"063180":[],"06318287":[],"063197":[],"063206":[],"06320757":[],"063213":12,"063260":34,"063264":[],"063283":[],"063287":[],"063294":[],"063327":[],"063332":[],"063336":[],"063354":[],"06335853":[],"06336262":[],"063395":[],"063401":[],"063482":[],"063502":6,"063515":12,"063517":[],"063518":[],"063525":[],"063526":[],"063532":12,"063536":[],"063545":[],"063549":[],"063554":[],"063560":[],"06357887":[],"063621005600529":[],"063637":[],"063646":[],"063653":34,"063660":[],"063673":[],"063682":[],"063740":6,"063752":[],"063768":[],"0637712":[],"063781":[],"063786":[],"063791":[],"063802":[],"063806":[],"063809":[],"063830":6,"0638484":38,"06385189":[],"063862":[],"063883":[],"06389233":[],"063894":34,"063910":[],"063921":6,"06392846":[],"06393237":[],"063933":[],"063954":[],"06395476":[],"063959":[],"063977":[],"063978":[],"063990":[],"063995":[],"064000":[],"064054":[],"064062":[],"064071":[],"064074":34,"064077":[],"064088":[],"06410638":[],"064107":[],"064164":[],"06416459":[],"064166":[],"064176":[],"064182":[],"064186":[],"06418809":38,"064189":[],"064202":[],"064218":[],"06423317":[],"064242":[],"064254":[],"064276":6,"064277":6,"064287":12,"064294":[],"06430789":[],"064311":[],"064314":[],"064322":[],"06432267":[],"064324":[],"06433206":39,"064363":[],"06437266":[],"064373":[],"064382":[],"064427":[],"064428":[],"06443054":[],"06443215":[],"06444":10,"06444224":[],"064471":[],"064491":6,"064501":34,"064505":[],"064507":[],"064514":[],"06453579006728324":[7,36],"064540":[],"064542":12,"064547":[],"064573":[],"064575":6,"06459976":[],"064604":[],"064606":34,"064609":34,"064615":[],"0646237":[],"064667":[],"064668":[],"064690":[],"064695":[],"064698":[],"064699":34,"064703":[],"064708":[],"064728":[],"06473841":34,"064739":[],"06474536":[],"064764":[],"064777":12,"064790":[],"064793":34,"0648":[],"064820":[],"064820972167253":[],"064823":[],"064834":[],"06484181":[],"064845":[],"064873":[],"064878":[],"06491455":[],"06491736":[7,35],"064922":[],"064924":[],"064935":[],"06494075":[],"064954":[],"06496916e":[],"064978":[],"064980":[],"065001":[],"0650014":[],"065007":[],"06502525":22,"065028":[],"06504522":[],"06505375":[],"065062":[],"06506624":[],"065071":[],"065077":34,"06507762":[],"065096":[],"065107":12,"065108":[],"06512065":[],"065121":[],"065139":[],"065149":[],"065156":[],"065165":[],"065183":[],"065212":[],"06521278":22,"065217":[],"065219":[],"065272":6,"065282":[],"065303":12,"065305":[],"065318":6,"065330":[],"065352":[],"065358":[],"06536011":22,"06536971":[],"065375":[],"065378":34,"065380":6,"065387":[],"065390":34,"065410":34,"065446":6,"065469":[],"065472":[],"06547790180152355":[7,36],"06547790180152359":[7,36],"065482":[],"065508":[],"065529":[],"065556":[],"065565":[],"065586":6,"065591":[],"065599":6,"065616":[],"065619":[],"065650":[],"06565368":[],"065654":[],"065655":[],"065661":[],"065674":[],"065679":[],"065690":[],"065704":6,"065751":12,"065778":[],"065788":[],"0658141e":[],"065818":[],"065821":[],"065823":[],"065830":[],"065842":[],"065848":[],"065859":[],"065884":[],"065886":6,"06590458":[],"065949":[],"065957":[],"065960":[],"065963":[],"065989":[],"06600954":[],"066030":[],"06603447":[],"06604073":[],"066044":[],"066054":6,"066059":[],"06606215":[],"066066":34,"066088":6,"066103":[],"066127":[],"066145":[],"066153":[],"066162":[],"066192":[],"066199":[],"066205":[],"066207":[],"066218":[],"06622369":[],"066241":[],"06624492":[],"066256":[],"066286":[],"066296":[],"066329":12,"066330":[],"066334":12,"06634473":[],"066354":[],"066358":[],"0663596":[],"06636179":34,"06636934":[],"06637":10,"066412":[],"066425":[],"066452":[],"066458":[],"066474":34,"066483":[],"066500":34,"0665111":[],"066520":[],"066524":12,"066545":[],"066546":[],"066579":[],"06659997":[],"066605":12,"066612":34,"06662069e":[],"06662675":[],"066633":[],"066647":34,"066650":[],"066653":[],"066680":[],"0666807":3,"066686":[],"066707":[],"066709":[],"06674611e":[],"066763":[],"066766":[],"06677444e":[],"066778":[],"066785":[],"066786":[],"066787":34,"06679734":33,"066824":[],"066827":[],"066830":[],"066837":[12,34],"066838":[],"066841":[],"06684886":[],"06685171":[],"066854":34,"066855":[],"066858":[],"066860":6,"066865":[],"066877":[],"06687898":[],"066893":[],"066896":[],"06690071":[],"066909":6,"066912":[],"066929":[],"066934":12,"066948":[],"066951":12,"06698472":[],"066988":[],"066997":[],"066999":34,"067000":[],"067003":[],"067032":[],"06703705":[],"067040":[],"06704902":[],"06706123":[],"067072":[],"067074":[],"067077":[],"067082":[],"067141":[],"067143":[],"067164":[],"067168":[],"067192":[],"067204":[],"067209":[],"067224":[],"067239":[],"06724062":6,"067249":[],"067255":[],"067260":[],"067261":[],"067267":6,"06726755":34,"067270675787016":[],"0672706757870163":[38,39],"067273":[],"067288":[],"067306":6,"067313":[],"067314":[],"0673337":39,"067353":6,"067367":[],"067374":[],"067380":[],"06739484":[],"067400":12,"067431":[],"067435":[],"067437":[],"067454":6,"0674567":[],"067492":[],"067507":[],"067511":[],"067515":[],"067523":[],"06752501":[],"067539":[],"067561":6,"067597":[],"067623":[],"067637":34,"067659":6,"067662":[],"067667":[],"067671":[],"067679":6,"067680":6,"067707":34,"067719":[],"067731":[],"067758":[],"067759":[],"06776056":[],"067764":[],"06777772":[],"067779":[],"067780":[],"06778421":[],"067793":[],"067809":[],"067819":[],"067831":[],"067841":12,"067843":[],"067851":[],"067883":[],"067902":[],"067917":[],"067920":[],"067922":[],"067930":[],"067932":[],"067935":[],"067940":[],"067943":[],"067948":[],"067967":[],"067974":[],"067986":12,"068008":[],"068019":[],"0680225":[],"068024":[],"068030":6,"06804775":[],"068057":[],"06807123":[],"06807336":22,"06808421":[],"068088":[],"06810332":[],"068116":[],"068131":[],"06813806":1,"068171":[],"068193":[],"06819354":[],"068206":[],"068215":[],"068222":[],"068226":[],"068229":[],"06826275":[],"068264":34,"068268":[],"068274":[],"068278":[],"06828347":[],"068289":[],"068307":34,"068317":12,"068324":[],"06833488":[],"068341":[],"068353":[],"068360":[],"068364":[],"068369":[],"068394":[],"068406":[],"068408":[],"068429":[],"068440":[],"068441":34,"06844519414009445":[7,36],"06844519414009446":[7,36],"068446":[],"068471":12,"068479":[],"06849372":[],"068494":[],"068499":[],"0684990216069429":[],"068504":[],"068506":6,"068512":[],"06851496":[],"068528":[],"068533":[],"068539":[],"068587":[],"068592":[],"068597":[],"068607":[],"068613":[],"06862038":[],"068629":34,"068637":[],"068680":[],"068684":[],"068701":[],"068705":[],"068727":34,"068729":[],"068758":[],"068775":[],"06877599":[],"068797":[],"06881293":[],"068827":[],"068828":[],"068843":[],"068872":[],"068873":[],"068877":6,"068897":[],"068903":[],"068904":[],"068906":34,"068912":[],"06891861":[],"068924":[],"0689303":[],"068931":[],"068939":[],"068967":[],"068977":[],"068984":[],"068985":[],"068986":[],"06901081":[],"069028":34,"069045":[],"06908518":[],"069098":6,"069107":6,"069129":[],"06913112":[],"069132":[],"069136":[],"06915429":[],"069155":12,"069172":6,"069179":[],"069187":6,"06919343":[],"069203":[],"069255":6,"06926151969326948":[],"06926192":[],"069270":[],"069293":[],"06929519":[],"069305":6,"069317":[],"069320":[],"069322":[],"069359":[],"069371":6,"069388":[],"069391":[],"069399":[],"06942115e":[],"0694226":[],"069427":[],"069439":[],"069452":34,"069457":[],"069484":[],"069486":[],"069492":[],"069506":[],"069507":[],"069509":[],"069526":[],"06957317":[],"069584":34,"06958788":[],"069590":12,"069592":[],"069597":[],"069606":[],"069636":[],"069637":[],"069667":12,"06967433":[],"069675":[],"069676":[],"069680":[],"069686":[],"069693":[],"069696":12,"069698":[],"06970419":[],"069711":[],"06971862":[],"069750":[],"069754":[],"069761":[],"069784":[],"069785":[],"069802":[],"069811":[],"069840":12,"06984502":[],"069866":[],"069873":[],"069885":[],"069907":[],"069916":[],"0699274":[],"069948":[],"069964":[],"069970":[],"069978":[],"069979":[],"07":[7,34,35,38,40,41],"070010":[],"07001431":[],"070017":[],"070021":[],"070024":[],"070027":[],"070043":34,"070063":[],"07006502":[],"070072":[],"070081":6,"070087":[],"070095":[],"070098":[],"070135":[],"070146":34,"070150":[],"07016":10,"07016861":26,"07017":10,"070172":[],"070178":[],"070181":[],"070183":[],"070190":[],"070213":34,"070248":[],"070258":[],"070273":[],"070274":[],"070275":12,"07027791":[],"070294":[],"070318":[],"07036197":[],"070367":[],"07037089":[],"070380":[],"07039":10,"070414":[],"07043187":[],"070432":[],"070441":[],"070457":34,"070460":[],"070462":[],"070480":[],"070485":[],"07048624":[],"070514":[],"070518":[],"070527":[],"070529":[],"070531":[],"070547":[],"070552":[],"070553":12,"070556":[],"070558":[],"070581":[],"070582":34,"0705828":[],"07058967":[],"070595":[],"070600":[],"070605":[],"070622":[],"07062318":[7,35],"070625":[],"070630":[],"070647":[],"070655":[],"070657":[],"070667":[],"070696":[],"070701":[],"070712":[],"070730":[],"070737":34,"070747":[],"070769":[],"070772":[],"070774":[],"070780":[],"070801":6,"070805":[],"07080668":[],"07082844":[],"07084394":[],"070855":[],"070859":[],"070886":[],"070889":[12,34],"070891":12,"070898":[],"070901":6,"070916":[],"070918":[],"070924":[],"070937":6,"07094607":[],"070950":[],"070966":6,"070967":12,"070974":12,"070975":[],"070980":[],"070986":34,"070991":[],"071001":[],"071012":[],"07101262":[],"071018":[],"071027":[],"071049":[],"071052":12,"071055":[],"071058":[],"07106376":[],"07106891":[],"071070":[],"071081":[],"071087":[],"071092":[],"071093":[],"071103":[],"071105":6,"071121":6,"071143":[],"07114326":[],"07115":10,"071167":6,"071173":[],"071186":[],"071191":[],"071197":[],"071199":[],"071208":[],"071217":[],"07123177":[],"071252":[],"071253":[],"071279":[],"0712848":[],"071290":12,"071291":[],"071294":[],"0713":[1,33],"071314":[],"071328":[],"071341":[],"07134161":[],"071356":[],"07136868":26,"071379":[],"071406":[],"071427":[],"071433":[],"071436":[],"071437":[],"071449":[],"07145103":12,"071459":[],"071461":6,"071471":[],"07147868":[],"07147935":[],"071511":[],"071530":[],"07153605":34,"07153889":[],"071560":[],"071572":[],"071575":[],"071578":[],"071580":[],"071587":[],"071588":[],"07160048164233102":[7,36],"07160048164233104":[7,36],"071608":[],"071624":12,"071638":[],"071643":[],"071646":[],"071648":[],"071655":[],"071656":[],"071666":[],"07166646":[],"071672":[],"071680":[],"071687":[],"071704":[],"07170448":[],"07172852":[],"07172932":[],"07173249":[40,41],"071758":[],"071759":[],"071774":[],"071789":[],"071803":[],"071831":[],"0718316":38,"071868":[],"07187601":[],"07189362":22,"071919":[],"071921":[],"0719267":[],"071935":[],"071937":[],"071947":6,"071954":[],"07195418":[],"071962":[],"071969":[],"071976":[],"071978":[],"072000":34,"072006":[],"072011":[],"072013":[],"072015":[],"072028":[],"072031":[],"072037":[],"07204042":[],"07205852":[],"072065":[],"072083":[],"072085":[],"072092":[],"072101":[],"072111":34,"072121":[],"072132":34,"072140":[],"072147":[],"072148":[],"072171":[],"072173":[],"07218473624441492":[],"072199":[],"072200":[],"072209":[],"072220":[],"072221":[],"072223":[],"072226":[],"072234":[],"072238":[],"072240":[],"072241":[],"072262":[],"072263":[],"072286":[],"072290639572326":[],"07229064":[],"072303":[],"072304":[],"072329":[],"072344":[],"07234492":[],"07235641":[],"072380":[],"072388":[],"072404":[],"072406":[],"07241855":[],"072476":34,"072500":[],"072501":[],"072518":[],"072533":[],"072539":6,"07253999":[],"072551":[],"072577":[],"0725872":[],"07258982":[],"072590":[],"072591":[],"07259548":[],"072599":6,"072615":[],"072621":34,"07263033":[],"072638":[],"072653":[],"072660":12,"072684":[],"072688":[],"072689":[],"072693":[],"072694":[],"072697":[],"072721":[],"072728":[],"072733":[],"072742":6,"072752":[],"072773":[],"072787":[],"07280604":12,"072817":[],"072820":[],"072824":[],"072826":[],"072835":[],"072843":[],"072849":[],"07285":4,"072859":[],"072863":[],"07286621":[],"072885":[],"072888":[],"072902":[],"072914":6,"07291598":[],"07292363":[],"072932":[],"072946":[],"072947":[],"072951":[],"072954":[],"072961":[],"072967":[],"072973":[],"07297544":[],"07298295":[],"072997":[],"073021":[],"07304055":[],"073048":[],"073050":[],"073071":[],"073098":6,"073102":[],"073109":[],"073114":[],"073115":[],"073125":[],"073144":[],"073167":12,"073182":[],"073198":[],"073246":[],"073253":[],"073257":6,"073258":[],"073260":[],"073262":[],"073270":[],"073288":[],"073320":[],"07332248":[],"073339":[],"073340":[],"073344":[],"073349":[],"07335575":[],"073392":[],"073405":[],"073408":[],"073411":[],"073415":[],"073416":[],"07341744e":[],"073418":[],"073422":[],"073423":[],"073438":12,"073442":[],"0734671":33,"073483":[],"073497":[],"073499":[],"073512":[],"073514":[],"073525":[],"073528":[],"073529":12,"073561":6,"073576975500551":[],"073598":[6,12,34],"073599":12,"073612":[],"073644":34,"073647":[],"073662":[],"073667":[],"073672":[],"073683":[],"073684":[],"073685":[],"073705":12,"07372439e":[],"07373479":[],"073735":12,"07376699":[],"07378525":[],"073791":[],"073794":[],"073800":[],"073809":[],"073827":[],"073841":[],"073858":[],"073863":[],"073866":[],"073869":[],"073882":[],"073883":[],"073899":[],"073911":[],"073923":[],"07395645":26,"07397193":[],"073985":[],"073993":[],"074009":[],"074048":[],"07405556":[],"074067":[12,34],"074073":[],"074084":34,"074087":[],"074112":[],"074114":[],"074115":[],"07412144024494684":[],"074130":[],"074134":[],"07415258":[],"074193":[],"074210":34,"07421084":6,"074212":[],"074216":[],"074221":[],"074228":[],"07424587":[],"074265":12,"074283":[],"07429213":[],"074296":[],"07429886e":[],"074301":[],"074314":[],"074323":34,"074328":[],"074334":[],"074358":[],"07435812":[],"074360":[],"074366":12,"074368":[],"074371":[],"074372":[],"074374":[],"074400":6,"074417":[],"074454":[],"074460":[],"074482":[],"0744881":[],"07449122":[],"074506":[],"074524":[],"074531":[],"074561":[],"07456491":6,"07459764":[],"074622":[],"074636":6,"07468007":[],"074688":[],"074693":[],"07469645":[],"074713":[],"07471361":[],"074738":6,"074768":6,"074776":[],"074787":[],"074791":12,"074802":[],"074807":[],"074820":[],"074824":[],"074830":[],"074831":[],"074851":[],"074859":[],"074866":[],"07487128":[],"074882":[],"074892":[],"07489511":[],"07490892":[7,35],"074911":[],"074928":[],"074931":[],"074935":[],"074971":[],"074976":[],"074979":[],"074984":[],"075021":[],"075028":[],"075047":12,"07504726":22,"075048":[],"075052":[],"075058":[],"075070":[],"075083":[],"075086":[],"07510564":[],"07510754":[],"07510785":[],"075109":[],"075114":[],"075129":[],"075136":[],"075155":[],"075157":[],"07517385":[],"075176":[],"075177":[],"07518155":26,"075198":[],"075199":12,"075238":[],"075239":[],"075241":[],"075255":[],"075256":[],"075274":[],"075276":12,"075281":[],"075284":[],"075289":[],"075293":[],"075298":[],"075302":[],"075310":[],"07531349":[],"075320":[],"075321":[],"075334":[],"075343":[],"075356":[],"075363":[],"075365":6,"07537801":[],"075385":[],"075392":[],"075396":[],"075409":[],"075416":[],"075423":[],"075429":[],"075446":[],"075448":12,"075463":[],"075472":[],"075478":[],"07549007":[],"075494":[],"075496":[],"075498":[],"075501":[],"075513":[],"075522":[],"075525":[],"075542":[],"075544":[],"07555537":[],"075557":[],"075560":6,"075562":[],"075563":[],"075567":[],"075576":[],"075595":[],"075600":[],"075602":[],"075609":[],"075613":[],"075615":[],"075634":[],"075639":[],"075640":12,"075658":[],"075671":[],"075677":[],"07568256":[],"075689":[],"075695":6,"075711":[],"075712":[],"075718":[],"075723":12,"075733":6,"075753":[],"075761":[],"075771":[],"075794":[],"075809":[],"075816":34,"075822":[],"075823":[],"075830":[],"075831":12,"075834":[],"075838":[],"075842":[],"075864":[],"075868":[],"075872":[],"075876":[],"075878":[],"075880":[],"075883":[],"075885":[],"07588754093232836":[],"075889":34,"075897":[],"075909":[],"075911":6,"0759216":[],"075956":[],"07597049":[],"075974":[],"075978":[],"075988":[],"07600369":[],"0760318":[],"07603598322691016":[],"076057":[],"076059":12,"076065":[],"076066":[],"076071":[],"076076":[],"076078":12,"076079":[],"076082":[],"076091":[],"076101":[],"076108":[],"07612762":[],"076138":[],"076150":34,"076154":[],"076157":[],"076161":[],"076163":[],"076167":[],"07617734331359052":[],"076189":[],"076203":[],"076212":[],"076225":[],"076232":[],"076244":[],"076248":[],"07625077951488718":30,"076259":[],"07626658":[],"07630326327869198":[],"076306":[],"076315":12,"076321":[],"076333":[],"076334":[],"076340":[],"076351":[],"076361":[],"076378":[],"076389":[],"076393":[],"076396":[],"076411":[],"076418":[],"07641937":36,"076434":[],"076435":[],"076436":[],"076448":[],"076459":[],"076473":[],"076479":[],"0764924":[7,35],"076508":[],"076542":[],"076543":[],"076547":[],"076555":[],"0765856870687196":[],"07658569":[],"076586":[],"076616":[],"076618":[],"076638":[],"076647":[],"076648":[],"076654":[],"07665857":[],"076665":[],"076679":[],"07668538":[],"076692":12,"076693":[],"076698":[],"076758":[],"076776":[],"076776262573027":[],"076777":[],"07678":10,"076791":[],"076796":6,"076803":[],"076829":[],"076833":[],"076840":[],"076857":[],"076859":[],"076876":[],"0768805855280187":[],"076894":[],"07690911":[],"07692307692307693":10,"076934":[],"076938":[12,34],"076947":[],"076951":[],"076968":[],"07698164":[],"077035":[],"07704298":[],"07705051":[],"077053":[],"077060":[],"077061":[],"07706200276162956":[],"077091":[],"07712197e":[],"07712506":[],"07712724":[],"077131":[],"077139":[],"077141":[],"077168":34,"077172":12,"077180":[],"077184":[],"077226":[],"077248":[],"077254":[],"07726368":[],"077280":[],"077292":[],"077301":[],"077304":[],"077310":[],"077326":12,"077329":[],"077337":[],"077341":[],"0773554":[],"077358":[],"077382":[],"077391":[],"07740964":[],"077411":[],"077414":[],"077431":[],"07745579":[],"077460":34,"077476":[],"0774777":[],"077485":[],"077486":[],"077488":[],"077490":[],"077510":[],"077516":[],"077523":[],"077529":[],"077534":[],"077539":[],"077541":[],"077550":[],"077553":[],"077566":[],"077567":[],"077601":[],"077608":[],"077613":[],"07763918":[],"077641":[],"077643":[],"077653":[],"0776532":[],"077672":[],"077683":[],"07768993":[],"077711":[],"07772209":33,"077733":6,"077736":[],"077745":[],"07776381":[],"077764":[],"07777777777777778":[41,42],"077782":[],"077785":[],"077794":6,"077813":[],"077825":[],"077837":[],"077839":[],"077857":[],"077861":[],"077899":[],"077906":[],"077941":[],"077953":[],"077965":[],"077975":[],"07797763":[],"077985":6,"078000":[],"078015":6,"078035":[],"078039":[],"078044":[],"078051":[],"078067":[],"07807026":[],"078071":[],"07808426989543932":[],"078104":12,"078110":34,"078118":[],"078123":[],"078131":[],"078146":[],"078170":[],"07820":10,"07820074":[],"078210":[],"078227":6,"078238":[],"078251":12,"078267":[],"078268":[],"078282":[],"078284":[],"078308":6,"078313":[],"078324":[],"078326":12,"078336":34,"078359":[],"078363":[],"07836545":[],"07836997022107646":[],"078386":[],"078398":12,"078409":[],"078447":[],"078454":[],"078474":[],"078493":12,"078540":34,"078541":[],"078544":[],"078548":[],"078557":[],"078573":[],"07858042":[],"078588":[],"078589":[],"07860645184491624":6,"07862466":[],"078636":[],"07864":10,"07865450504129884":[],"078661":[],"078684":[],"078688":[],"078708":[],"078709":[],"07871":10,"078711":[],"078731":[],"078741":[],"078751":[],"078753":[],"078782":[],"078825":[],"078855":[],"078867":[],"078889":[],"078898":[],"07890044":[],"078912":[],"078913":[],"078921":[],"078945":[],"078953":[],"078958":[],"078974":34,"078981":[],"078986":34,"079000":[],"079002":[],"079013":[],"079017":[],"079026":6,"079027":[],"079030":[],"079059":12,"079074":[],"079080":[],"079089":[],"079107":[],"07911268":[],"079114":[],"079138":[],"079161":[],"079164":[],"079174":[],"079184":[],"07919041":[],"079202":[],"079218":[],"079240":[],"0792589":22,"079265":[],"079334":[],"079347":[],"079369":[],"079391":[],"079393":[],"07939331":[],"079420":[],"079429":[],"07944154":[26,33],"079443":[],"079444":[],"079487":[],"07950356694388497":[],"079510":[],"079518":[],"079535":[],"079562":[],"079566":[],"079570":12,"07962663":[],"079638":[],"079657":[],"079670":[],"0796891867672603":[7,36],"07969087":[],"07971187802560528":[],"079739":[],"079745":[],"079747":[],"07974741":[],"079783":[],"07978850553011713":[],"079855":[],"079874":[],"079883":12,"079886":12,"079887":[],"079901":6,"079903":[],"079946":34,"079947":[],"079953":[],"079959":[],"079967":[],"07996807":[],"079976":[],"079977":[],"079982":[],"079987":[],"07998756":[],"079989":[],"079998":[],"07it":[],"08":[10,30,34,38,39,40,41,43],"080032":[],"080082":[],"080094":[],"08009874":[],"080103":[],"08010965":[],"080110":[],"080139":[],"080150":[],"080171":[],"08019747":[],"080199":[],"080205":[],"080220":[],"080222":[],"08023512":38,"080237":[],"080258":[],"080268":[],"080271":[],"080286":[],"080287":[],"080301":[],"080316":[],"08032505":[],"080330":[],"080345":[],"080353":[],"08036056":[],"080363":[],"080380":[],"080403":[],"08043851":6,"080448":[],"080453":[],"080474":[],"080493":[],"08050628":33,"080535":[],"080549":[],"080555":[],"080559":[],"080576":[],"080585":[],"08059005":[],"080605":[],"080608":[],"080616":34,"080620":[],"080630":[],"080631":[],"080651":[],"080657":[],"080658":[],"08068207":[],"080702":[],"080704":[],"080706":[],"080735":[],"080747":[],"080764":34,"080766":[],"080793":[],"080799":6,"080832":[],"080849":[],"080857":6,"080875":[],"080886":12,"08089421":[],"080903":[],"08090942":[],"080910":[],"080928":6,"080947":[],"080950":[],"080964":12,"080987":[],"080997":[],"081031":[],"081038":[],"08109405":[],"081103":[],"081107":[],"081151":12,"081169":12,"081194":[],"081195":[],"081217":[],"081221":[],"08122943":[],"081232":[],"081235":[],"081246":6,"081252":[],"081270":12,"081276":34,"081283":[],"081296":[],"08131003":7,"0813156":[],"081316":12,"081324":[],"081342":[],"081365":12,"081405":[],"081410":[],"081411":[],"081431":[],"081450":[],"081457":[],"081494":[],"081523":[],"081527":[],"081530":[],"08153923":[],"08154221680664263":[],"081544":[],"08156108":[7,35],"08159479":[],"081637":[],"08165104":34,"081652":[],"081655":34,"081681":[],"081683":12,"081686":[],"081702":[],"081728":[],"081730":[],"081750":[],"081772":[],"081793":12,"081796":[],"08179906":[],"081811":[],"081823":[],"081835":[],"081836":[],"081845":[],"08187062":[],"081871":[],"08188888":34,"08189696":[],"08191754":[],"081926":[],"081931":[],"081955":[],"081978":[],"082002":[],"082009":[],"082018":[],"0820185":[],"082023":12,"082043":[],"082057":[],"082085":[],"082115":[],"08212093":[],"082121":[],"082126":[],"082149":[],"082151":[],"08216308":[],"082170":[],"082173":[],"082174":[],"082180":[],"082216":6,"082223":12,"082230":[],"082240":[],"082249":[],"082256":[],"082264":[],"08227057":[],"082274":[],"08227668":[],"082303":[],"082307":[],"082316":[],"082318":[],"08233627":[],"082342":[],"082355":[],"082361":[],"082412":[],"082414":[],"08244283":[],"082464":[],"082478":[],"082482":[],"08251519":[7,35],"082518":[],"082519":[],"082533":[],"082537":[],"082553":[],"082596":[],"08259753":[],"082598":[],"082653":34,"08266769":[],"082670":[],"08273561":22,"082742":[],"082753":[],"082764":[],"082784":[],"082785":[],"082794":12,"08280012":[],"082803":[],"082857":[],"082876":[],"082878":[],"082940":[],"082947":[],"082957":[],"082971":[],"08299273e":[7,35],"08300526":[],"083016":[],"083034":[],"08304321":[],"083046":[],"083061":[],"083092":[],"083119":[],"08312573":[],"083128":[],"08313374":[],"0831367":[],"083138":[],"083179":[],"083182":[],"08318298e":[2,41,42],"08319383":[],"0832":[],"083203":[],"083213":12,"083248":[],"083257":[],"083259":[],"083260":[],"083266":[],"083268":[],"083288":[],"08332537":[],"083331":[],"08333333333333333":10,"083341":12,"083342":[],"08336233266":5,"083405":[],"083446":[],"08344633":[],"083459":[],"083465":[],"083471":[],"083479":[],"083499":[],"083501":[],"083504":[],"083527":34,"083547":[],"083548":[],"083564":[],"083582":[],"083596":[],"083597":6,"083645":[],"08370977":[],"083714":[],"083734":[],"083765":[],"08376632":[7,34,35],"083766322923899":[7,34,35],"0837663229239043":[7,34,35],"083793":[],"083801":[],"083840":6,"083864":[],"083900":[],"08391725":[],"083930":[],"08394521":26,"083968":[],"083970":[],"083982":[],"08398399377155011":[],"084006":6,"084018":[],"084042":[],"084076":34,"084091":[],"084112":[],"084122":[],"084127":[],"084139":12,"08418548":[],"08418956":[],"084194":6,"084195":[],"08419839":[],"084209":[],"084218":[],"08421808":[],"084222":[],"084255":[],"08425705":38,"08426840630693411":[7,36],"08426840630693413":[7,36],"084289":[],"084312":[],"084319":[],"084340":[],"084346":[],"084358":[],"084376":[],"084406":[],"084423":[],"084434":[],"084440":[],"084486":[],"084514":[],"084531":[],"084535":[],"084548":[],"08455":10,"084550":[],"084568":[],"08458591":[],"084595":12,"08460718":[],"084619":[],"084637":[],"0846409":[],"084674":[],"084687":[],"084694":[],"084695":[],"084702":[],"084712":[],"08472879":[],"08474":10,"08479726":38,"084801":[],"084809":34,"08482302":[],"084847":[],"084858":[],"08487999":[],"084910":[],"084915":[],"084934":[],"084963":[],"084967":[],"084976":[],"084987":[],"084996":[],"085079":[],"085096":[],"085099":[],"085120":[],"085139":[],"085141":[],"085145":[],"085147":[],"085150":[],"085155":[],"08516604":[],"085197":[],"085201":[],"085212":[],"085222":[],"085268":[],"085294":[],"085295":[],"085353":[],"08536248571780691":[],"085369":[],"085378":[],"085390":[],"08539155":38,"085392":[],"08539583":[],"08540984":[],"08543112":[],"085436":[],"085455":[],"08546261e":[],"085463":[],"085486":[],"085489":12,"08551306":[7,35],"085518":[],"085548":[],"085573":[],"085592":[],"08559230156092426":[],"08561649":[],"085655":[],"085659":[],"085690":[],"08569593":[],"085712":[],"085716":[],"085722":[],"08572513":[],"085728":[],"085747":[],"085762":[],"085764":[],"08576932":7,"08578912":[],"085790":[],"085807":[],"085819":[],"085820":[],"085833":[],"085853":[],"085871":12,"08587209":[],"085902":[],"085918":[],"08593216":[7,35],"085935":[],"085937":[],"085970":[],"085973":[],"085980":[],"085988":[],"085996":[],"08601328":[],"086021":[],"086026":[],"086058":[],"086068":[],"08607283":[],"08609047":[],"086092":[],"086095":[],"086096":[],"086101":[],"086107":[],"08611111111111111":[41,42],"086125":[],"086130":[],"086203":12,"086212":[],"086218":[],"08622478":[],"086227":[],"086230":[],"086239":[],"08624193":[],"086250":[],"086256":[],"086286":[],"086287":[],"086289":[],"086306":[],"086318":[],"086326":[],"086338":[],"086339":[],"086346":[],"086364":[],"086391":12,"0864086":[],"086410":[],"086428":[],"08642966":[],"08646474":[],"086471":[],"086483":[],"08648837":[],"086489":[],"086493":12,"086508":[],"086548":[],"086576":[],"08660891":[],"086609":12,"086611":[],"086653":[],"086655":[],"08667591":[],"086686":12,"086694":[],"086712":[],"086730":[],"08675226":[],"086797":[],"086799":[],"086808":[],"086809":[],"08683446":[],"08687303":38,"08690":10,"08690184845323":[],"08691139":[],"086913":[],"086970":[],"08698097":[],"08699295e":[],"08699604706693358":12,"08700526":[],"087020":[],"08702578":[],"08705631913312815":[],"087102":[],"087135":[],"087210":[],"087227":12,"087255":[],"08728977":[],"087297":[],"087327":[],"087340":[],"08734023":[],"087369":[],"08737872":22,"087424":[],"08742496":[],"087429":[],"087474":6,"08747795":[],"0875061":[],"087560":[],"08758":10,"08758013":[],"087585":[],"087621":[],"087675":[],"08771271":[],"0877492":[],"087772":[],"08777858":[],"087789":[],"08779325":[],"087828":[],"087864":[],"087871":[],"087876":[],"087909":[],"087930":12,"08793554992813543":[],"087946":[],"087988":[],"08799729":[],"088023":[],"088029":[],"088030":[],"088038":[],"088058":[],"08809115":[],"088102":[],"088127":[],"08816816":[],"0881981":6,"088199":[],"088200":6,"088242":[],"08824304e":[],"08826182458028335":[],"08826256":[],"08833634":[],"088375":[],"088383":12,"088390":[],"08839544":[],"088425":[],"088441":[],"088455":[],"088481":[],"08854388":[],"088574":[],"08858739":[],"088599":[],"08860502":[],"088609":[],"088636":[],"088642":[],"088650":[],"088651":[],"088680":[],"088694":[],"08871404":6,"088726":[],"08881497884574564":34,"08888888888888889":[41,42],"088926":[],"08896995":[],"088970":[],"089":[],"089007":[],"08902":10,"089052":[],"089055":[],"089065":[],"08906939":30,"089069393266692":30,"089086":[],"08919261":[],"089288":[],"089311":[],"08931169286872433":[],"08931681":[],"08933713":[],"089338":[],"08935132374099551":[],"089354":[],"089376":[],"089377":[],"089386":[],"0894015":[],"089404":[],"089408":[],"089417":[],"089421":[],"08946029":[],"08947292":[],"08949703e":[],"0895043":[],"0895387":34,"089539":34,"089548":[],"08956994":[],"089576":[],"089578":[],"089600":[],"08961438":[],"089619":[],"089626":[],"089639":[],"089653":[],"089668":[],"089690":[],"089704":[],"089708":[],"089714":[],"089718":[],"089726":[],"089730":[],"089735":[],"089738":[],"089748":[],"089755":[],"089760":[],"089761":[],"089763":[],"089769":[],"08977751":[],"089783":[],"089785":[],"089786":[],"089790":[],"089795":[],"089800":[],"089826":[],"08984905":[],"089858":[],"089859":[],"089872":[],"089940":[],"089949":[],"08996":10,"089996":[],"09":[2,34,41,42],"090002":[],"09000242":39,"09000319":[],"090033":[],"090038":[],"090075":[],"09007789":[],"090081":[],"090114":[],"090118":[],"09014451":[],"090154":[],"09016979":[],"090174":[],"090204":[],"09024338":26,"09024373":[],"09028702":[],"090302":[],"090319":[],"09033649":[],"090387":[],"090429":[],"090437":[],"090439":[],"090440":[],"090448":6,"090468":[],"090475":[],"090476":[],"09048717285916912":[],"090492":[],"090561":[],"090565":[],"090624":[],"090626":[],"09065603":[],"09070064":[],"090717":[],"090721":[],"09078672":[],"0907958":[],"090804":[],"090935":[],"090985":[],"091":[],"091015":[],"091034":[],"091068":[],"091074":12,"09109617":[],"091136":6,"091159":[],"09120503":[],"09121162":22,"09129027":[],"091326":12,"09135059e":[],"091362":[],"091365":[],"091388":[],"09156055":[],"09156398":[],"09163947":7,"09165112":[],"091653":[],"09166666666666666":[41,42],"091674":[],"0917":10,"09171886":[],"091731":[],"091732":[],"091871":[],"09189665":[],"09192497":[],"092013":[],"092062":[],"092064":[],"09206825":[],"09209032":[],"09211239":[],"09219464":[],"09224244":[],"092252":[],"09225273":[],"092347":[],"092374":[],"092401":[],"09241887":[],"092421":[],"09242193":[],"092454":12,"09246293455466892":[],"092486":[],"09251":10,"092530":[],"092533":[],"09257332":[],"09258408":[],"092607":[],"092608577084595":[],"09267158":[],"092689":[],"092703":[],"092746":[],"09280524":[],"09291556244521161":[],"09291806":[],"092956":[],"09296935":[],"092982":[],"09299349":[],"09300398":[],"093004":[],"093011":[],"09303501":[],"0930438":[],"093045":[],"093094":[],"09310479":[],"093115":[],"09314326":26,"093226":[],"093288":[],"09331672":[],"09345236":[],"09346106":[],"09347829":[],"09353846":[],"093554":[],"093572":[],"09360113":[],"09360642":[],"09368":38,"093680":[],"09371427":[],"09374315e":[],"0938492":[],"09397626":[],"09398153":[],"094027":[],"094044":[],"0940821989627646e":[7,35],"0940821989652176e":[7,35],"094099":[],"094189":[],"094243":[],"094254":[],"094304":[],"094362":[],"09440493433371173":[],"094439":[],"09444444444444444":[],"09446058":22,"09452695":[],"094527":[],"094630":[],"09469095":[],"094697":[],"094797":[],"094849":[],"094857":[],"094862":[],"09487358":[],"094877":[],"09491833":[],"094941":[],"09497303":[],"095037":[],"095077148135215":[],"095090":[],"095106":[],"095125":[],"09512539":[],"09515455":[],"095178":[],"095278":[],"09529067":[],"09533458":[],"095358":[],"095395":[],"095425":[],"09543871010617433":[],"095465":[],"0956114":38,"095626":[],"095710":[],"09572047":[],"095803":[],"095805":[],"09584387":[],"09590269e":[],"09590878":[],"095915":[],"09604976":[],"096077":[],"096078":[],"09609807":6,"09610694":[],"096203":[],"09621323":[],"09622593":[],"096270":[],"09627032":[],"096287":[],"0963304":22,"096339":12,"096365":[],"09637807":[],"09649893":[],"096511363983559":[],"09651792":[],"096570":[],"096630":[],"09664324":[],"09666342":[],"09667969":[],"096690":[],"096700":[],"096731":[],"096811":[],"09695222":[],"097017":[],"09702948":[],"097060":[],"097115":[],"097365":[],"097380":[],"0973900819831327":[],"09739637":[],"09740532e":[],"0974061":[],"0974119":[],"09744":10,"09755017":[],"09760893":[],"0976598":[],"097667":[],"09780":10,"097873":[],"09790216282081063":[],"09791":10,"09808149":[],"09808284":[],"09808622":[],"09812323e":[],"098144":[],"09821823":[],"09829902":[],"0983565":[],"098371":[],"098414":[],"098431":[],"09846933":[],"09848937":[],"09851247":[],"09861229":[26,33],"09862097":[],"09878301":[],"09880256":[],"098803":[],"09895512":[],"09900258":[],"09903804":9,"09905657":[],"09913654":[],"09919198949275869":[7,36],"09919725":[],"09927808":[],"09928714":[],"09930135":[],"09931721":[],"09941275e":[],"09941804358942685":[],"099494":[],"09951287404314545":[2,41,42],"099588":[],"099622":[],"09964573":[],"0999075":[],"0n":[1,33],"0s":[41,42,43],"0x0006":[4,5,15,43],"0x10746eeb0":[],"0x10b911550":[],"0x10b9828b0":[],"0x10cc52cd0":[],"0x10fcfaeb0":[],"0x117195940":[],"0x117269df0":[],"0x1174af160":[],"0x11753f700":[],"0x117715eb0":[],"0x117893340":[],"0x117c17be0":[],"0x117edb760":[],"0x1180defa0":39,"0x1181696a0":39,"0x11892e7f0":[],"0x118995f70":[],"0x11975e550":[],"0x11a8ace50":[],"0x11af6aa90":[],"0x11b160a60":[],"0x11ba4a5b0":[],"0x11baaec10":[],"0x11bc3a1f0":[],"0x11bcee130":[],"0x11bdd4640":[],"0x11c3bd700":[],"0x11edfa8b0":22,"0x11ef1aac0":22,"0x11f13fb20":[],"0x11fa3db20":[],"0x11fc31790":[],"0x11fd7c160":[],"0x11ffa0ee0":[],"0x120b67a60":38,"0x120cc1b20":[],"0x1213d5ee0":38,"0x121cf68e0":[],"0x1220ecf70":[],"0x122eac100":[],"0x124252b80":[],"0x124b30190":[],"0x124b96d60":[],"0x1253cc610":[],"0x125606520":[],"0x125dbb640":[],"0x126431130":[],"0x1273ffac0":[],"0x1279bd460":[],"0x127d8ceb0":[],"0x12aaa0b20":[],"0x12b14fa90":[],"0x12ccea880":[],"0x12e13a850":[],"0x130ca6a60":[],"0x13134a100":[],"0x1322a9a00":[],"0x135f8b1f0":[],"0x1360ef5e0":[],"0x145270160":[],"0x1452d6eb0":[],"0x1522ef130":[],"1":[0,2,3,4,5,6,7,8,9,10,11,12,13,14,15,20,22,26,28,29,30,31,32,35,36,37,38,39,43],"10":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,22,23,24,26,27,29,30,31,33,34,35,36,37,38,39,40,41,42,43],"100":[1,2,3,4,5,6,7,9,10,11,12,14,15,16,17,18,22,23,26,30,31,33,34,35,36,37,38,39,40,41,42,43],"1000":[0,1,2,3,5,6,9,12,14,15,22,23,25,30,33,34,37,38,39,41,42],"10000":[3,6,7,11,12,14,30,35,36,42,43],"100000":9,"10001":11,"100083":[],"10008326":[],"1000911":[],"1001":[10,30],"1001408041761458":[],"1002":30,"100209":[],"10029389":38,"1003":30,"10030":10,"10036694":[],"10041812":35,"1004727":[],"10047943":[],"1005":30,"100523":[],"10055596":22,"10068448":[],"1007":36,"1007711427354898":[7,36],"100816":[],"1009":30,"101":43,"10100211":[],"101008878523571":[],"10107914":[],"1011":30,"101150":[],"10115017":[],"10116149":[],"10124634":[],"101263":[],"101288":[],"101292":[],"1013":30,"10131081":[],"1013878":30,"1013904243":30,"10141413e":[7,35],"10145028":[],"1015":30,"10152451":39,"1015491":38,"10158754":[],"1015am":33,"10175169":[],"10179509":[],"10189951":[],"10200001":[],"10202674":[],"10213605":[],"102147":[],"10219344":[],"102209":[],"1023":30,"10230":10,"1024":[4,43],"10240571":[],"10242458":[],"10252946":26,"1026":30,"10261093":[],"1027":30,"10274274e":[],"10276112":[],"10296919":[],"103":[2,41,42],"1030":30,"10321406":[],"10325557":[],"10331028":[],"1033455":[],"10340":10,"10340733":[],"10348862":[],"10365224":[],"10369090e":[],"1037":30,"10371767":[],"10378326e":[2,41,42],"1038":30,"10387439":[],"10391807":[7,35],"10398646080125032":[7,36],"10398646080125035":[7,36],"104":43,"1040":30,"10402095":[],"10405456":12,"10407019":[],"10425587":[],"10426556":[],"10426802":[],"10430":10,"10440237":34,"104411":34,"10453899":[],"10454793727627841":[],"10465415":[],"1047":30,"10470031":[],"10478375":[],"10491353":[],"10499357":38,"105":[3,35],"1050951":[],"10517643":[],"10520":10,"10520393":[],"10537416":[],"10539984":[],"105400":[],"10541723644166373":[],"10542736e":[],"10555555555555556":[41,42],"10556487":[],"1055854":[],"10560458":[],"10560535":[],"10572":36,"10587277":[],"10589577":6,"10595991":[],"10598715e":[40,41],"106":3,"10604579e":[],"106095":[12,34],"10619914":22,"10637914":[],"1064601390492845":[],"10646014":[],"10685672":33,"10687432e":[],"10688434":[],"10692529":33,"10695771":[],"10719554":[],"10719859":[],"10730076":[],"10738656":[],"107387":[],"10747579":[],"107476":[],"1074792":[],"10754764":[],"10755063024965804":26,"10766611":[],"10786423":[],"1079":36,"10790125813226321":34,"108":[3,7,10],"10801706":[],"1080176":[],"10837392":[],"1084649":12,"108465":12,"10848476":34,"10851177":[],"10854118":[],"10888197":[],"1089165":[],"10898643":[],"10901131":[],"10907699":[],"10908858":[],"10909182e":[],"10913":7,"10923006e":[],"10931453":[7,35],"10936832":[],"10950876":[],"10960":10,"10987614":[],"10991429":[],"10994958":[],"10995472e":[40,41],"10e":[41,42,43],"10th":10,"10x":[1,33],"11":[0,1,2,3,6,7,8,9,10,11,12,13,14,16,17,22,24,26,27,28,29,30,31,32,33,34,35,36,37,38,39,41,42,43],"110":3,"1100":30,"11004595":[],"11005335":[],"11006373":[],"1101":30,"11022302e":[6,39,40],"11038556":[],"11042239":[],"11048466":[],"110485":[],"11052859":[],"11061452":[],"11080997912276":[],"11081083":[],"1108407":[],"11085761":22,"111":[0,2,3,8,13,37,39,40,41,42],"11100":10,"11113486":[],"111135":[],"1112416":[],"11129947":[],"11131389":[],"11144292":[],"11147544":[],"11163239":[],"11164003":[],"11164926":[],"11171148":[],"1118933":[],"112":3,"11202337":36,"11204514":[40,41],"11214365":[],"11221557":[],"11232457":[],"112383":[12,34],"1124":10,"11245282":[],"112619":[],"11261935":[],"11265643e":[],"11277166":[],"112772":[],"11285621":[],"113":3,"1130676":[],"11313433":[],"11315542":[],"11315771":[],"11320323":[],"11320726":[],"11323706":[],"11331834":[],"11361003":[],"1137048":[],"11371176e":[],"11382896":35,"11388017":[],"11388888888888889":[],"11390":10,"114":[3,43],"11406297261341168":[],"11416086":[],"11425439":[],"11433693":[],"114384":[],"11438414":[],"11439407":[],"11449851":[],"11449867":[],"114499":[],"114550":36,"11457699":[],"11462415":6,"114795":[],"11479519":[],"11482289e":[7,35],"1148541":[],"11487977":[],"11490318":[],"11498192":[],"11501291":[],"11507992e":[2,41,42],"11526665":[],"115356":[],"11535632":[],"11543883":[],"11547777218872497":[7,36],"11548661":[],"11556912":[],"11570114e":[],"11571507":[],"115822":7,"1158848":[],"11588954":[],"11590":10,"11596287":[],"11596834":[],"11597515":[],"11620886":[],"11634286":[],"11634286035477":[],"11636264e":[],"1164167":[],"11660":10,"11666666666666667":[2,41,42],"11675128":[],"11683558":[],"1169204":[],"1169242":[],"11692966":[],"11694":27,"11694197":[],"117":[9,24],"11707891":22,"11715109e":[],"11725761":[],"11731667":[],"11744554e":[7,35],"11747908":[],"11762444":[],"11763276":33,"11780":10,"11797382":[],"118":[1,8,24,37],"11822173":[],"11826404":[],"11827698":12,"11830757":35,"118318":34,"1184":36,"11840":10,"11844773":[],"11861803":[],"11868033":[],"11877604":[],"11890":10,"11891833e":[],"11894467":[],"119":[1,8,24,37],"11922031":[],"11928633e":[],"11930916":[],"11935351":[],"11938084":[],"11944131e":[],"11969984":[],"1198891":[],"11991488":[],"11992194":[],"119922":[],"119936":[],"12":[1,2,3,4,5,6,7,8,9,10,12,13,22,23,24,26,28,30,32,33,34,36,37,38,39,41,42,43],"120":[1,4,8,24,37,43],"1200":43,"1203":10,"12031117":[],"1203284":9,"12040799":[],"120435":[],"12043521":[],"12044974":34,"120450":34,"12062771":[],"12068251":[],"12079371":[],"12081773":38,"12084953":[],"12085937e":[],"12099567":[],"121":[9,10,11],"12123488":[],"12124104":[],"121292":[],"12135727":[],"12143852":[],"12152902":[],"12155483":[],"1215pm":[31,33],"12166797":[],"12182967":[7,35],"12183393":[],"12183785":[],"12190193":[],"121902":[],"12198":[],"122":[9,10,11],"12204312":[],"12206013":[],"12206812":[],"12208052":[],"12210357":[],"12220088":[],"12220276":[],"12220773":[],"12221462":22,"12222222222222222":[2,41,42],"12235593":[],"12242545":[],"12279959":[],"12282958127703":[],"123":[],"12318726e":[7,35],"12329646":[],"12330033":34,"12333649":[7,35],"12363332":[],"123711":7,"12380":10,"12382443":[],"12392385":[],"123928000581825":[],"12393064":[],"12394921":[],"124":[1,33],"12400":10,"1242":9,"124228866018077":[],"12425815":[],"124325":[],"12443338":[],"12443871":[],"12461758":[],"12462963":[],"12466453":[],"12498355":[],"12510307":38,"1251681":[40,41],"12534765":[],"12536737":38,"12544009":[],"12544297":[],"1255057631975562":[],"12552073e":[7,35],"125757":[],"12591227":34,"126":10,"12600095":[],"12607006":[],"1261":10,"12618549":6,"1265":10,"12667402":[],"12675974":[],"12686507":[],"127":5,"12702643":[],"1271":7,"12726334":39,"12733488":[],"12733892":[],"12777777777777777":[],"12790":10,"128":[4,5,14,38,39,43],"1280526":[],"12829994e":[],"12831838":[],"128393685824704":[],"12840176":[],"1284100258440377":[],"12846660e":[],"12871842":34,"12873424":[],"12893437":[],"12893778":[],"128x128":43,"129":[],"129012":7,"12903093":[],"12907328":22,"12910258":[],"12922837":[],"12936913":[],"12952339":35,"12957454":[],"1297":10,"12978318":[],"1298":10,"129859":33,"129963":36,"12it":[],"12pm":[31,33],"13":[1,2,3,6,7,8,10,12,13,19,22,24,26,28,30,33,34,36,37,38,39,41,42],"130":10,"13003291":[7,35],"13009402":[],"13012167":[],"13024288":[],"13035147135400782":[],"13037395":[],"13040489":[],"13055555555555556":[],"13055762":[],"13059483":[],"130694":34,"13069442":34,"13086825":[],"13092444":[],"131":10,"13107995":[],"13117805":[],"13134148011170077":[],"13137881":[],"131379":[],"13152828":[],"13162821e":[],"13164176":[],"13181493":[],"13186167":[],"13195623":[],"13196676":[],"132":10,"13203156":[],"13206207781887236":[],"13217667":[],"13220608e":[7,35],"132441":[],"13244119":[],"1325":7,"1326":10,"13260573":[],"1326197715":33,"132756":[],"13280":10,"13286177":[],"13296813":[],"13298019":[],"133":[8,37],"13300211":[],"1332":36,"13324158":[],"13326664":[],"13337992":[],"13343872":[],"13355309":[],"13373501":[],"13378194":[],"134":35,"1343232":39,"13437168":[],"134534":[],"13453411":[],"13455019":[],"13457622":[],"13473512":22,"13485566":[],"135":10,"1350":36,"13518746":[],"13531906":[],"13535942":[7,35],"13537597":[],"135553999655979":[],"13564988":[],"1356995":[],"13590426":[],"136":[1,8,37],"13600596":[],"136066":[],"13607502":[],"13625288":[],"13646574":6,"13659941":[],"13661243e":[7,35],"13663125":[],"13664315":26,"1366929":[],"13675593":[],"136756":[],"13679863":[7,35],"13680048":[],"13684661":[],"13699574":[],"136996":[],"137":[1,8,37],"13706862":[],"13714577":33,"13728124":[],"13729154":[],"13738633":[],"13740":10,"137652":[12,34],"13781304":[],"1378267322316808":[],"13788033":[],"13791264":[],"13799037e":[],"138":[1,8,37],"13819592e":[],"13820":38,"13825388":[],"13845051":[],"13847167":[],"1385":7,"1385510301651882":[],"13858163":[],"13861839":[],"13865173":6,"13866942":[],"138775":[12,34],"13877544":22,"13878649":[],"1388888888888889":[],"13890":10,"13896095":[],"139":[1,8,37],"13904707":[],"13911934":[],"13913033":[],"139224":[],"1392559585020426e":[7,35],"139255958997547e":[7,35],"1393548":[],"13945974":[],"13956654":[],"13976073":[],"1399386":[],"13it":[],"14":[0,1,3,5,6,7,8,9,10,11,12,13,22,23,24,26,30,32,33,34,36,37,38,39,42,43],"140":[1,8,10,37],"14002608":[],"14021063":[7,35],"14029264":[],"1403625":26,"14038959":[],"140390":[],"14040757":[],"14043884":[],"14045682":[],"14046224e":[],"14084366":[],"141":[1,8,37],"14100":10,"14104212":[],"14112437":[],"14114294":[],"141182":[],"14118216":[],"1412":[22,38,39],"14122256":[],"14123881":[],"1416398":[7,35],"14174745":[7,35],"1418":10,"14187173":[],"14192454":[],"14195011":30,"142":[1,8,10,37],"14213876":[],"14216089":[],"142188":[],"14218838":[],"14229643":22,"14230327":[],"14239961":[],"1424112":[],"14249052":[],"14250":10,"14251309":[],"14260706":[],"14277718e":34,"14282569":30,"14285244":[],"143":[0,1,3,8,10,37],"14309433":[],"14335140e":[],"14359337":33,"14369927":[],"1437":[2,41,42],"14371995":26,"14373934e":[40,41],"14383145":[],"144":[1,3,8,37],"14400":10,"14404536":[],"1440501043841336":[2,41,42],"1441031":[],"14424825":[],"14433067":[],"14437776":[],"14440":10,"14452065":[],"14452678":[],"14465374":[],"144654":[],"1446729567":5,"144848":[],"14484831":[],"14495737":[],"145":[],"14523337e":[],"14537136":33,"14550854":[],"145509":[],"14559761":[],"14568914":35,"145753":[],"1457534":[],"14580867":[],"14599499":[],"146":3,"14605929":[],"14610161":[],"146141":[],"146212":[],"14629156":36,"14638":38,"14643345e":[],"14690374":[],"146904":[],"14697222":[],"14697641":[],"147":[],"14708":[],"14710":10,"14716":7,"147161":[],"14721582":[],"14722222222222223":[2,41,42],"14730311":[],"147400":[12,34],"147420":[12,34],"14751649":[],"147545":[],"1477190177681485":[],"1477805":[],"14780956":[],"147836":[],"14783612":[],"1479":10,"148":[3,4,5,15,43],"14812206":7,"14815202":[],"14824254":[],"14825560e":[],"14828178":[],"14829228":[],"14841322":[],"148477":[],"14853831":22,"1486419":[],"148776":[],"14880915":[],"1488598":[],"14890012":[],"148913":[],"148932":[],"14893216":[],"149":3,"149003":[],"149063":[],"149111":[],"14913555":[],"149266":[],"14934":[],"14934258650797513":[],"149353":[],"149379":[],"149388":[],"149416":[],"149433":[],"149466":[],"149483":[],"14949972":[],"149524":[],"149904":36,"14990609":[],"149921":[],"14g":[7,36],"14it":[],"15":[0,1,2,3,5,7,8,9,10,13,14,16,17,18,22,24,30,33,36,37,38,39,40,41,42],"150":[4,5,9,10,15,23,43],"15001903":[],"15005476":6,"150055":[],"15008902218011533":[],"1502":40,"150301":[],"150337":[],"15042293":[],"15052":[],"150527":[],"15058132343282243":[],"150625":7,"150667":7,"150735":[],"15078":[],"15079545":[],"15098090e":[7,35],"151":[4,5,15,43],"15102593":[],"1510965":33,"15126318":[],"15129596":[],"15130074e":[7,35],"15143483e":[],"151522":[],"15173932":[],"151892":[],"15195036":[],"15199":[],"152":10,"15200":10,"15202654":[],"15207119":[],"152149":[],"15215415":[],"15235148":[],"15242624e":[],"152494":[],"1527777777777778":[],"15280951":[],"15283463":[],"1529":[],"15294186382924843":[],"153":[4,5,15,43],"153036":34,"15313054":36,"15316333":[],"15338896e":[],"15351626":[],"15360063":[],"15361856":[],"15367403":[],"1537797":[],"15384615384615385":10,"15388662":[],"15390225":[],"154":[4,5,15,43],"15403275":[],"15422927":[],"15424679":[],"15433894":38,"15435127":[],"15435937":[],"15451852":[],"154751":[],"1547556":[],"1548131":[],"15489318":[],"15493099":[],"155":[4,5,10,15,43],"15515965":[],"15527976":[],"15546887":[],"15553205":33,"15563816":[],"15572395":[],"155724":[],"15575698":30,"15586219":[],"15593478":[],"155994":[],"15599422":[],"156":[4,5,15,43],"15605625":[],"15654145":[],"156654":7,"15670465":[],"15670921":38,"1567286":[],"15687426":22,"15690073":[],"156956":6,"157":[4,5,7,15,43],"15709522":[],"157128":[],"1571284":[],"15744669":[],"1575":10,"1575046":[],"15751952":[],"15759533":[],"1576057":[],"1579":[],"158":10,"15830902":[],"15833751":[],"15835300124337048":33,"15847501":[],"1587":10,"159":7,"1590":10,"15901817":30,"1590181727490236":30,"15905706e":[],"15906954":[],"15912635":30,"15924557e":[],"15951871":38,"15961465":[],"15970814":[],"15971479":[],"1598058":[],"15990":10,"15991124e":[],"15am":33,"15g":[7,36],"15it":[],"16":[2,3,4,5,6,7,9,10,11,20,22,23,30,33,34,35,36,38,39,40,41,42,43],"16013842":[],"1602625":[],"1603":4,"16039162":[],"16043208":[],"16050357":[],"16063661":[],"16072855":[],"16077156e":22,"16111111111111112":[2,41,42],"16118615":[],"16119967":[],"16124569":[],"161246":[],"16131839":[],"16146139":[],"16147054":[],"16158074":[],"161581":[],"16172219e":[],"16180248":[],"16181877":[],"16188604":[],"16201555":[],"16209264e":[],"16211139":6,"16211781":[],"1621766238509487":[],"16220":10,"162246":6,"16226023":[],"16231451":5,"16241396":[],"1625":10,"16257339":[],"16257872":[],"16271817":[],"16275926":[],"1628":10,"16292908":[],"16304863":34,"163049":34,"1630775253":[41,42],"16312434e":[],"16328315":[],"16342407":6,"16343471":[7,35],"1636508":[],"16373437":[],"1637556":22,"16382994":26,"16384":[4,43],"16388664":[],"163887":[],"16404402":[],"16405708":[],"16407038":[],"16411163":[],"164112":[],"16413938":[],"16425426":26,"16431956":[],"16436977e":[],"16437294":[],"16445858":[],"16452848":[],"16452931":[],"16469725":[],"16486151":[],"16500":10,"165033577601387":[],"16513872":[],"165272":[],"16532977":[],"16533342":[],"16535252":[],"16543524":[],"16552497":[],"16567361":[],"166":10,"1660497e":[],"16606924":[],"16606994":22,"16617445":[],"16620159":[],"16622624":[],"1664372":[],"166540":[],"16654048":[],"16674251":[],"16702443":[],"16710567":[],"167116584998668":[],"16742049":33,"16744759":[],"16772744":33,"16777789":[],"167787":6,"16791183":[],"168":10,"16805821e":[7,35],"16828877":[],"16849001":[],"16879134":[],"16881787":[],"16913489":[],"16925937":[],"169299":[],"16949234":[],"16it":[],"17":[2,3,6,7,8,9,10,14,22,30,34,36,37,38,39,40,41,42,43],"17021424":[],"17026621":[],"17037235":33,"17069366":[],"17080691":[],"170807":[],"17089674":[],"1709":10,"17093974":[],"171":35,"17101958":[],"17124146e":39,"171525":34,"1715252":34,"17158357":[],"171611":[],"17168028":[],"17174962e":[2,41,42],"17214545":[],"17214797":[],"1721774":[],"17222222222222222":[],"17222494":[],"17239551e":[],"17246397":[],"17249725":[],"17253354":[],"1726":10,"17260271":[],"17272182":[],"17285183":[],"17293829":[],"17294553":22,"1729993":[],"173":[22,39],"17300":10,"1731":10,"1732863504708044":[],"17359583e":[],"1735981":[],"17367225":[],"17377547":[],"17378802":[],"17382534":[],"17399603":[],"17405911e":[],"1740886":39,"17418673":[],"17446471":7,"17483760":36,"175":36,"17501258":[40,41],"1752":10,"175300":34,"17547294e":[],"17549914":26,"17563274":[],"17567503":[],"17568084":[],"17569961":[],"176077701534979":[],"17629205":[],"17641709":[7,35],"17643975e":[],"17669259":[],"176762":[],"17676247":[],"1767857":[],"17714797":[],"17728993":[],"17739525":[],"17748881e":38,"17757295":[],"177665":[],"17766528":[],"17777777777777778":[2,41,42],"177786562639708":[],"17780089":[],"1778106":[],"17801022":6,"17801827":[],"17806281e":[],"1780797":[],"17827738":[],"17834506e":[],"17840283":[],"17849836":[],"17856374":[],"17861098":7,"17861414":[],"17865868":[],"17869861e":[],"17882416":[],"17886464e":[],"179":[],"17913653":[],"17917768":6,"1792":[],"17934093":[],"1793417":[],"17934801":[],"1793636":[],"17941158":[],"17941609":[],"17944696":[],"17948385":[],"17948638":[],"17949575":6,"17953942":12,"17968231":[],"1797":[2,4,41,42,43],"17987746":[],"17it":[],"18":[0,3,7,8,9,10,11,14,22,23,24,30,36,37,38,39,41,42],"180":43,"18013978":[],"1801709":35,"18019623e":[],"18029127":6,"18038547":[],"18043393":[],"18052195":[],"18053184":22,"1807":5,"1808228":[],"18085537":[],"1809":10,"18093549":[],"18094575":[],"181":10,"1810415856976313":[],"18106943":[],"18114057":[],"181141":[],"18118338":[],"1812":10,"18120973":[],"181210":[],"18146425":[],"18147009":[],"181766185664273":[],"18180717":[],"182086698929565":[],"1821":10,"18234308":[],"18234499":[],"18251883":[],"18274735":[],"18277213":[],"18285689e":[],"18290649":[],"183":7,"18307821":35,"18333333333333332":[],"18383522":34,"18388":7,"184":10,"1840":36,"18409254":[],"184119":[],"18415031":[],"18418938":[],"18418988":[],"184519":34,"18461559":[],"18464035":[],"18474924":[],"18485685":[],"184866696796263":[],"18497496":[],"184975":[],"185":35,"18501900e":[],"18510775":[],"18522369":[],"18551655":[],"1855524":[],"185710":[],"18571046":[],"18572822":[],"1860":10,"18603548":[],"18604416":[],"18611111111111112":[],"18613217e":[7,35],"1863889":[],"18646225":[],"18660":10,"18670072e":34,"18673098":12,"18702469":[],"18711407":[],"18712313":[],"18715465":[],"18725816e":[],"18742521":[],"18750351":[],"18757012":[],"18781225":[],"1880258":[],"18808732":33,"18810873":[],"18816387":[],"18824338":[],"18840034e":[],"18850776":[],"1885906477601598":[],"18859065":[],"18864495":[],"18872206":[],"18908167":[],"18925625":[],"189496":34,"18956157":[],"189622":34,"18981286":[],"18986837":[],"18db":43,"18it":[],"19":[3,7,10,16,22,24,30,33,36,38,39,42],"19001247":[],"19009085621304586":[],"19009894":[],"19036055":[],"19052323e":[],"190529":[],"19052935":[],"19057517":[],"19066326":22,"19069576e":38,"19073442":[],"19126179":[],"19166666666666668":[2,41,42],"19180036e":[],"191833":[],"192":36,"19207979":6,"19220":10,"19226417":[],"19299283":[],"193":7,"19336703":[],"19350397125914334":[],"19364388":[],"19367324":[],"19371605e":[40,41],"19375828":[],"1940":1,"194042826649355e":[7,35],"194042826815211e":[7,35],"1943":[13,39,40],"19433318":[],"1944":7,"19447592":[],"194836":[],"19483625":[],"194889":[],"19488947":[],"19517243":[],"19517373":[],"195174":[],"19526866":[],"19532208":[],"19547923":[],"19559737e":[],"1956":10,"19569961":[7,34,35],"19583547":[],"19588651":38,"19601208":[],"19631285e":22,"19661197":38,"19670115e":[],"19676409012950763":[],"19677112":[],"1970":[26,33],"19725211":[],"1973":10,"197370":[12,34],"19740":10,"1974189":[],"1974520015546233":[],"19767225":[],"19786399":[],"1979":[7,36],"19791352":[],"197914":[],"19798258":[],"19800":10,"19800999":[],"19808709":[],"1982973034395375":[],"19832989":[],"19848482":[],"19849513":[],"19852045":[],"19857342950283463":[],"19861706":[],"198699":6,"19869916":6,"19884659":[],"19886862":[],"1989":40,"19899282":[],"19902677":22,"1991":40,"19920353":[],"199324":[],"19932442":[],"19945294":[],"19951849":[],"19973189":[],"199824":[],"19982428":[],"1999":28,"1_1":[13,39],"1_2":[13,39],"1_3":[13,39],"1cm":[1,9,11,30,33,40,41],"1d":[2,3,4,41,42,43],"1e":[2,3,5,14,15,22,38,39,41,42,43],"1e10":15,"1e4":7,"1f":[2,41,42],"1ffvbn0xlhv":24,"1k":26,"1n":[1,33],"1ocqm1tltwb6hzsf9i7ggugw9m8sbvequ":[],"1s":[41,42,43],"1x":[1,33],"1zkibvqf":23,"2":[0,2,3,4,5,6,7,8,9,10,11,12,13,14,15,20,22,25,26,27,29,30,32,36,37,38,39,43],"20":[0,1,2,3,7,8,9,10,14,20,22,24,30,31,33,35,36,37,38,39,40,41,42,43],"200":[1,3,4,5,9,10,11,42,43],"2000":[1,34],"20005403":[],"20015436":7,"20020163":[40,41],"2004":[14,37],"20040481":[],"20041381":[],"2004542":[],"20051449":[],"2006":32,"2008":33,"2010":[2,40,41],"2011":[2,41,42],"20135691":[],"2014":5,"2015":[2,41,42],"20158083":[],"201581":[],"2016":[1,33],"201607904119753":26,"2017":42,"20173175":[],"2018":[1,7,34,36],"2019":[9,10],"20194579":[],"2021":[7,15,34,35,37],"20218457":[],"2022":[28,33,40,41,42],"20224027":[],"20228273":[],"2023":[27,41,42,43],"2024":[0,16,17,18,19,20,21,22,23,24,28,33,34,35,36,37,42,43],"20263701":[],"202698":[],"2026985":[],"2027":10,"20277777777777778":[2,41,42],"20288581":[],"20290903":[],"20294638":[],"203":[],"20300793":[],"2032806":[],"20336784":[],"20347912":[],"20353821":[],"20357736":[],"20360":42,"20365164":[],"20367355":[],"20375464":[],"20378128":33,"20393163":[],"20393534":[],"203963":[],"20396326":[],"20402019":[],"204049":[],"20404927":[],"20437065":[],"204488":[],"2044881":[],"20480187":[],"204802":[],"20488577":26,"20500":10,"205116":[],"20511614":[],"2051784":[],"20519013":[],"20519189":[],"20520318":[],"20527785":[],"20536289":[],"20536579":[],"205366":[],"20539421":[],"20550386":[],"205757":[],"20575734":[],"2060":10,"20601797e":[],"20607165":[],"206079615468402":[],"20608548e":[],"20621146":[],"20640822":[],"20651434":[],"20656353":[],"206664":[],"20666447":[],"20680982":[],"2069":10,"20716644":[],"2072382":[],"20728198":[],"20730033":12,"20732292":22,"20742956":[],"20743662":[],"207545":[12,34],"20755569":[],"2077068":[],"20775115":[],"20793362":[],"207939":6,"20793948":6,"20833333333333334":[2,41,42],"20834188":[],"2084375":43,"2084894":[],"20862308":[],"20867052175034223":[7,36],"20867716":[],"20898872":[],"20902858":[],"20912557":[],"20915094":[],"20916295":34,"20980":10,"20986506":[],"20db":43,"21":[0,1,2,6,7,8,10,13,14,22,24,26,33,34,36,37,38,39,40,41,43],"21019611":22,"210340":[12,34],"21046538":[],"21047414e":[],"2105":42,"21058097":6,"2105986":[],"210599":[],"21061589":[],"21070843":[],"2107546970521115":[],"21086655":[],"21093775":7,"211":[],"21130":10,"2116753732":5,"21169159e":[7,35],"21181534":[],"21192602e":[],"212":[],"2127032":[],"21277816e":[],"2128":43,"213":[],"213103":[12,34],"2131067":[],"2133127":[],"21332621":[],"213336":[],"21333606":[],"21333766":[],"21344077":[],"213743":[12,34],"21390371e":[],"21392756":[],"21394125":[],"21407599":[],"2142385":[],"21430643e":38,"21432413e":[],"21444055":[],"21457724":[],"21480211":26,"21501369":[],"21506004":[],"21517262":7,"21531156":[],"21565007e":[],"2157318":[],"21596432":7,"2160073466353432":[],"216171":[],"21617146":[],"216290":[12,34],"21631786":[],"21635399":[],"21641173":[],"21655059e":[],"216683":[12,34],"2167":43,"21680864":[],"21690241":[],"21699817":[],"2170":23,"2171":23,"2172":23,"21724894e":[],"2173":23,"2174":23,"21742484":[],"21752693":[],"21757908":[],"21776599":[],"21784616":[],"21786054e":[],"2180":[],"2180387":26,"21805426":[],"2181":[],"21813899e":[],"21817966":[],"2182":[],"21824173":26,"2183":[],"21833102":[],"21838482":[],"2184":[],"21846767e":[],"21894241":[],"21905519":[],"21914111":[],"21919019":[],"21933245":[],"21941484e":[],"21941643":22,"21949761":[],"21965525":[],"21998973":[],"22":[1,2,6,7,10,13,14,22,24,26,30,33,34,36,38,39,41,42,43],"22004411":[],"22004496":[],"22013655":[],"22043534":30,"220435343291307":30,"22044605e":[6,34,39,40],"22087319":[],"221":9,"2211133":[],"221180":34,"2212296":[],"22128142":[],"22158725223474995":[],"2216":10,"221666864828611":[],"22169087":[],"22177506":26,"2218":10,"221805":[],"221921":6,"22194497":[],"221945":[],"22217237e":[],"22226881":[],"222400":34,"22264403":39,"22268225":[],"22346703":[],"22370461988004753":[],"22377412":[],"22388052":[],"2239":23,"2240":23,"2241":23,"2242":23,"22426265":[],"22462544":[],"22467274":36,"22480853":[],"224809":[],"22481166":[],"2249":[],"225":5,"2250":[],"2251":[],"2252":[],"22523018":[],"22528536":[],"22543063":[],"22545286":[],"225453":[],"22569872":[],"2257449":[],"22592946e":[],"226014":[],"22601408":[],"22615136":[],"22623421":[],"22625657":[],"22667819":[],"22688898":[],"22690428":6,"22706777":[],"227072949395066":[],"22707295":[],"22715479":[],"22718624":[],"22755839e":[],"22756518":[],"22773898":[],"227738984674172":[],"22779081":33,"22783539":[],"22809974":[],"22810365":[],"228104":[],"228216":[],"22821607":[],"22830771":[],"22835717e":[],"22842468702219465":[7,36],"2284246870221947":[7,36],"22843017":30,"228467858509994":[],"22846786":[],"22847924":6,"22849742":[],"22851508":[],"22871":38,"22896144":[],"22897303":[],"22919456":[],"22929165":[],"2293":[],"22936132":[],"2294":[],"22946401":[],"22959895":[],"229598952352728":[],"2296":[],"2297":[],"22974904":[],"22977659964799":[],"2297766":[],"22985907723809532":[],"22it":[],"23":[2,7,10,13,16,21,22,24,26,30,33,36,39,40,41,42],"23002365e":[7,35],"23006632e":[],"23007231e":[40,41],"230154":[],"23015412":[],"23038906":[],"23040825":[],"230760":[],"23076025":[],"23076923076923078":10,"23077255":[],"23093598e":[],"2310":42,"2311959":[],"23139242":[],"23142852":[],"23164401":[],"23167717":6,"23173004":22,"23238973":[],"232435":34,"23262877":[],"23263884":[],"2330123":[],"23303727":[],"23326473":[],"23333333333333334":[],"23344210e":[],"233481":[],"23348144":[],"2338675":34,"233868":34,"234":7,"23407025":[],"23423987":[],"234332597247826e":[],"23449217":[],"234496":[],"23449607":[],"2345":23,"23453753":26,"2346":23,"23469347":[],"23472994":[],"23476091":[],"23478113":[],"2348":23,"23481471":[],"2349":23,"234956145890017":12,"23499549":[],"23499891":[],"2350":23,"2351":7,"2352456":[],"235246":[],"23526911":[],"23528337":36,"2355":[],"2356":[],"23565337":[],"23570126":[],"2358":[],"2359":[],"235969":[],"23596934":[],"2360":[],"23616967":[],"2364":10,"23663482":[],"23687362e":22,"23692142":[],"2373286546935638":[],"23735423":33,"23770713":[],"23794815":[],"23799188":22,"23807169":[],"2383703":[],"2384333":[],"23847441":[],"23848657":26,"239":36,"23950884":[],"2397":10,"23971032":34,"23994188e":[],"23db":43,"23it":[],"24":[1,2,7,10,22,24,26,30,33,36,38,39,41,42],"24000075":[],"2401":27,"2401586":[],"24032019":[],"24033384":[],"24054861":[],"24071032":[],"24088952":[],"24106503":38,"24106633":[],"24121476598003452":[],"24140":10,"24149532":[],"24157456":[],"24159785":34,"2416":10,"24164234":[],"24175744e":[7,35],"24185931":[],"24188439":[],"24189496":22,"2419":10,"24200844":[],"2420287e":[],"24224776e":[],"24225043":[],"24254071":[],"24284399":[],"24299211":[],"2430":10,"24335376":[],"24344979e":[],"24346138":[],"24369936":[],"24377554":[],"243776":[],"24382159e":[],"24390":10,"24398826":[],"24412628":[],"24427624":[],"244293":[],"24429334":[],"24430166":[],"24433117":[],"24444444444444444":[],"24454968":[],"24485814":38,"24493666":36,"24508783":[],"24512233":[],"24520733":[],"24524426":[],"245781":[],"24578123":[],"24582593":[],"2458435":[],"246":[],"24602146":[],"24613581":[],"24629299":[],"24640494":38,"2468382":[],"24688853":[],"24692014":[],"24719968":[],"24736739":33,"2475908482537097":[],"24759085":[],"24768421e":38,"24777879":[],"24780663":[],"24816468":[],"2481902":[],"24829629":[],"24829908":6,"24848631e":[],"24856992e":[],"24874378":[],"24906604e":[7,35],"24911588e":[],"24956991":26,"24999088":[],"24it":[],"25":[3,4,5,6,7,9,10,12,22,24,27,34,35,36,38,39,40,42,43],"250":[3,5,8,10,37,42],"25000":1,"25003261":[],"25007671":[],"250077":[],"25018094":[],"25033611":33,"25034533":[],"25068519":[],"25095067":[],"25106936":[],"25111821":[],"25115372":33,"25145374e":[],"25172651":26,"25185716":35,"251879":34,"25197648":[],"252008":[],"25200841":[],"25206089":[],"25206371":[],"25217117":39,"25217356":33,"25233253":[],"252333":[],"252436":34,"2527027":[],"252703":[],"25294371":[],"25299716":[],"25337053":[],"25343155":36,"25345918":[],"25354173":[],"25360039":[],"25386687":[],"253891":[],"25389111":[],"25398681":[],"25439747":[],"25444295":[],"25445":[],"254450":[],"25458506e":[],"2546186":[],"254619":[],"2546817701709956":[],"255":[4,43],"255001":34,"25509222":[],"255107903576545":[],"2551096333979939":[],"25512598":[],"25547006":22,"25555619":[],"25565019":33,"25568695":[],"255888":[],"25588843":[],"256":5,"2561719":[],"25617655e":[7,35],"25617658e":[7,35],"25646067":[],"25659561":[],"25673276":[],"256733":[],"25680702":[],"25695398":36,"257":[],"25702102":26,"25705685":[],"25714271":12,"257143":12,"2572":10,"25729558":[],"2575":10,"25767462":[],"25816519":[],"25820894":[],"25828869":[],"25849623":[],"25868261":[],"25878575":33,"25879315330607":[],"25896648":30,"25904489":[],"259153":[12,34],"25915746":[],"25934872":[],"259533893783188":33,"25961982":26,"2597":10,"25970297":[],"25982474":[],"259825":[],"25986026":[],"25989189":[],"25it":7,"26":[7,10,17,22,24,36,38,39,43],"26001134":[],"26024513":[],"26028795":[],"26043697":[],"26048873":[],"26083712":[],"26090013":[],"26113912":[],"26120167":[],"26124692":7,"26128189":[],"26130347":39,"26140984":39,"26152075":[],"26188646":[],"26191905":[],"26196737":[],"26240613":[],"262466605211622":6,"26254957e":[],"262648":[],"26264849":[],"26269704":22,"26280614":[],"26281735":38,"26292364":36,"26292935":[],"26297455":34,"26301436":6,"26307235":[],"2630723514841553":[],"26310762":[],"26321660e":[],"2634338084990535":[],"26343381":[],"26378176e":[],"26402837":[],"26409315307910025":[7,35],"2640931530791004":[7,35],"26421616":[],"26443391":[],"26464303e":[],"26479234":[],"2650":10,"265109911":5,"2652667":[],"26527089":[],"26536626e":[],"2654":10,"26571335":[],"265868":[],"26586817":[],"26590047":33,"26590299":[],"26604611":[],"2662452":[],"26638638":[],"26639089e":[],"26646852":[],"26667634":22,"2666905":[],"26674792":[],"26675647":[],"26680052":[],"266801":[],"26692247":[],"266973":6,"26697306":6,"26710969":6,"26715191":[],"26760957":[],"26767021":[],"26775644":[],"26780278":6,"26781531":[],"2679757":[],"268":10,"268142":[],"26814205":[],"26814548":7,"26817703":[],"26821199":[],"26835242":[],"26876494":22,"26897875e":[],"26939658":33,"2694078":[],"26953857":[],"26956051":[],"26969649":[],"26995402":34,"27":[1,2,7,21,22,24,36,39,41,42],"27037635":[],"27065633":35,"27097785":[],"270978":[],"27108866":[],"27121997":[],"27124938":[],"271260217275557":[],"27126022":[],"27166993":[],"271670":[],"27182417":[],"27186049":[],"27223854":[],"27227895":[],"27231287":[],"2729933":[],"27336592":[40,41],"27352535e":[],"27355018":22,"27403356":[],"27410687":[],"27425372":[],"274394546800107":[],"27439455":[],"27458376":[],"27465664":[],"27470622":38,"27482829e":[],"2750":10,"2751616":[],"27529208":[],"27530242":[],"2754374":[],"27585199":33,"27597777e":[],"27600259":[],"27602210e":[],"27623637":[],"276263":[12,34],"27633474":[],"2765068":[],"276526":12,"27652633":12,"2766892":[],"27677742":[],"27693602e":[39,40],"27698328":[],"27700":10,"27738464":30,"27745486":33,"27750534":[],"27760":10,"27783579":[],"27788872":[],"2781456":[],"27861634e":[],"27874136":[],"27906869":[],"27916593":[],"279166":[],"27924636":6,"27933134":[],"2793874":[],"27952294":[],"27968813e":[],"27993904e":[],"27it":[],"27n_":30,"28":[2,4,5,7,10,22,24,30,36,38,39,41,42],"28000355":[],"280004":[],"28021598":[],"2802234e":[],"28033995":38,"28038982":30,"280464e":[],"280573":6,"280647":[12,34],"28065817":[],"2806901924685401":[],"2807716628772665":[],"28078417":[],"2809076":[],"28093636":[],"28098147":[],"28109198":[],"2813829":[],"28158348":[],"281627":[],"28162714":[],"28164216":22,"28164443e":[],"28183460e":[],"28192769":[],"28205578e":34,"28210156":[],"28225179":[],"2822642":[],"2823954":[],"28244905":[],"28253033":[],"28258385":33,"28261591":[],"282727":[12,34],"28276275":[],"28292756":[],"28306304e":39,"2830637392":5,"28316949":[],"28336218e":[7,35],"28341218":[],"28341932":[],"28347758":[],"283478":[],"28358004":[],"28364423":[],"28365323e":[],"28366671":[],"28372329":38,"2837242622462304":[],"28377068":[],"28379561":[],"28384131":39,"28390":10,"28391978":34,"28399125":[],"28415767":[],"28443039":36,"28457291":[],"28472162":[],"284722":[],"28475098":9,"28496213":[],"285056":[],"28505619":[],"28519494":[],"28542801":[],"286038":[],"28603828":[],"2861":30,"28614301":[],"28622513":[],"2863391":[],"28641033":[],"28645331e":[],"28668988":33,"28709718":[],"2871":10,"28726748":[],"2873":10,"28754232":[],"2876045":[],"28766899":[],"28776411":[],"28793787":[],"2882":30,"28833782":[],"28836035":[],"28844641e":[],"2885519":[],"28855565":[],"2886":30,"28868604":[],"288851":[],"28885103":[],"28886314":[],"2890":[1,33],"28902948":[],"2890577":[],"2892":30,"28923":[],"28924386":[],"28925252":39,"28956161":[],"2895786617507":[],"28963909":[],"28973035":[],"28it":[],"28x28":43,"29":[7,10,22,24,36,38,39],"29015871":[],"29030256":[],"29033075e":[],"29078236":[],"29087396":[],"290874":[],"29089154":[],"29091211":[],"29095968":[],"29100624e":[],"291056":[],"29107892":[],"29134342":[],"29142853":[],"29147052":[],"2915":30,"29155617":[],"29162184":[],"29167186":6,"29201128":[],"29223521":[],"29234681":[],"29236762":[],"29238145":[],"29253213e":[],"29306584e":[],"2930953":[],"2931":33,"29322629":22,"29350":38,"2936571226638978":6,"2936657":[],"293665700387852":[],"2938162":[],"29390668":[],"29398019":[],"29399649":22,"294":[],"29411652":[],"29414225":[],"29419924":[],"29437712":[],"29463222":[],"29474356":[],"2948209":6,"294821":6,"29491144e":[],"295":[],"29509520e":[],"29541992e":[],"29560433":[],"29561686":[],"29589074":26,"29593305":[],"29620357":[],"29627774":[],"29633608":[],"29639686":[],"2964378":[],"29645662":[],"29653038":38,"2965315":[],"2965479984453907":[],"29669411":[],"29678339":[],"2968":33,"29687889":[],"297":[],"29716773":[],"29738252":[],"2974512":[],"297476846305301":[],"29747685":[],"29753883":38,"297581":[],"29758118":[],"29760523":[],"297648":[],"29764815":[],"2976637":[],"29777705":[],"29778864":6,"297789":6,"298":[],"2980":[23,33],"298037":[],"29803738":[],"29822833":[7,35],"298499":[],"29849933":[],"29860173":38,"2986082":[],"29861395":[],"29866395":[],"29881308":[],"299":43,"2990":33,"29902518":[],"29920799":[],"29931417":30,"299354039977322":30,"29935404":30,"29950088":[],"29966563":22,"299748":34,"29995377":[],"299954":[],"29it":[],"2_":[13,39],"2_1":[13,39],"2_2":[13,39],"2_3":[13,39],"2_i":[13,39],"2_m":[7,30,36],"2_t":[14,38,39],"2_x":30,"2b":30,"2c8f433990d1":[38,39],"2cm":9,"2d":[2,4,12,13,25,33,39,40,41,42,43],"2e":[7,36],"2f":[0,1,8,10,11,12,13,33,34,37,39,40],"2g":[3,42],"2g_i":[3,42],"2k":4,"2m":[7,36],"2n":[1,3,4,33,34,42],"2n8to65i2wq":42,"2nd":[10,39],"2p":[30,40,43],"2pm":31,"2pt":5,"2x":[1,4,9,14,33,38,39,40],"2x_ix_jy_iy_j":9,"2x_j":9,"2xb":40,"2y_i":11,"2y_j":9,"3":[2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,19,22,25,26,27,28,29,30,31,35,36,37,38,39,43],"30":[0,1,2,5,7,8,10,11,14,17,22,24,31,34,36,37,38,41,42,43],"300":[22,39,40],"30000":[1,33],"30000613":[],"3000498":[],"30005983":[],"30010":10,"30013135":[],"300231":[],"30023144":[],"30043041":[],"30054056":[],"30058147":39,"30069427":[],"3008836":[],"30117681":[],"30119421":9,"30124108":[],"30134885":[],"30136959":[],"30141906":[],"30190897":[],"301909":[],"30191327e":[],"30196557e":[],"302":36,"30252911":22,"30258509":[26,33],"30269539":[],"30283188":35,"303":7,"30306759":38,"30322722":[],"30332201":[],"30334592e":[],"30356855":26,"30387411e":[],"3039241":[],"3039884":26,"30400113":[],"30442002e":[],"30442964":34,"30450049":[],"30458085":[],"30466214e":[7,35],"30493151":[],"30506075e":[],"30521597":26,"30593976":[],"30607268":38,"30616802":[],"30627615":22,"30633304":[],"30637636":[],"30655251e":[],"30675215e":[],"3068659":[],"306866":[],"307":[],"3072":[4,43],"3075371":[],"3076923076923077":10,"30782691":[],"30787294":7,"30819287":26,"30840554":26,"30855785":33,"30887484":[],"30894285":[],"30897153":[],"308972":[],"309":[],"30905952":[],"309060":[],"30915293":[],"309153":[],"30916402":[],"30916988":[],"309170":[],"30917499e":[],"30940":10,"30959659":[],"3096154":[],"30966921":[],"30982436":[],"30982672":[],"3099":36,"30db":43,"30it":7,"31":[13,24,26,30,39],"31008026":[],"31049552":22,"310579":34,"3105791":34,"31068981":[],"310957":[],"31095745":[],"31096156":[],"3114655":[],"311466":[],"31159615":[],"31160886":[],"31162122":[],"31175179":[],"31186409":[],"31199504":[],"312":[],"31210861":[],"31216736":[],"3121824":[],"31227657e":[],"3123314713548606":[7,36],"31248425":38,"31252573":39,"31262618":[],"31276579e":[7,35],"31286143":[],"31294131":[],"31297469":[],"31299668e":[],"313":[],"313155":[],"31315504":[],"31318084":6,"31330137":[],"31335664":[],"313568":[],"31356849":[],"31362428":[],"31363366":[],"31367041":[],"31370028":[],"31381731":[],"31388878":[],"31394064":[],"31436277":[],"31453949":[],"31457796":6,"31481643":[],"314869":[],"31486917":[],"31492096":38,"315":[7,35],"31541884":[],"31545424":[],"3155":[1,6,7,35,36,37],"31555734196707536":[],"3156062":[],"31562008":[],"31568288":[],"315683":[],"31571995":[],"316":[],"31601423":[],"31602127":33,"31607059":[],"31613828":[],"31639624":[],"31664443e":38,"3166934":39,"31702609":[],"31711533":[],"31718909":12,"31723049":[],"31727523":[],"317367":12,"31739522":[],"31743443":[],"31749096":[],"31755493":6,"317555":6,"31758645":[],"31764285":[],"317799":[],"31779928":[],"31787864e":[],"31799354":[],"31812561":[],"31849289":[],"31876431e":[],"31888254":[],"31896852":9,"31897935":[],"31903447":[],"31916189":[],"31925135":[],"31936237":[],"31938579":[],"3194467":[],"31950286":[],"31971976e":[],"31973052":[],"31983313e":[],"31983943":[],"31985268":[],"31it":[],"32":[4,5,7,9,13,14,26,30,38,39,43],"3200":[2,41,42],"32001824":26,"32003025":[],"32007041":[],"32009434":34,"32010544":39,"32052031":[],"320656":[],"32065614":[],"32068736":[],"3207":36,"32084559e":[],"32089655":[],"32102563":33,"32104741":6,"32114535":[],"32128064":[],"32149601703519115":[7,36],"3214960170351912":[7,36],"3215":10,"3218791":[],"32232922":[],"32262934":[],"32265127e":[],"323059":[],"32305911":[],"323066643161066":[],"32314762":33,"323184775146844":[],"32318478":[],"32320616":[],"32329897":[],"32336220689648504":[],"32354671":[],"3236445":[],"32393078":[],"324":[],"32402196":33,"32411274":[],"32411551":22,"32419549":[],"3241988":[],"32422234e":[],"32433563":33,"32447198":[],"3245":[],"32450054":34,"32466925":[],"32493877":[],"3250":[2,41,42],"32513272":[],"325228546249804":[],"32522855":[],"3254":3,"3254718508870977":[],"3255":3,"3256":3,"32567311":[],"3257":3,"3258":3,"32588151":[],"3259":3,"3260513":[],"32606139":[],"32606365":[],"32616922":[],"3262":7,"326238":34,"32641434":[],"32641558":[],"326430":[],"32643011":[],"3265097":[],"32651488":[],"32657772":6,"32670322":[],"32683063":[],"32684035":[],"32701708":[],"32717946":[],"32733949":[],"32738537":[],"32754157":[],"327542":[],"32760411":[],"32786329":[],"32798457e":[],"32799141":[],"3280928":[],"328093":[],"32825214":[],"328462040651484":[],"3284789":[],"32893873":[],"328939":[],"32906581":[],"32907268":26,"32932635":[],"32941912":[],"32962444":[],"32972613":[],"32994479":39,"32it":[],"33":[10,13,26,31,38,39,43],"330":35,"33000573":[],"33006628":[],"33025801":[],"33027933":[],"33045013":[],"33046180e":[],"33049619":[],"33062878":[],"330629":[],"3306482154344632":30,"330660516571777":[],"33066907e":[6,34],"33081484":[],"33085218":[],"33091173":33,"33095972":[],"33096549":[],"331":35,"33107417":[],"331075":[],"33145794":[],"33149531":[],"33163086":[],"331631":[],"33164051":[],"33165194":[],"33166055e":6,"33180288":[],"331939":34,"33212971":[],"33217312":[],"33220123":[],"33235647":[],"33241952":[],"33245403":[],"33266422":[],"33282365":[],"333":[8,35,37],"33300231":[],"33329216":[],"33357783":[],"334":35,"33433563":[],"33435637":[],"33477019":[],"33492417e":[],"335144":[],"3351443":[],"33519245":[],"33528448":[],"33532886":[],"335708":[],"33570831":[],"33596404":[],"33604208":[],"33604933":39,"33615742":[],"33675308":[],"33700495":[],"33718234":[],"33734605":[],"33742926":[],"33745439":[],"33826500e":[],"33871003":[],"3388112":[],"33900003":[],"3391965479837245":[],"33932482":30,"33978889":38,"33it":[],"34":[10,26,30],"340071371496255":34,"340226":[],"34023682":[],"340237":[],"34026086":[],"34029698":[],"3403":10,"34031551":[],"34039341":[],"3404509":[],"34061974":[],"340620":[],"340782":[12,34],"34098895":[],"341":43,"3410149":[],"34112554":[],"34114547":6,"34121963e":[],"34131583":[],"34134773":[],"34139775e":[40,41],"34182884":[],"34205649":[],"34210288":22,"34225662":[],"34230481":22,"34233281":[],"34245275":[],"34249217":[],"342680":34,"34271514":[],"34332677":[],"34346829":[],"34348527":33,"3436":[1,33],"34367970":7,"3437":[1,33],"34401751":26,"3440539":[],"34412923":34,"344176915013831":[],"34427423":[],"34478594":[],"34483937":[],"34483955":[],"34488863":[],"34540564":[],"34549184e":[],"34554342":[],"34568909":[],"34569596":6,"34569632":[],"34577375":[],"34582863":[],"34598722":[],"34599467e":[],"34599598":[],"346000154268618":[],"34601775":[],"34603176":[],"34620097":[],"34647125":[],"34654596":[],"346546":[],"34661376":[],"346614":[],"3466389":[],"34689964":12,"346900":12,"34704885":[],"34726166":[],"347262":[],"34732758":[],"347328":[],"347441":12,"34744134":12,"34756595":[],"34759233":[],"3477494":26,"3478095":[],"3480527":[],"34832197":[],"34851141":[],"34862407":[],"34871778":[],"34904819":[],"349312":[],"34931214":[],"34951108":[],"34964801":[],"3499634874668227":[],"34db":43,"34it":[],"35":[1,7,18,27,31,33],"3500312e":[],"35018806":[],"35098705":[],"35140":10,"3514835":[],"351636":[12,34],"35170232":[],"35182854":6,"35195241":[],"35196964":[],"35243372":[],"35252202":[],"35254442":22,"35268457":[],"352685":[],"35275513":[],"35282003":[],"35313779":[],"35320952":[],"35341606":30,"35350927":[],"35354073":[],"35388766e":[],"35432563":[],"35435219":26,"354360":[],"35436034":[],"3544313922":7,"35468713e":[],"35470445e":[6,34],"35506347e":[],"35520169":[],"35533773":7,"35537114e":[],"35559575":[],"355734685106391":[],"35587321":[],"35595337":[],"3560752281211315":30,"35613536e":[],"35622964":22,"356399":34,"356673":[],"35667342":[],"35668876":[],"35689303":[],"35713539":[],"35714377":[],"35731585":[],"35732012":22,"35736":38,"357508":34,"3577615":[],"35781308":[],"35785072":[],"35798999":[],"357990":[],"35806319":[],"3581341341":5,"35823372e":[],"35826030e":[],"3583246":[],"35849734":[],"35870701":[],"3587467":[],"359":[6,35],"35914932":[],"35921835":[],"35956676":[],"35957915":[],"35966688":[],"35980374":[],"35986305":[],"35it":[],"36":[1,6,7,27,30,40,41,42],"360":[2,41,42],"36011695":[],"36014743":[],"36031586":[],"36057178":26,"36091273":[],"36116396":[],"3613":10,"3615115":[],"361541":[],"36154104":[],"361556":34,"36161658":[],"36185989":[],"3619775819765686":[],"36209091":[],"3621311":6,"36219301":[],"36235052e":[],"36255393":[],"36278226":[],"36303682e":[],"3632959111950474e":[7,35],"363295916366933e":[7,35],"36339156":[],"36353321":[],"3636":43,"36366153":33,"36388542":[],"36401981":[],"36403018e":[],"36439409e":[],"36482524":[],"36490166":[],"36545697e":[],"3655222":6,"36573968":[],"36579128":[],"36623476":[],"366375489616074":[],"36658646":[],"36694417":[],"367":[3,10],"36754671":[],"36760163":30,"36790471":[],"36841864":[],"36845893":[],"36846593":[],"36880327":[],"368818":[],"36881837":[],"36889994":[],"36895644":36,"369139":[12,34],"36919318":[],"36991768":[],"36it":[],"37":[1,10,27,37,38,41,42],"37007195":[],"37008469":[],"37013105":[],"37023353":[],"37023448":[],"37024276":[],"370243":[],"37055062":[],"37057274":[],"370782966":5,"37081457":[],"37093787":[],"37132543":[],"37133465":[],"37135473":[],"37137157":[],"37153115":[],"37175575":38,"37175588":[],"37180834e":[],"37215356":[],"37239927e":34,"37255873":[],"3727791":[],"37293361":[],"372934":[],"37343957":[],"37354121":[],"37363888":[],"373639":[],"37396662":[7,35],"37413588":26,"37415625e":[],"37449168":[],"37454707":[],"3745699019323765":[],"374675":[],"37467515":[],"37468967":[],"37501385":33,"37507799e":[],"37532078":[],"37564555":[],"37582891":[],"375829":[],"37600844":[],"37600869":[],"37685349":[],"37700967e":[],"37705573":[],"37717637":[],"37730061":[],"377372":34,"37737221":34,"37737287":22,"37772591":26,"3777801602":7,"37821193":[],"378271":[],"37827145":[],"37837864":[],"37857846":[],"37900111":[7,35],"37919989":[],"38":[10,27,30,39,41,42,43],"380":10,"38007856":[],"3804687":34,"380661549395565":30,"38066155":30,"3807176":[],"380718":[],"38075194":12,"380752":12,"38102552":[],"38123077":[],"38126738":39,"38135733e":[7,35],"38149915":[],"38155181":[],"3817475779":[7,36],"38198866":[],"38203725":[],"38240257":[],"38241567":30,"3824865":[],"38259084":38,"38281882":[],"38298234e":[],"38309751":[],"38337498":[],"38343773":22,"38381781":[],"38399622":[],"38422061":[],"38440469":[],"38445171":[],"38447892":[],"38460453":[],"38461538461538464":10,"38461539":38,"38463079":22,"38469469":26,"38472307":26,"38479849":26,"38506982":[],"38535182":[],"38571859":[],"38592549":[],"386":10,"38612299e":[],"386161":[],"38616125":[],"38618024":[],"38618158":[],"38629436":[26,33],"38675231":[],"38687011":[],"387":36,"38713573":[],"387620":[],"38762019":[],"387672":[],"3881343":[],"3882273":[],"38827994":7,"38853437":[],"38865681e":[],"3891388":26,"38916861e":[7,35],"3892":36,"38934047":[],"38943":[],"389430":[],"38949027":[],"38962192e":[7,35],"38992371":[],"38it":[],"39":[1,10,28,31,33,39,40,41,42],"390334838933238":[],"39033484":[],"39039235":[],"3908470004999506":[],"39090680e":[],"3910042":[],"39184027":[],"39191126":[],"39197698":34,"391977":34,"39214397":34,"392144":34,"39223923":[],"39225935":[],"3924501":[],"39279291":[],"39292847":[],"39301381":39,"39376038":[],"39386718":[],"3939184e":[],"39392645":22,"39398622":[],"394":10,"39401392":[],"394505933":38,"39467981":[],"39497785":[],"39499333":33,"39503373":[],"39516594":[],"39517073":[],"39525059":[],"39529587":[],"39540235":[],"39579407":6,"39590571":[],"395980256477532":[],"39598026":[],"39611129":[],"39614949":[],"39621036e":[],"39646454e":[],"39664124":[],"39671325":[],"39680105":33,"39692815":[],"39697001":[],"39706038":6,"39707815":[],"39730902":[],"39741875":[],"397700":[12,34],"39789527":[26,33],"39799981":[],"3983":7,"39834827":33,"39855569":[],"39865452":[],"39914635":[],"39919362":[],"39922082":[],"39929428":[],"39931051e":34,"39941008":[],"39952356":[],"399533503407795":[],"399836":34,"39991048":[],"39it":[],"3d":[3,4,5,7,14,27,36,38,42],"3f":[2,4,10,41,42,43],"3n":26,"3pi":43,"3x":[3,9,42],"3x_0x_1":40,"3x_i":[3,42],"3y":9,"3yk470mj5p931p9dtkk0y6jw0000gn":[2,7,33,36,38,41,42],"4":[2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,22,26,27,30,33,35,36,37,38,39,40,42,43],"40":[2,7,10,27,28,31,33,36,40,41,42,43],"400":[5,43],"4000":[10,33],"40012736e":[],"40030606e":[],"40037367e":[],"40058341":[],"40072098":[],"40074419":[],"4008393":[],"40093324":[],"40101943":[],"40140374":[],"401842":[12,34],"40184681":[],"40209956":[],"40239021":30,"40266454":[],"40310129":[],"40313394":33,"40354798e":[],"40362686":[],"40415979e":[],"40418675":[],"40431935":[],"40434293":[],"40447213":[],"40474994":30,"404783":[],"40478305":[],"40491159":[],"405":10,"4050":[32,33],"4050219":[],"405163":[],"4051634":[],"40558184":[],"405890":[12,34],"405964":[],"40596423":[],"40605118":[],"40615633":[],"40620066":34,"406201":34,"40632663":[],"40640797":[],"40640942":30,"4069157":[],"407":10,"40762065":33,"408":10,"40800396":[],"40826579":26,"40833375":[],"40848657":[],"4087":10,"4087793":6,"40903389":[],"40906565":[],"40913138":[],"409131380658218":[],"40921665":6,"409217":6,"40927184e":[7,35],"40961688":[],"4096949":[],"40it":[],"41":[10,26,28,41,42,43],"41003194":39,"41048039":26,"41062015":[],"4107":10,"411":[],"41146753":[],"412":[],"4121966338442804":[],"41229845":[],"41259788":[],"41275555":[],"41298822":[],"413":[],"41310208":[],"41326961":33,"41366128e":[],"41377873":[],"41381309":[],"41388745":[],"41396339":[],"41408221":[],"41416175":[],"41433969":6,"4143542":[],"41452482":[],"41487642":[],"4150026":[],"41511965e":[2,41,42],"41524442":[],"41532521":[],"4155":[3,16,42],"415597":[],"4155974":[],"41603353":22,"4162706317":7,"41636775":[],"41664613":[],"4166666666666667":10,"41675053":[],"416875":43,"41705228":[],"41744203":[],"41745457":26,"41764479":[],"417644792969273":[],"41788797":[],"417888":[],"41794469":[],"41820116":[],"41825413":[],"41842093e":[],"41847686e":[],"418506":[12,34],"4185532":[],"418596857594715":[],"418656":[],"41866748":[],"41869784":[],"41882037e":[7,35],"41925189":[],"419718":[],"41971814":[],"41987877":[],"4198932":[],"41db":43,"41it":[],"42":[2,5,9,10,11,26,28,42],"42013616e":[],"42045168":[],"42083463e":[],"42095725":[],"421":[],"42105932":30,"42108547e":[],"42124182":[],"4214275":[],"4215795":[],"42163714":26,"42197297e":[],"422":[],"423":[],"42305151":[],"4230769230769231":10,"423102":[],"42310878":[],"42338272":[],"4234122":[],"423646":[],"42364634":[],"42392359":[],"42394588":[],"42420721":[],"424274":[],"4242743":[],"42439452":[],"42441033":6,"424414":6,"42441412":6,"42450":10,"42480583":33,"42497724":[],"42501752":[],"42523073":26,"4252885":[],"42553096":[],"42563188":33,"4257124":[],"42575338":[],"42590512":[],"42592679":[],"426":[0,7,10],"42644801":[],"42670187":[],"42679392":[],"42684131":26,"42699034":[40,41],"4271294":26,"42772604":[],"42774546":[],"42793344e":[],"42813351":[],"42839645e":[],"42841423":[],"42873361":[],"429":36,"42914251":[],"42945319":[],"43":[0,1,8,10,26,37,41,43],"43007284":[],"43014974":[],"4303589":[],"43054282":6,"4310":33,"4313428":[],"43160097":[],"43167881e":[],"43208935911369845":[],"4323043635926456":[],"43258818":[],"43263402":[],"43285487":[],"433":36,"43330971e":[7,35],"43373107":[],"43418708":[],"43445446":[],"43492736":[],"43495138":22,"43506123":[],"435163":34,"4353359":[],"43563433":[],"43579948e":[7,35],"43639284e":34,"436462435":5,"436757":12,"43675706":12,"43703545":[],"43713984":[],"43724406":[],"43727575":[],"43754843":[],"43766686":12,"43771659":30,"43779698e":[],"438":[4,5,15,43],"438060758":7,"438136":34,"43836612":[],"439":[4,5,15,43],"4390092":[],"439230":7,"43951798e":[],"43962226":[],"43976975777097144":[],"43984553e":[],"43db":43,"43it":[],"44":[1,24,26,41,42],"440":[4,5,15,43],"44007188":[],"44019341":26,"44089210e":[6,34],"4408921e":[],"441":[4,5,15,43],"44108308":[],"44122101":[],"44129766":[],"44132765":[],"44137667":[],"442":[4,5,15,43],"44203729":[],"44239442":[],"44255455":[],"442600":[12,34],"44286735":[],"443":[],"443217":34,"443729":[],"4437291":[],"44384079":[],"44395301":35,"444":10,"44418124":38,"44440947":[],"44454123":[],"44456367":[],"44476964":[],"444770":[],"44498054":[],"445":[],"44512218":[],"445128":[],"44536331":[],"44563226":[],"446033":36,"44624525e":34,"44658658e":[],"44756744":[],"44767398":[],"4477214":[],"44830934":[],"44832989":[],"44838546":[],"4484389":30,"44845593":[],"44867801":[],"4488194":[],"44895662":[],"44898476":[],"44909201":[],"44970586e":[2,41,42],"44987974":33,"44995924":[],"44it":7,"45":[10,24,31,33],"450":10,"45007578":[],"450257":[12,34],"4504":10,"45052717":[],"45053025":[],"45054585":[],"45104086":[],"45170202":[],"451702023099923":[],"45175115":26,"451834":[],"45183405":[],"45193407":[],"45273617":[],"45380039":[],"45397592":[],"45403192":[],"45408759":[],"454126":[],"45412633":[],"45430236":[],"45457427":[],"455173":36,"45532899":[],"45538713":[],"45560415":[],"45568883":[],"45572817":[],"45576546":[],"4557763":12,"455947":34,"456":10,"45609936e":[],"45620975":[],"45647803":[],"4565147":[],"4565685":[],"45669779":33,"457":[],"4570065":[],"45709724":[],"45730151":[],"457311":[],"45731144":[],"45731379":[],"45751302":33,"4576811":[],"45781905e":38,"457962":[],"45796224":[],"458027":34,"458078":[12,34],"4580854":[],"45840653":[],"45847011":[],"45860296":26,"4591127":[],"45915671e":34,"45921927":[],"45960079":6,"45993741":[],"45it":[],"46":[3,10,23,24,31,33],"460":[0,10,12],"4601":10,"46017915":[],"46026a8f5d2c":43,"46049816":[],"46053947":[],"46065811":[],"460688958585373":[],"46068896":[],"46069873e":[],"4608605587175947":[],"46086056":[],"46086448":[],"46106755":[],"46107913":[],"46134248e":[],"46153846153846156":10,"46166231":[],"46170878e":38,"4619526":[],"462":[8,37],"462295":[],"46229544":[],"46242424":[],"46318204":[],"46342934":[],"4635149":[],"4636751":[],"46383925e":[7,35],"46383926e":[7,35],"46387965":[],"46415522":[],"46415888336127775":35,"4644459":[],"4648587":33,"46544987":[],"46593404":[],"4659454":[],"46598005":26,"4664801":30,"4664985":[],"466499":[],"46660941e":[],"46713267":35,"46736215":36,"46736822":[],"4676059":34,"467606":34,"46796873":[],"468":42,"46843429":[],"46891823":[],"46893501":[],"46911594e":[],"46918325":26,"46954702e":[],"46963249":[],"46984559":[],"46984697e":[7,35],"46it":7,"47":[3,10,23,24,31,33],"47018223":[],"47042744":6,"47051432":36,"47052809":[],"470714":34,"47075725":7,"47116868e":[7,35],"47123617":[],"47125748":6,"47130422":[],"47132891":6,"47187403":[],"47187607":[],"47193243":[],"4725246793626128":[],"47279537e":39,"4729218":[],"47297587e":[],"47302573":[],"47308061":[],"47313680":36,"47331396":33,"47334547e":[],"4735968":[],"4736645":[],"473730000968826":[],"47382705":[],"4742433":[],"47433659":[],"4745474":[],"47478922e":[],"47493254":[],"47544463":[],"47609206":[],"47610036":7,"4761747":[],"476849792":38,"47729832":[],"477405":[],"47740516":[],"47757553":[],"47767335":[],"47815203":12,"47823856":38,"47830372":[],"47836061":26,"47851966":[],"47855119e":39,"47865692":[],"47874964":[],"47892661":[],"47900239":[],"47905601e":[],"47910545":[],"4793031":[],"479465113":5,"47989224":[],"47989639":[],"47991892":[],"47it":[],"48":[3,10,23,24,36],"48004784":[],"48017159":[],"48062913":[],"48121459":[],"481215":[],"48122761":26,"48138036":[],"48151166":[],"48170743":[],"481979":7,"48200792":[],"48209228":39,"48233952":[],"482495":[],"48249527":[],"4825169":[],"48253511":[],"48257387":[31,33],"48268005e":[],"48306473":[],"48307405":[],"4831139":[],"48326853":[],"48333419":[],"48346049":33,"48364163":[],"483642":[],"48399942":[],"48411213":[],"48420061":[],"4843772":[],"48441798":[],"48442601":[],"48455788":[],"48476997":12,"4848097":[],"484810":[],"484905":[],"48490503":[],"48494803":35,"48511333":[],"48521055":[],"48549903":[],"48550":42,"48555675":33,"4859188":[],"48597324":[],"48697869":[],"486979":[],"48705697":[],"4870934":[],"487103":6,"4871032":6,"48717555":[],"48744228":[],"48745365":26,"48786826e":[],"48788378":[],"48805429e":[],"48826894e":[],"48827791":[],"48843174e":[],"48853875e":[],"48867802":[],"48875568e":[],"48889999":30,"48891141":[],"48900413":[],"48904404":[],"48906993":[],"48931464":[],"489315":[],"48944878":[],"48994188":6,"48it":[],"49":[6,7,10,12,27,34,38,39],"49008744":[],"49018385":[],"49035757":[],"49074536":[],"49077038e":[],"49123502e":[],"49139298":[],"49152":[4,43],"49156266e":[],"49211524":[],"49224801":[],"4924028e":[],"49285045e":[],"49312535":[],"49342785":[],"493428":[],"49361065":[],"4937346":[],"49381549":[],"49386718":[],"49392067e":[],"4940954":[1,33],"49470005":[],"49503632":[],"49513019":[],"4951301940723654":[],"49529361":[],"49557088":[],"49563003":26,"49568351":[],"49584063e":[],"49589995":33,"4959161509357395e":[7,35],"4959161509366685e":[7,35],"49608088":[],"49611541":[],"49697893":30,"49742477":[],"49761526":[],"49768808":[],"49781325":[],"498170":[],"49817031":[],"49849206e":[],"49888671":[],"498887":[],"49897504e":[40,41],"4990":30,"49910481e":[],"4991256":33,"4992":30,"49928561":[],"499286":[],"49939493":[],"499394932852416":[],"49945378":[],"4997":30,"49it":7,"4c4c7f":[10,11],"4d":[4,43],"4f":7,"4pm":[31,33],"4y":9,"4y_i":11,"5":[0,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,22,26,27,30,33,34,35,36,37,38,39,40,41,42,43],"50":[0,2,3,4,5,7,8,9,10,11,14,22,33,34,36,37,38,39,40,41,42,43],"500":[2,4,5,7,10,11,14,36,37,38,39,41,42,43],"50000000e":[39,40],"50000455":6,"50000553":6,"50000718":6,"50000855":6,"50000969":6,"50001063":6,"50001142":6,"50001207":6,"50001261":6,"50001306":6,"50001343":6,"50001374":6,"500014":6,"50001414":6,"50001422":6,"50001439":6,"50001454":6,"50001466":6,"50001476":6,"50001485":6,"50001492":6,"50001498":6,"50001502":6,"50001506":6,"5000151":6,"50001512":6,"50001515":6,"50001517":6,"50001518":6,"50001519":6,"50001521":6,"50001522":6,"50001523":6,"50001524":6,"50001525":6,"50029371":[],"50100007":[],"50152186":[],"50172351":[],"5018":30,"50193981":33,"5020612":[],"50227564e":[7,35],"50233673":[],"50258788e":[],"502698":[],"50269821":[],"50306335":[],"50321091":6,"50327198":[],"50352245":[],"503549":[],"5035492":[],"50414881":[],"50427787":36,"50429483":[],"504295":[],"50482139":[],"50493371":[],"504934":[],"50505108":[],"50516278":[],"50530832":36,"50558976":[],"5057642":[],"506":1,"50600514e":[],"50605353":6,"506054":6,"50610071e":38,"50638863":[],"506389":[],"506553":34,"50655336":34,"50655379":[],"50661596":30,"50667812":[],"50714096e":[],"50744967":[],"5076963":[],"507d50":[10,11],"508204":[],"50820404":[],"50846111e":[7,35],"50846112e":[7,35],"50850373":[],"50861923":[],"5086728":[],"50887105":[],"5088893":[],"50895251":[],"50911289":[],"50911947":33,"50937003":[],"5095016":[],"50987248":[],"50it":7,"50j":[14,38],"50x10":[2,41,42],"51":11,"510":[2,41,42],"5101314":33,"51019911":[],"51045268":[],"5105332296929628":[],"51069279":[],"51069748":[],"510697484548":[],"51104913":[],"5113303":[],"51136852":[],"51154388":[],"5116375":[],"51164347":[],"511888":6,"51262599":[],"51279028":[],"51279273":[],"5128288":[],"51290787":[],"51302994":[],"51317506":[],"51364117":[],"51374050":36,"514219":34,"5142856":[],"51437058e":[],"51439255":[],"51447004":[],"51470773":[],"514708":[],"51493779":[],"51495078":[],"514951":[],"51512235":[],"51532469":[],"51546825":[],"51553626":[],"51561341":[],"51564682":[],"51579138":26,"51611732":[],"51615779":[],"51643579":[],"51659846":38,"51690815":[],"51698843":[],"51709529":[],"51713064":[],"51728978":[],"5177783846":5,"51808934e":[40,41],"51857188":[],"51858116":[],"51860019":[],"5187643":[],"51914183e":[],"51928402":[],"51936974":[],"519370":[],"51937727":[],"51it":[],"52":[37,38,39],"52012715":[],"52019078":[],"52031552e":[],"52038652":[],"52060584":12,"52074297":[],"52087499":[],"52121734e":[],"521422502348998":[],"52154966":[],"521558":[],"52155823":[],"52173381":[],"52184321":33,"52200578":[],"52211567":[],"522116":[],"52212442":[],"5222222222222223":[2,41,42],"52228066e":[],"52229337":[],"5223261":[],"52284329e":[],"52292446":[],"52301447e":[],"52317963":[],"52319188":33,"52359414e":[],"52362157e":34,"5238548":[],"52397611":[],"52407775":[],"52446101":[],"52460926":26,"52480767":[],"52488688":[],"52488859":[],"52502695":[],"525027":[],"52568928":[],"5257011":[],"52573336":[],"52606333":[],"5260801":[],"52621829":[],"52634209":[],"52635761":[],"52637646":[],"52649344":39,"52654886":[],"52657934":[],"5267331":[],"526744":[12,34],"52694246e":[],"52698542":[],"527024":[],"52702419":[],"52706754":[],"527068":[],"52721412":[],"52729975":[],"52732966":[],"52757272":[],"52761872":[],"52780600":36,"52789388":[],"52793214":26,"52800959":[],"52806096":[],"52829142":[],"52874252":6,"52876551":[],"52888979":[],"5291335":[],"52927353":[],"52928925":[],"52989287e":[],"52998985":[],"52it":7,"53":[10,37,38],"5303329":12,"53052247":[],"5305555555555556":[2,41,42],"53105728":[],"53125507":[],"531280":34,"53145384":[],"53149078":[],"532":[],"5321613":[],"53225748":33,"53228519":[],"53235952":[],"53269627e":[],"53285379":[],"532854":[],"533":[],"53311882":[],"533119":[],"53312817":[],"53332849":[],"5333577":[],"53361935":[],"53379115":26,"53397188":[],"534":[],"53480404":[],"53488344":[],"535":[],"53512750e":[],"53534008":[],"53585173":[],"535852":[],"53597191":22,"53629564":[],"53640693":[],"53684024":[],"537":[],"53703498":7,"53723188":[],"53729411e":[],"53732988":[],"53733918":30,"53738247":36,"5378811":12,"538":[],"5384615384615384":10,"53851084":[],"538511":[],"53851415":33,"53862422":[],"53869015":[],"538811":[],"5388115":[],"539":[],"53911457":[],"539261":[12,34],"53939154":[],"53942728":[],"53996947":[],"5399913":[],"53it":7,"54":[7,10,30],"540":10,"54003127":[],"54011398":[],"54039921":6,"54041041e":6,"54057582":[],"54136139":[],"54150298":[40,41],"541605":34,"54175461":38,"54190252":[],"54193001":[],"54214936":[],"54222783":[],"54237093":[],"5426270409877345":[],"54295853":[],"54371074":[],"543939":34,"54393936":34,"54406885":[],"54419365":[],"5443909":[],"544421":[],"54442191":[],"544422":[],"544439":34,"54453037":[],"54490887":[],"54492296":[],"545813":12,"54581307":12,"54593165":[],"54637219":36,"546497":[],"54649725":[],"54725976":[],"54760497":[],"54804438":[],"54811237":[],"548263635652985":[],"54843215":[],"548432150659993":[],"54856099":[],"54867722":[],"54873252":[],"54874017":[],"54874291":33,"54880148":[],"54908576":[],"54910928":[],"54921401":[],"54928947e":[40,41],"54935794":[],"54977724":[],"54it":7,"55":[2,10,41,42],"55020405":[],"55020649":[],"55042779":[],"55084297":[],"55094784":[],"55095316":[],"551023":[],"55102329":[],"55115556":30,"55148543":[],"55170845":[],"55179339":[],"55188499":26,"55196383":[],"55208611e":[],"55225408":[],"5523202":33,"55261137":[],"55267592":30,"55386681":[],"55440601":[],"5544062":[],"55451651":[],"55460327e":[],"554728":[],"55472805":[],"55541212":[],"55542568":[],"5555555555555556":[2,41,42],"555617937832463":[],"55565884":[],"55582327":[],"55582742":[],"5560614852167705":33,"55626191":30,"55643340e":[],"55656086":26,"5567":7,"55678525":[],"55688514":[],"55694226":30,"55743376e":[],"557795":[12,34],"55838":38,"558429":12,"55842946":12,"55854694":12,"55862544":[],"55900177":[],"55916434":[],"55929651":[],"559791959661649":[],"55988542":[],"55996153":[],"55it":7,"56":[2,10,41,42,43],"560275":[],"56027537":[],"56033697":6,"560379":[],"56037913":[],"56042437":[],"56072658":[],"56094738":[],"56102529":[],"56108455":[],"561410":[],"56141009":[],"56141925":[],"56198284":6,"5620646":[],"56237849":[],"56239325":[],"56245497":[],"56291214":[],"56308108":[],"56342158":[],"56381399":30,"564":10,"56408898":[],"56423957":[],"56423957069263":[],"564374":[12,34],"564390":12,"56439048":12,"56453869":[],"56469864":23,"564759":[],"56475921":[],"56476512e":[],"565":10,"5653087":[],"56536":[1,33],"56541622e":[],"56576662":[],"56589683":36,"566":10,"56636616e":[7,35],"5664958":33,"56665044e":[],"56685379":[],"56690562":[],"567":10,"56719397":[],"56763673":[],"5676397":[],"56766321":[],"567753":[],"56775345":[],"56778296":[],"567783":[],"56783103":[],"56790195e":[],"568":[10,36],"56804783":[],"56832496e":[],"56850995":[],"56857739e":[],"5686930390258937":[],"56869304":[],"569":[2,10,41,42],"56912044e":[7,35],"56913182":[],"56922102":[],"56938055":26,"56939714":6,"56947078":[],"56948162":[],"56965674":36,"56967917":[],"56977352":[],"56990537":[],"56it":[],"57":[1,9,10,31,33],"570":10,"57000682":[],"57016227":[],"57080764":[],"571":[6,35],"571105947979344e":[7,35],"571105947979412e":[7,35],"57112844":33,"57120988":[],"5715150087179857":[],"57169626":22,"57192197":[],"57201944e":[7,35],"57209333e":[],"57212292":[],"57231587":[],"57252451e":[],"57261202":[],"57278714":22,"57293306":[],"57324367":[],"57331229":[],"57334868":[],"5736973":[],"57413459":12,"574135":12,"574465":[12,34],"57467546":[],"57468142":[],"57475388e":[],"57492326":[],"57502449":[],"57521514":[],"57584612":[],"57584621":[],"575870409023631":[],"57599494":[],"576":36,"57604071":[],"57610367":[],"5769230769230769":10,"57735536":[],"57803254":[],"57819238e":[],"57833531":[],"57847325":[],"57852915":[],"57854115":[],"57881465":[],"57886743":[],"57914918":[],"57933547":[],"579533981545493":[],"57966619":[],"58":[3,10,11,31,33],"58013829":[],"58084123":[],"58106393":30,"58161787":[],"58202531":[],"58218587e":[],"5823186":[],"58244397":22,"58257727":[],"58284836":[],"582987":[],"58298728":[],"58304607":[],"58325333":26,"5833333333333334":10,"583595":34,"58379362":[],"58408765":[],"58435095":[],"58452753":[],"5847256":[],"58492636e":34,"58493493":[],"58493681":[],"58556424":[],"58570955":[],"58583003":[],"58589719":[],"585982":[],"58598227":[],"58641507967355":[],"58642686":[],"5870":43,"58735893":[],"58757487":[],"587575":[],"58764871":[],"58799372":[],"58825417":[],"58827236":7,"5888888888888889":[2,41,42],"58890784":[],"58893352":26,"58914105":[],"58933143":[],"589841":[],"58it":[],"59":[3,10],"590":43,"59001966":[],"59009792":[],"59013965":30,"59030403":[],"59078383":[],"590784":[],"59088350e":[],"591317992":5,"59137018":[],"59148438":[],"59184268":[],"59188296":[],"59206051":[],"59215613":[],"592433":12,"59243304":12,"59244881":[],"592766658048914":[],"59290535":[],"59348521":[],"59353543":[],"59354079":7,"59355752e":[],"59372982":[],"59388777":[],"59391196":[],"593912":[],"59411814":[],"594241":[],"59424119":[],"5944444444444444":[2,41,42],"59465457e":[],"59491404e":[],"5955051":33,"59560497":[],"595859":[],"59585933":[],"59603845":[],"5961356":[],"59630232e":[],"59647764":[],"5965161e":[40,41],"59683811":[],"59698459":[],"59730078":[],"59741748e":[],"59770229":[],"59779819":38,"59833837":[],"598549916355722":[],"59854992":[],"59872116e":[],"59875207":[],"59879372":[],"59884169":[],"59898921":[],"59908591":[],"59908884":[],"59926703":[],"59958693":[],"59963873":[],"59971727":[],"59it":[],"5cm":30,"5f":[9,38],"5x":9,"5y":9,"6":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,22,26,28,30,31,33,34,35,36,37,38,39,40,41,42,43],"60":[2,4,7,10,41,42,43],"60000":5,"60001225":[],"60026673":[],"60041459e":[],"600529":[],"60052901":[],"60053139":[],"6006178":38,"60084189":[],"60116388":[],"601164":[],"60116948":[],"60151468":[],"60160003e":[],"60181469":[],"60184333":[],"6019067271":5,"60193996":[],"60205311":26,"6025456":[],"602546":[],"60271731":[],"60292037":33,"6029291":[],"60293962":6,"60314576":[],"60321647":[],"60342978":36,"60357007":[],"60375434":[],"6038642":[],"60418171":[],"60420593":6,"604213":[],"60421343":[],"60451189e":[],"604731":[],"60480445":[],"60489634":[],"60534421":[],"60543038":34,"60552651":[],"60568686":[],"60570744":[],"60575887":[],"605859":[],"60585931":[],"60586595":[],"60588173":[],"60605083e":[],"60610368":23,"606251":[],"60625144":[],"60648493":[],"60664448":[],"60672354":[],"60673226":12,"606760":6,"60720029":[],"60737006e":[40,41],"60740312":[],"60753606":[],"60762863":[],"60794187":[],"607942":[],"60837213":[],"6087346":[],"60900861":[],"60907486":[],"60915019":[],"60921896":[],"60929685":36,"60940356":[],"60943791":[26,33],"60999067":[],"61":2,"61069681":[],"61076053":[],"61083596e":[],"61106937e":[],"6111111111111112":[2,41,42],"61113781":[],"61130099":[],"611301":[],"61192203":[],"61192712":[],"61209378e":[40,41],"612939":34,"61321722e":[],"61325173":[],"613579":34,"61366611":[],"61382924":[],"613893902124586":[],"61395701":[],"61402242":[],"61414743":[],"614161296466206":[],"61468323":[],"614808":[12,34],"61501312":[],"615163":[],"61516316":[],"6153846153846154":10,"61564092":[],"6156409232714415":[],"61565184":[],"61602014e":[],"61608406":33,"6161104":[],"61621902":[],"616395":6,"61639509":6,"6177137":[],"61774362":[],"61775176":36,"61860028":[],"618746":[],"61883807":[],"618982":34,"61974366":[],"61979664e":[],"62":2,"6200":33,"6201":33,"6202":33,"6203":33,"62033782":[],"6204":33,"62068649":[],"62113349e":[],"62149436e":[],"621584":[],"62158409":[],"621787":[],"62178739":[],"62198131":[],"62242138e":[],"62246687":[],"62275788":38,"622777986360822":[],"62277799":[],"62286539":[],"62288579":[],"62299126":[],"62299866":[],"622998661867777":[],"62323175":[40,41],"62351789":[],"62373464":12,"62377027":[],"6243301":[],"62475001":[],"625":[8,37],"62551462":[],"62571719":[],"62573269":[],"62617788":[],"62620041e":[],"626635268":[7,36],"626678":[],"6266783":[],"6267112":[],"62671667":[],"626889e":[],"62714703":[40,41],"62716271":[],"62725226":35,"628":7,"62816974":[],"62817267":[],"62846663":[],"62863106e":[],"62863887":[],"62886648":[],"62894215":6,"62905281e":[],"62908496":[],"62918713":[],"62923495":[],"62927207":[],"62954328e":[],"62977556":[],"62it":[],"63":[1,2,7,10,36,41,42],"63025821e":[7,35],"63030526":[],"63031478":[],"630315":[],"63037846":7,"63042739":[],"63046054":[],"63071772":[],"63116786":[],"63142399":[],"63142731":[],"63144217":[],"631471":[],"63162342":34,"631986":[],"63198618":[],"63204599":[],"63207408":[],"63209435":[],"63249532e":[7,35],"63307537":[],"63309898":[],"63322884":[],"6333349473431832":[],"63347711":[],"63353014":[],"63371136e":[],"63443371":[],"63461575":[],"63483713":[],"63490568":[],"63498144":6,"63500255":[],"63520537":[],"63534832":26,"63542565":[],"63546236":[],"63546905":[],"63555267e":[],"63615006":[],"63619709":[],"63687445e":[],"63693246":[],"6373":[],"63731768":[],"637318":[],"6373454":[],"63760101e":[],"63797452":[],"63801791":[],"6380763200092493":[],"63833441e":[],"6383903":[],"63896182":[],"638962":[],"6389681":[],"63898112e":[],"63901709":[],"63919355":[],"639194":[],"63928106":[],"6393255":26,"63980097":[],"63980912":[],"63993855":[],"64":[2,4,5,14,26,33,38,39,41,42,43],"64009263":[],"64012627":6,"6401576":[],"64050858":33,"640567":[],"6405671":[],"6407249":[],"64082047":[],"640x480":[7,14],"64192473":[],"64275853":[],"64291046":[],"64297976":[],"64316192":36,"64322974":[],"64344541":[],"64361375":[],"64362404":[],"64373221":[],"64373635e":38,"64399519":[],"64399916":[],"64408368":[],"64411666":[],"64412879":[],"6441397":[],"64425744":[],"64493447e":[],"64505146":[],"64516328":[],"64564368e":[],"646283":[12,34],"64630711":[],"6463440100796987":[],"64638876":[],"64642277":[],"64672839":[],"64689773":[],"64690121":[],"64713979":[],"64720399":30,"64721597":[],"64731484":[],"64742912e":[7,35],"647473":[12,34],"6477208":[],"64795609":33,"64796751":[],"64797382":[],"648131":[],"64813145":[],"64836333":[],"64857542":[],"64885265":[],"649":[],"64909048":[],"64911288":[],"649382":[12,34],"64952115":[],"64968814e":[],"64976691":[],"649950":6,"64995019":6,"64it":[],"64x50":[2,41,42],"65":[2,9,10,41,42],"650":[],"65003213":[],"65082441":[],"651":[],"65147818":[],"65183066":[],"651831":[],"652":[],"65243388e":[],"65259487":[],"65293772":[],"65295017":[],"653":[],"6533977":[],"653398":[],"65354422":[],"6536392":34,"65375675":26,"65396469":[],"654":[],"65410649":[],"65442354":34,"654424":34,"65475653":[],"65476419":[],"6548596":[],"655":[],"65525178":[],"65532045":[],"65533829":[],"65543115":[],"65543958":[],"65554958":[],"65571174e":34,"65591748":[],"65593984":[],"65599456":34,"656":[],"6561141":[],"65632442":[],"65641173":[],"6564482":[],"65651288":[],"6565507":[],"65672295":[],"65681217":[],"6568154596723088":[],"6568686180915178":[],"65686862":[],"65700779":[],"65720152e":[],"6572612e":[40,41],"65738717e":[],"65743689":34,"65744898":[],"65751456":[],"65759127":[],"65759901":[],"6576130374029565":[],"65765268":[],"658":[],"6582728":[],"65833132":34,"65854722":[],"65870313":[],"65885453":6,"65889641e":[],"65891389":34,"658914":34,"659":[],"65900052e":[],"65917558":[],"65944342":38,"65971184e":[],"65976951":[],"65it":[],"66":3,"660":[],"66003032":[],"660172":[],"66017222":[],"66018725e":[],"66047885e":[],"66063786":[],"66064822":34,"66080313":34,"66130478":[],"66155431":[],"66160323":33,"66197393":30,"66204648":7,"66215333":[],"662153330760193":[],"66272614":[],"662836197064178":[],"66289235":[],"662932":12,"66293202":12,"66294408":34,"6629598":[],"662960":[],"66298436":[],"66339452":[],"66340579":[],"66342634e":[],"66363129":[],"66365453e":[],"6638":10,"664314":[],"66431407":[],"66456459":[],"66467908":[],"66487438":[],"66498292":[],"6652177":34,"66533454e":[],"66545999":[],"66560":10,"66575697":[],"66575943":[],"66603461":[],"6663569":[],"66694492":[40,41],"667":10,"66707072e":[],"6671767":[],"66729685":[],"66734487":[],"66747609":6,"66757105e":[],"66763324e":[],"66774691":[],"66809369":[],"668172":34,"66841959":[],"6690108":[],"66933663":33,"66951679":[],"6696885":[],"66990322":[],"669908227073521":[],"66it":[],"67":[2,3,10,43],"67015946e":[],"6702":[],"67036507":[],"67047975e":[7,35],"67088558":[],"67100236":[],"67191313":[],"67199457":[],"67204559":[],"67231298":[],"67238764e":[],"67249437":[],"67258465":12,"672585":12,"672721":34,"672759":[],"67275915":[],"67313212":[],"67314874e":6,"67364995":[],"67374815":[],"674":36,"67435043":[],"67464946":[],"67477123e":[],"67490857":38,"67495943":[],"67509321":[],"67511113":[],"67524588":[],"67527216":[],"67555087":[],"67561021":[],"67701729":12,"67715931":[],"67744448":[],"67747547":[],"67801091":[],"67819487e":[],"67834752":[],"67849271":[],"67875366":[],"678754":[],"67898825":[],"67925887":[],"67953091":30,"67955629":[],"6795562921258607":[],"67969567":[],"67982841":[],"67it":[],"68":3,"68008931":[],"6801":[],"68012971":[],"68029423":[],"68043741":26,"68043896":[],"6805151":[],"68072161":[],"68074588":[],"6809195":[],"680920":[],"68092237e":[],"68110474":[],"68129036":[],"68163369e":[],"6816947":[],"68192193":6,"68257097":[],"68258595":[],"68281739":[],"68286725":34,"68291639":[],"6831505":[],"68321093":[],"68332496":[],"68352799":[],"68396922":33,"68402334":[40,41],"68420144":26,"68532803":[],"68534263e":[7,35],"68542204":6,"68546404":26,"68591105":[],"68609856":[],"68637642":[],"68640031":[],"68655456":[],"6869":10,"68735473":[],"68748147":[],"68749642":[],"68753434":[],"6876042":[],"68763036":[],"68822559":[],"688226":[],"68824222":[],"68826552":[],"68827947":[],"68830164":[],"68857788":[],"6887363571":5,"68879472":[],"6888043337746685":[],"68891428":[],"68929213e":[7,35],"6893421391051477":[],"689519":[12,34],"68953877":[],"689539":[],"68962656":[],"68989446":[],"69":[3,10,30,43],"690":10,"6901769":[],"69030225":[],"690617":34,"69069n_":30,"69089532":[],"691":[],"691364":[],"69136414":[],"69164986":[],"69169665":[],"69182892e":[],"69203997":[],"69227923":[],"69230769":38,"6923076923076923":10,"69243548":[],"69247718":[],"6927554":[],"69297058":[],"69303453":[],"693035":[],"69306119":[],"69311221":[],"6932681":[],"69332574":[],"69336507":30,"69347409":26,"69391797":[],"69400286":[],"69417174":[],"69432059e":[],"69435454":[],"69438869":[],"69463406":[],"69465386":[],"69473608":[],"69484813e":6,"69484973":[],"69496248":[],"69504801":7,"69515531":[],"69547403":[],"6955259":[],"69566966":[],"6957182489166325":[],"69634577e":[7,35],"69668411":[],"69678073":[],"696781":[],"69695259":6,"697346":[],"69734609":[],"69734853":[],"697349":[],"69749114":[],"69756791":[],"69768266":[],"6980":[22,38,39],"69806017e":[],"69811070e":[],"69824402":[],"6988905":[],"69892546":[],"698996":[],"69899609":[],"69903406":[],"69908819":[],"69925648":[],"69978197":[],"699782":[],"69983227":[],"6999536":12,"69it":[],"6n_":30,"6pm":33,"7":[1,2,3,4,5,6,7,8,9,10,12,13,14,15,16,22,26,28,29,30,32,33,34,35,36,37,38,39,41,42,43],"70":[2,7,8,10,37,41,42,43],"70002901e":22,"70015185":[],"7002164":[],"70037324e":34,"70039784":[],"70040367e":[],"70090777":[],"700908":[],"70135856":[],"701370":6,"70156083":30,"70159137":[],"70175778":[],"70241548":[],"7024611":[],"7026722043092946":[],"7026908764394864":[],"70277293":[],"7029975":[],"70301068":[],"70302827":[],"7031337":26,"7033198":[],"70334935":[],"70362677":[],"70367841":[],"70408202":[],"70469324":[],"70474145":[],"70485195":[],"7049679":[],"70499955":[],"70514808":[],"70521262":22,"70530438":[],"70587399":[],"705946":[],"70594608":[],"70630967":[],"70653767":5,"70665448":[],"70704566":[],"7070883":[],"70710678":[6,34],"70711022":[],"70711514":[],"7074705":[],"70751625":[],"7080469":[],"70811405e":[40,41],"70819495":[],"70832814":6,"70843895":[],"708439":[],"70857635":[],"7086067479626619":34,"70885855":[],"70896343":30,"70917646":[],"70928399":[],"709284":[],"70944365":[],"70953125":33,"70981984":[],"71":[2,3,41,42],"71007076":[],"7100707615589594":[],"71059619":[],"71121535":[],"7112242518460867":[],"71129677":[],"71142161":34,"711422":34,"71143744":[],"7119":10,"712018":[12,34],"71236139":[],"71261809":[],"71263085":[],"71263851e":[40,41],"7127128":[],"7129466":[],"712947":[],"71314288":[],"713143":[],"71332117":[],"713763":[],"71376303":[],"71380438":[],"71384267e":38,"71409384":[],"71441086":[],"71460518":[],"71469351":[],"7150195":[],"71505132e":[],"71507714e":[],"71524686":[],"71527295":[],"71582784":[],"71633658":[],"7163835161938888":[],"71640303e":[],"71664506":[],"7167077":[],"71672742e":[],"71672791":[],"71737253":34,"71761101":34,"717794":[],"71779401":[],"718165":6,"71838601":[],"71860732":[],"71921281":[],"71957514":[],"7198234":[],"72":3,"72033728":[],"7204561":[],"72047148":[],"72055288":[],"72062943":[],"72066289":[],"72067593":[],"720889407643293":[],"72174172":12,"72183526":[],"72184754":[],"72219757":[],"72236654":[],"72237094":33,"72271878e":[7,35],"7228852":[],"72288611":[],"72309979e":[],"72315862":[],"72364915":[],"72365764":[],"7236674":6,"724":[4,43],"72407267e":[],"72427854":[],"72444668":[],"72460802":[],"7249499":[],"72496896":33,"72521196":[],"725212":[],"725256":[],"7252563":[],"72546035":26,"72577807":[],"72589774":[],"72596005":33,"72598313":[],"726017":[],"72601722":[],"72602818":[],"72612916":[],"72690169":[],"72710494":[],"727132":[],"7271324":[],"72744372":[],"72754455":[],"72758060e":[],"72770687":[],"727707":[],"72771857":[],"72796854":22,"72848736":[],"72858608":26,"72859758":6,"72863433":[],"72876728":[],"72882234":[],"72952595":[],"72962885":[],"72964493e":[],"72965547e":[],"72966563":[],"729666":[],"72973232":[],"72981762":9,"72992196":[],"72993254":[],"73":[7,10,36],"73018893":[],"73031999":[],"730364":[],"73036439":[],"73055654":33,"73062648":[],"73063053":[],"73068535":[],"73071831":[],"731000":34,"73118203":[],"73122034":[],"73176319":[],"73189536":[],"73203674":[],"73204357":[],"73252708":[],"73265885":[],"73299464":[],"73305640e":[],"733096":34,"73337355":[],"7333854378748542":[],"7336627":[],"733663":[],"73374853e":[40,41],"7337962":[],"73380463":[],"73386494":33,"73390423":[],"73397147":[],"73423383":[],"73425394":[],"735490390687699":[],"73550536":[],"73565966":[],"73578772":[],"73594414e":[],"73595198":[],"73614157":[],"736282":[],"73628249":[],"73646130e":[],"736807":22,"73690387":38,"737184":[],"73718419":[],"73741131e":[],"73785069":[],"737851":[],"738242":26,"73824262":[],"73853838":[],"73854926":[],"73876416607927":[],"73880347":[],"73888203":[],"73958682":[],"739705":[],"73970542":[],"7397605907501061":10,"73986200e":[],"73994248":[],"7399476":[],"739948":[],"74":[7,36,38,39],"740":10,"74028787e":[],"7403629637766833":[],"74038232":[],"74038873":[],"74045887":[],"74060714":[],"74066856":26,"74071459":26,"74075864":[],"74081822":9,"740859":[],"7408594":[],"74100159":[],"74101067e":[],"74138002e":[],"74171049":[],"74180248":[],"74192227":26,"74208907":[],"74259663":[],"742597":[],"7426664":[],"74272285e":[],"74291603e":[],"74309684":[],"743097":[],"74336924":[],"74384858":[],"74384949":34,"74407544":[],"74412221":[],"74463241":[],"74471533":[],"74499034":[],"74506271":[],"74523085":[],"74533876":[],"7458714725617228":[],"74607851":34,"74613334":[],"7461895":[],"74632311":[],"74663164":34,"74689928":33,"74692641":[],"74693983":[],"74724414e":[],"74724774":38,"74761567":26,"74761815":[],"747910":[],"74791021":[],"74803743":[],"74809387":[],"74829661":34,"74840212":6,"7487814387207385":[],"74878144":[],"74883972":[],"74900488":[],"74957448":[],"74960664":[],"749765":34,"74985547":26,"7499639":[],"75":[6,7,9,10,12,27,34,36,39,40],"7500676":[],"75015599e":[],"75018686":[],"750187":[],"75025744":[],"75044457":[],"750445":34,"75050135":34,"75080943":[],"7509571":[],"7510197":[],"7511273":[],"75131415":[],"75138064":[],"75146945":[],"7515117":[],"751549347323406":[],"75154935":[],"751699":[12,34],"75170092":6,"75216828e":38,"75217508":[],"75240139":[],"75269037":34,"75271427":[],"75300068":[],"75345893":[],"7539148284817965":[],"75406226e":[],"75409398":[],"754130":[],"75413023":[],"75424998":[],"75433448":[],"7546022135629743":[],"7546682196464342":[],"75488337e":[],"75532041":[],"75570956":[],"75573622e":[],"75576555":34,"75592582":[],"75600095":[],"7560356057040467":12,"756352":34,"75654448":[],"75669703":[],"75674251":[],"75677341":[],"756828":[],"75682834":[],"75720786":[],"75733813e":[],"7573694380469245":[],"75737136":[],"75760403":[],"7577":36,"75770568":34,"7577113351177733":[],"75956076":[],"75956617":[],"75978215":[],"76":[10,31,33,37,38,43],"760":43,"76030841":[],"76065256":[],"76067335":[],"76103892":[],"76120718":[],"76134837":[],"76140219":[],"761574":[],"76157429":[],"76159011":[],"76183628":[],"761887":6,"7618873":6,"76190591":35,"76262775":[],"76273751":30,"76277254":[],"762891":[],"76289128":[],"76320304":30,"76329289":[],"7642448":[],"764245":[],"76426396":[],"765":[8,37],"76516101":[],"76527062":[],"76533281":[],"765333":[],"76542156e":[],"76561858":[],"7658599":[],"76587916":[],"76601702":[],"76612827":[],"766163196245293":[],"76632434":[],"7663967":[],"76686148":[],"76688358":[],"76690383":36,"76692036e":[],"767285":[],"76728511":[],"767367275553824":[],"7674217625964539":[],"76751116":[],"76790092":[],"76807288":[],"76852722":[],"76855921":[],"76880575":[],"76887316e":[],"769112":[],"76911228":[],"7692307692307693":10,"76936315":6,"7693748":12,"769375":12,"76940759":[],"76942272":[],"7694444444444445":[2,41,42],"76958689":[],"769587":[],"76996262e":[],"77":[10,31,33,38,39],"77014839":[],"77030637":[],"77037707":[],"77039278":[],"7708831044105582":[],"77106886":[],"77112374":[],"771128":[],"77132083":[],"77152076":6,"77152924":[],"7718":10,"77199379e":[],"7721643":[],"77231525":26,"77235007":[],"772588722239781":[38,39],"77306239":[],"77313451":[],"77352152e":[],"77354301":[],"774498":[],"77449804":[],"77465911":[],"77482712":[],"77497266":[],"77507653":[],"775204":[],"77551387":[],"7755649":[],"775565":[],"77559615":[],"77579275":[],"77594586":[],"77596142":[],"77597019":[],"77602426e":[],"77618181":[],"77626954":[],"776322":[],"77632217":[],"776352510835556":[],"77635684e":[],"77636e":[38,39],"77647539":[],"77652198e":[],"77659961":[],"7766443":[],"77681762":30,"77699722":[],"777112373675558":[],"77714169":9,"77725472":[],"777255":[],"77803692":[],"7782028952":5,"77829399":[],"77838912":[],"77845284":[],"77873845e":[],"77878621":[],"77959897":[],"77982629e":[],"77986982":33,"77994763":[],"78":43,"78009660e":34,"78010668":[],"78025829":[],"78036158":26,"78144936":[],"78152283":6,"781523":6,"78156479e":6,"78157908":[],"78184120e":[7,35],"78186404":[],"78194038":33,"78198192":[],"78243922":[],"78251088":[],"78254537":[],"78261152":[],"78278086":[],"78326199e":[],"78338459":[],"78340902e":[],"7837026":30,"78380113":[],"78385675":[],"78403064":33,"78459458":[],"78477759e":[],"78575679":[],"78596158":[],"78605212":[],"78617455":[],"78630865":[],"78646096":[],"78671736":[],"786917":[],"78691713":[],"78714005":[],"7873282":[],"78745927":[],"78758569":[],"78762558":[],"78810857":[],"78850066":[],"78875722":[],"78876155e":[],"78877338":30,"788773381830552":30,"78888045":[],"78892891":[],"7889793":[],"78904605":[],"78927162":39,"78939263":[],"78941903":6,"78945959":[],"78949699e":[],"79":[],"79010601":[],"79041505":[],"79086674":[],"79102612":[],"79111643":6,"79135536e":[],"79171202":[],"792442235218746":[],"79247398":[],"79251831":[],"79266789":[],"79280475":[],"79299228":26,"793167":34,"79341574":[],"79401569":[],"794282":[12,34],"79443618":[],"79469098":[],"79474214":26,"794749":[],"7947491":[],"7949388":[],"79503363":[],"79522963":[],"7953443":35,"79540402":[],"79558414":[],"795584143123602":[],"79558423":[],"79619113":[],"79622905":[],"79623487":[],"796235":[],"79628257":[],"79633065":36,"7963438":[],"796714":12,"79671424":12,"79673108":[],"79718864":[],"79758524":[],"79778008":7,"79787194":[],"797872":[],"797e":7,"7981908":[],"79849321":[],"79866484":[],"79869224":[],"79870689e":[],"79873884e":[],"7989356":[],"79898903":[],"79942527e":[],"7d7d58":[10,11],"8":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,19,22,23,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],"80":[1,2,6,7,9,10,34,35,36,41,42],"800":[5,8,37,43],"80011603e":[],"80033616":[],"80056922":[],"80066012":[],"80070169":26,"80072356":[],"800724":[],"800782161095708":[],"80118954e":[],"801356":[],"80147746":[],"80283501":33,"8030191":[],"80311453":[],"80354994":7,"80369722e":[],"80373997":[],"80374623":[],"80410179":[],"80413696":[],"80421021":[],"80453713":[],"80460179":36,"80469739":6,"80499859":[],"80523848":[],"8055555555555556":[2,41,42],"8056560957923695":[],"80576215":[],"80609615e":[7,35],"80609616e":[7,35],"80633871":[],"80637385":[],"8063779":[],"80668002":[],"80692881":33,"80708107":[],"80708727":[],"8073322":[],"80740939":[],"80750113":[],"80835002":[],"80845707":[],"80846898":[],"80847477e":[7,35],"80848093e":[],"8084934":[],"80853029":[],"80855691":[],"808557":[],"80868063":[],"80873785":[],"80907609":[],"80941284":26,"809737":12,"80973749":12,"80979265":[],"80980728":[],"81":[2,41,42],"81006889":[],"81007381":[],"81012733":[],"810150":[],"81015037":[],"81035098":[],"81040897":[],"810409":[],"81042619e":[],"81048318e":[7,35],"81063784":33,"81073808":[],"81077908":26,"81091776":[],"81093622":34,"8110093e":[],"81160425":6,"81165023":[],"81208109":[],"81218742e":[],"81246697":[],"8125468":[],"81283649":[],"81318307":[],"81329201":[],"8133":[],"81333808":7,"81337164":[],"81366409":[],"81385326":[],"813957":[],"81395716":[],"81425129e":[],"81478187":[],"81479491":[],"81506255":[],"81522211":[],"8153623169095896":[],"81536232":[],"81556283":33,"81559586":[],"81592028":[],"81598832":[],"815am":[31,33],"81622636":[],"81633628":12,"81642349":[],"816454":34,"816847":34,"81684805":[],"81702472":26,"81707832":[],"81737781":[],"81818338":[],"81825652":[],"81826799":[],"81839897":[],"8184887":[],"81889188":[],"81912119":[],"81919129":[],"81924504":[],"819253":[],"81925302":[],"81931348":[],"81947005":[],"81973052":[],"81979166":[],"819805":[],"81980509":[],"81984817":[],"81985155":[],"81987609":[],"81994631":[],"82":[],"82004436":[],"82009906":[],"82022408":26,"82060913e":[],"8207274870895702":[],"82079885":[],"8211787":[],"82120582":[],"82121282":[],"82130663":[],"82133401":[],"82146046":[],"82161167":[],"82162246":[],"82195744":26,"82198978":6,"82204612":[],"82212861e":[],"8221979401496963":[],"82242798":[],"82247747":[],"82259916":[],"8227":[],"8232102961414203":[],"823242":[],"82324216":[],"823417":[],"82341746":[],"82360724":[],"82376174e":[],"82391536":33,"82418008":[],"82418352":[],"82421714":[],"82435177e":[],"8244":[],"82454109":[],"8248473":[],"8250103":[],"82528238":[],"82533209":[],"82551764":[],"82559478":[],"82561703":[],"82620196":[],"82623709e":[],"8265786":6,"82677051":[],"82688363":[],"82735539":30,"82749474":[],"82757017":[],"82802004":[],"82832579":[],"82838817":[],"82844656":[],"82864173":[],"82891669":[],"82894855":[],"82914126":[],"829252":[],"82925222":[],"82934918":[],"83":43,"83020679":[],"8305555555555556":[],"83065295":26,"83105136":[],"83132102":30,"83146596":36,"83164611e":[],"83203197":[],"8321864":[],"83220985":[],"83230774":[],"83231208e":[],"83234002":[],"83294718":[],"83317854e":[],"8332972":[],"83344349":22,"83354173":6,"83363025":[],"83369175":[],"83375":43,"83377498e":[],"83408369":[],"83429536":[],"83463634e":[],"83466807":[],"83478186":[],"83512277":6,"83519517":[],"8352834":[],"83641435":[],"83655756":[],"83671148":[],"83681263":[],"83693088":[],"83718206":[],"8371938":[],"83727177":[],"83741078":[],"83749554":26,"83759075e":[],"83784791":30,"83785062":[],"83816147":[],"83823317e":[],"83824223":[],"83844809":[],"83853982":33,"83870189":7,"8387133":[],"83884553e":[],"83915415":[],"839957":[],"83995705":[],"84":43,"84019294":[],"84047912":[],"8406741e":[],"84073416":26,"84078641":[],"84104054":26,"84155431":[],"84159992":[],"84163178":[],"842":[],"8423144":[],"842436":34,"84254917":[],"8426271":[],"84269323":[],"843":[],"84314251":[],"84338322":[],"84351715":[],"84355903e":[2,41,42],"84357837":26,"844":[],"84401704":[],"84401886":[],"84416298":[],"84424529":[],"8443626e":[],"84438755":26,"84443254e":[2,41,42],"84478178":38,"84482599":[],"84514616":[],"84581375":[],"84597523":22,"846":[1,8,37],"84605507":[],"8461538461538461":10,"846162":[],"84616248":[],"84629286":[],"84634327e":[],"84659427":[],"84661055":33,"84661230e":[],"84668873":[],"84687351":33,"847":[1,8,37],"84707251e":[],"84711297":[],"84726382":[],"8473429":[],"847343":[],"84745063e":[],"84745525":[],"8475889":[],"84767088":[],"8476874":[],"84780262":7,"84789579e":[],"848":[1,8,37],"8485":[],"84858":36,"84862355":[],"84869686":[],"8488":[],"84907109":[],"84908687":[],"84923841":[],"84923989e":[7,35],"8496945":[],"84972787":[],"84973247":[],"84984612":[],"84985833":[],"84992628":[],"84993546e":[],"84994524":6,"85":[2,10,41,42],"85005989":[],"85014487":[],"850164":6,"85018556e":[],"85025162":[],"8502729":[],"85035562":[],"85043503":[],"85049285":[],"85050649":[],"8505072899794293":[],"85064942":[],"85068028":[],"85079059":[],"85079729":[],"850859":[],"85085928":[],"8509859":[],"85101172":[],"85108001":[],"85112594":[],"85142265":[],"8517571":[],"85189083":[],"85222243":[],"85259666e":[],"85261484":[],"85263220":7,"85276538":[],"85278920e":6,"8529175":[],"85293303e":[],"85294194":[],"85298956":[],"853":[],"85327004":[],"85378708":[],"85379714":12,"85408468e":38,"85422602":[],"85427641":[],"85437905":[],"85458026":[],"85551266e":[],"85580661":39,"85601992":6,"85613835":[],"85625134":[],"85669407":[],"85703369":[],"85707419":[],"85711016":[],"85714286":0,"85724692":[],"85777073":[],"857771":[],"85786373":[],"858":10,"8583333333333333":[],"85859459":[],"85866294e":[],"85871255":[],"85897711":[],"85944866":[],"85945208e":[],"85954931":[],"8595836":[],"85975973e":[],"86":[],"86009093":[],"86013055e":[],"86016288":[],"86030593e":[],"8605188":[],"86062977":7,"86066395":[],"86067818":[],"86070736":[],"86084064":[],"86117291":6,"86123808e":[],"86134827":6,"86138568":[],"86143379":[],"86145244":12,"8614682":[],"86174943":[],"86179614":[],"86192682e":[],"86197958":[],"86215487e":[],"86240935":[],"86247117":[],"86260982":[],"86267497":[],"862675":[],"86273371":35,"86274590e":[],"86284277":[],"86292532":[],"8631855":[],"86346614":[],"86364839":22,"8638888888888889":[2,41,42],"86416941":[],"86434639":[],"8644215":[],"86445334":[],"86458368e":[40,41],"86459987":[],"86493273":[],"865":[],"86506494":[],"86519139":[],"86567539":[],"866":[],"86602331":[],"86611894":[],"8662":[],"86629161":[],"86630":10,"86632028":[],"86639832e":[],"86643649":[],"86660944":[],"86664528":[],"8666666666666667":[2,41,42],"86666667":0,"86668761":[],"86696026":[],"866960260598739":[],"867":[],"86737671":[],"86751196":22,"86757762":[],"86780577":30,"86789195":33,"86799623":[],"86802297":33,"86807326":33,"86810":10,"86833907e":[],"86844355":30,"86861591e":[],"86867512":[],"86868711":[],"86885547":[],"86891741":[],"869":[1,8,37],"8691787":[],"86943859":[],"86978877":[],"86987923":26,"87":10,"870":[1,8,37],"87001185":[],"87020155":[],"8702784034":5,"870337":[],"87068171":35,"87070464":[],"870704644539707":[],"87072815e":34,"87093752":[],"871":[1,8,37],"87148597":[],"87169607e":[],"87171492":[],"87186187":[],"8720648":[],"8722222222222222":[],"87228174":[],"87231849":[],"87234539":26,"87238538":[],"8724":[],"87323528":[],"87338368":30,"87340054":[],"87349626":[],"87381451":6,"87399194":[],"8745559":[],"8746702":[],"87473452":[],"87478387":[],"87494456e":[],"875":[2,41,42],"87513212":38,"875236":6,"87523613":6,"87584434":[],"8758851":[],"8759":[38,39],"87616945":[],"8762":[],"87627342":36,"87633005":[],"87637891":[],"87661362":[],"87689496":30,"87696461":[],"877":7,"87700882":[],"87732748":[],"87736602":[],"87740526":[],"87788573":[],"87818331":[],"87830277":[],"8785678201327416":12,"87878356":[],"87884833":[],"87894459":[],"878945":[],"87904563":12,"879046":12,"87981676":[],"88":[33,38,39],"88006918":[],"8800906083513416":[],"88009061":[],"88046261":6,"88055343":[],"8805555555555555":[],"88064505":[],"88071254":[],"88080569":[],"880806":[],"8809429":[],"88135577e":[],"88147037":[],"88157423":[],"88168312e":[7,35],"8817842e":[],"88182591":34,"88208835":[],"88236598e":[],"8825782":[],"88289263":[],"882972378790114":[],"88297238":[],"88323026":34,"88333467":[],"88336879":6,"8834":[],"88355913":[],"88366546":[],"88377332":[],"88378851":[],"88415819":[],"88445111":[],"884669":34,"8847504075456363":12,"88477745e":[],"88501323":[],"88514106":[],"88518":[],"88529063e":[7,35],"88551766e":[],"88569607":[],"88594444":[],"8859754":[],"88613493":34,"88614317":[],"8861811":[],"88632765":[],"88639567":[],"88653291":[],"88685415":[],"88691234":[],"88726714":[],"88727586":[],"88738394e":[],"88809826":[],"88860399":[],"88870842":[],"8888888888888888":[],"888908":[],"8889085":[],"88930323":[],"88952612":33,"88960947":[],"8896094720230128":[],"89":[10,43],"890033":[],"89003324":[],"8901199":[],"89017198e":[],"89044267":[],"89054207":[],"89058005":[],"8905826":[],"89069029":[],"8908983":[],"89100924":[],"89126914e":34,"89155606":[],"891559":[],"89155934":[],"8917148":[],"891715":[],"89184351":[],"89211256":[],"89211729":33,"89219980e":[],"89222305":[],"89229722":[],"89288636":12,"89290901":[],"8931686":38,"8932188":[],"8936154":[],"89378344":[],"89408972":[],"89410423":6,"8942779":[],"8944444444444445":[],"89457785":[],"89463761e":[],"89515649":[],"89527291":[],"89533642":[],"89540936":[],"89543945":[],"89549614":22,"8955058":26,"89563074":[40,41],"89576555":[],"89595918":26,"8962":[],"89654756":[],"89676583":[],"89684207e":[],"89692576":[],"89708415":[],"89710385e":[],"89714357":[],"89724282":[],"89730533":[],"89737445":[],"89755794":[],"89766337e":[],"89770892":[],"8978":[],"89790867":[],"8980893":38,"89845198":[],"89868561":38,"89876098":[],"898761":[],"89961861":[],"899641":12,"89964122":12,"89989636":[],"8f":[7,36],"8g":[7,36],"8n":26,"8x8":[2,41,42],"9":[0,1,2,3,4,5,6,7,8,9,10,12,13,14,15,19,22,23,24,26,27,29,30,31,33,34,35,37,38,39,40,41,42,43],"90":[1,2,7,10,41,42],"900066":6,"90006616":6,"90050507":33,"90055798":33,"90075537":6,"90103664":[],"90105594":[],"9011":7,"90114639":[],"90135464e":[],"90137221":[],"90137794":[],"90140097":[],"90150448":[],"90162133":[],"90167436":33,"90168941":[],"90182442":[],"90210098":[],"90220243":6,"90232941":[],"90266948":6,"90273253":[],"9027777777777778":[],"90280702":38,"90281987":[],"90300219":[],"90300704":[],"90304177e":[],"9031162":[],"90340018":22,"9040":10,"90407685":[],"90475506e":[7,35],"90536337":[],"9054":36,"9055555555555556":[],"9057119872872414":[],"9062501":33,"90636879":39,"906589":[],"9065894":[],"906747":6,"90679215":[],"90717653":[],"907177":[],"9074157":[],"90751311":[],"90783944":33,"90800497":[],"9080271":[],"90842732":[],"90860768":[],"90871271":[],"90885733e":[],"90894281":[],"90903158":[],"90909173":[],"909092":[],"9092793":[],"909525":[],"90952533":[],"91":[31,33],"910":10,"91023542":30,"910294":[],"91029443":[],"91029782":[],"910297822789896":[],"9105":36,"91099021":[],"91100141e":38,"9111111111111111":[],"91114704":[],"91128596":6,"91152267":[],"91193672":[],"911937":[],"91247848e":[40,41],"91264011":[],"91270333":[],"91312563":[],"91315101":33,"91321225":[],"91322403":[],"91365263":[],"91410559e":[],"91416944e":[],"91417133":[],"91433102":[],"91434750e":[],"914672":[],"91467223":[],"91483251":[],"91492986e":[7,35],"91496317":[],"91507022":[],"91520631":[],"91527102":[],"91546928":[],"91568958e":[],"915842":[],"91624469":[],"916245":[],"91633883":12,"916339":12,"91648657":[],"91650453":[],"9166666666666666":10,"91668429":33,"91669165":[],"916692":[],"91672129":[],"91692081":[],"91722512e":[],"91744988":[],"91752854":[],"91760278":6,"91811422":[],"91812702":6,"9184060613261256":[],"91854134":[],"91864509":[],"9187554":[],"918785":[],"918992":34,"91933003":[],"919503":[],"9195033":[],"91961463":[],"919895":[],"91989533":[],"92":[7,10,31,33],"92003207":[],"92004534":[],"92021197":[],"9202867":[],"92044261":[],"920443":[],"9206617":[],"92080432":[],"92159388":[],"92169638":[],"92192012":[],"9219476":[],"92226956":[],"922270":[],"9225384545636204":[],"922622":[],"92262217":[],"92292668":[],"92301743":[],"9230769230769231":10,"92308585":[],"92308867":[],"92313548e":[40,41],"92319842":[],"92326255":[],"92341148":[],"92353194":[],"92370959":[],"92376655":[],"92381262":[],"9238126238237127":[],"92393165":[],"924011":[],"92422684":[],"92452609":[],"92458892":[],"92466997":[],"92474572":[],"924746":[],"924e":7,"925":[2,41,42],"92507116e":[2,41,42],"92510128":[],"92512799":[],"92527681e":[],"92552059":[],"92578916":6,"92599642":[],"92604454":[],"92622842":[],"92656908":[],"92661467e":38,"92663007":[],"92665802":[],"92678221":[],"92713642":[],"9271707090281667":[],"92719687":[],"92756256":35,"92761972":[],"92768548":[],"9277777777777778":[2,41,42],"92779167e":[],"92808577":[],"92857143":0,"928769588424018e":[],"9288904":[],"92891949":[],"92892022":[],"92901115":[],"92905422":[],"92910808":[],"92919287":39,"92921498":[],"92929225e":[],"9294527":[],"92991181":[],"93001752":[],"93002171":26,"93019783":[],"930536":[],"93053605":[],"9305555555555556":[2,41,42],"93059014":[],"93061247":[],"9306628":[],"93074023":[],"9308197":[],"93097189":22,"931":[1,33],"93148781":[],"93155188":6,"93158979":6,"93159699":[],"93164276":[],"93164299":[],"9321042":30,"93237862":[],"932382":[],"93257133":39,"932605":12,"93272428":[],"93277949":[],"93289669":[],"93293067":[],"933":[6,35],"93325371e":[40,41],"93366198":[],"933662":[],"93388517":[],"93397254e":[],"93398716":39,"93402104":[],"93413623":33,"93416236e":[],"934339":[],"93460701":[],"9349":[],"93492130e":[7,35],"93518383":[],"93519647":[],"93541793":[],"935482":6,"93548204":6,"93597168":[],"935972":[],"93601008e":34,"93602214":[],"93619369":[],"9366":[],"93668828":[],"936877889972962":[],"937":30,"937057":[],"937082":34,"93708805":[],"93709777e":[],"93787605":[],"93799826":6,"938":30,"9387":10,"9388939e":[],"93891335e":[],"939":[1,30,33],"93900569e":[],"93909866":[],"93937564":[],"93942872":[],"93967766":[],"93968601":[],"93969971":[],"93970238":[],"93987367":[],"93989887":[],"94":[0,10,30],"94008244":[],"94027059":[],"94033034":[],"94040981":[],"9405":[],"94055712":26,"94082113e":[],"94091671":[],"94092702":[],"94096731":[],"94099173":[],"94114646":[],"94121002":[],"9412311":[],"94141801":[],"94217756":[],"942178":[],"94221383":[],"94226022e":[7,35],"94255277":[],"942561":33,"94272259":[],"94273542":34,"942739":[],"94284104":6,"94285762":[],"94291287":[],"94320205":6,"94335":[],"9434":[],"94361404":[],"94388948":[],"94419718":[],"9444444444444444":[2,41,42],"944557":[],"94455739":[],"94463114":[],"94466211":[],"94484047e":[39,40],"94485679":[],"94493877":[],"94495682":[],"94499279":38,"9450635":[],"94533329":[],"94583038":[],"9458396":[],"94591015":[26,33],"94607554":[],"946167":[],"94616709":[],"94623184":[],"94623681e":39,"94625725":[],"946276":[],"94627617":[],"946372":[],"94637206":[],"94639099":12,"94652":[],"94662523":[],"94665557":[],"946957":6,"94704941e":[],"9472222222222222":[2,41,42],"9473":[],"94734174":30,"94735263":[],"947607":[],"94766419e":[],"94781064":35,"94802663":[],"94805555":[],"9482527":6,"9485531":[],"948638":[],"94863824":[],"94897376":[],"9494619":33,"9495484":[],"94963563":[],"94973606":[],"95":[2,10,12,36,41,42],"95000259":[],"95001004":[],"95008046":7,"95033155e":[],"95039348e":[],"950423":[],"95053694e":[],"950873":[],"95115528":[],"95132723":[],"95152814":[],"95162248e":[],"95166920e":[],"9518022":[],"952063":[],"95206335":[],"95226607":[],"952268":[],"95226818":[],"95231424":6,"952387":34,"9525328":[],"9527777777777777":[],"95284275":6,"95289375":[],"95291169":[],"953065564":[2,41,42],"95317772":[],"95338273":[],"95343966":[],"95351665":6,"95354276":[],"95365435":[],"95395895":[],"953959":[],"954":30,"95400323":[],"954148":[],"95432881":[],"95462534":[],"95482298":[],"954823":[],"95497813":[],"95511792":34,"955118":34,"95518112":[],"9555555555555556":[2,41,42],"95563211":[],"95568161":[],"95578775":[],"955820c21e8b":5,"95611042":38,"95647867":[],"956563":[12,34],"95684892":6,"95703":[38,39],"95712462":[],"95715036":[],"957171":[],"95719454":[],"9573":[],"95743466e":[],"95744254":[],"95745476":[],"95745534":[],"95745651":[],"957549":[],"95766504e":[],"95770298":[],"95776346":[],"95793988e":[],"9579870417283":23,"958228616652075":6,"95842106":[],"95845431":[],"95872127":[],"95881375":[],"95882223":[],"95882586":[],"95889379":[],"95890587":[],"95906059":38,"959076":[],"95928891":33,"95935439":[],"9594":[],"96":[2,7,10,12,36,41,42],"960":30,"960000":43,"9601304850035702e":[7,35],"9601304850073734e":[7,35],"96015381":[],"96024953":6,"96029461":[],"96037553":[],"96054705e":[],"96057795e":[],"9606":[],"96067118":[],"96075051":38,"96080358":[],"96084123":[],"96084663":6,"961":30,"961042":[],"961423":[],"96142343":[],"96154578":[],"96157921":[],"96164155":[],"96175251":[],"962":30,"96218268":39,"9623":[],"96231225":[],"96241501":[],"96251859":[],"96282505e":[],"96301764":[],"96305058":[],"96306539":[],"963187":[],"96330728":[],"96332346":[],"9637117593816477":[7,35],"96379806e":[],"9638104":[],"96385782":[],"96385798":[],"963858":[],"96391888":[],"9639885":[],"9640435":6,"96414331":[],"96417888":[],"9642492":[],"96432396":[],"9645":[],"96461948":[],"9647801":[],"96486591":[],"9649652536":5,"96504394":[],"96544479":[],"96547946":[],"96548194":[],"965548":34,"9656484356890704":[],"96564844":[],"96581896":[],"96585824":[],"9658822":39,"966":[],"96618572":26,"96631321":34,"96660465":[],"96688672":6,"967":[],"96734276":[],"967388":[],"96738845":[],"96745096":[],"9674916":6,"96762953e":[],"96777468":[],"967809":[12,34],"96799937":[],"96801916":[],"96826039":[],"96850191":[],"96853248":[],"968650":[],"96865004":[],"96866031":[],"968704":[],"96870431":[],"96894842":[],"96897719":[],"96899218":[],"96907179":[],"96916206":[],"96917669":[],"969190":[],"96919021":[],"96919836":[],"9692":[],"9693":[],"969413":[],"96957289":[],"969573":[],"96961052":[],"96963458":[40,41],"9697":36,"96983721":33,"96991192":[],"969959":12,"9699594":12,"97005689":6,"97015949":39,"97023479":[],"97065359":36,"97068015":[],"97069113":[],"9707256":[],"97072608":[],"970827":[],"97082748":[],"970965":[],"97108e":[38,39],"97120565":[],"9712983":[],"9716":[],"97165491":[],"97169918":[],"97183244":[],"97190351":[],"97202371":[],"972024":[],"97206657":[],"972067":[],"972149":[],"97218946e":[],"9722":36,"9722222222222222":[],"9722424":[],"97228653":[],"9722865317690382":[],"97235642":[],"97243128":6,"97243946":[],"97252343":[],"972533":[],"97253307":[],"97272223":[],"97286326":[],"97300836":6,"973118":[],"97311824":[],"97321835":[],"9734":[],"973663":[],"97366347":[],"97383031":[],"97435908":[],"97438607":[],"97477277":[],"97480604":[],"97482498":[],"974825":[],"97486336":[],"97497404e":[7,35],"97498674":[],"975":[],"97507735":6,"97512176":[],"975484":[],"97548406":[],"97570392":[],"97622642":[],"97626519":[],"97628064":[],"97630233":36,"97648364":39,"97648396":39,"97664837":[],"9767506308987675":[],"97680846":[],"97683575":[],"97696399":[],"977":[],"97702119":30,"97705827":6,"97707044":[],"97716508":[],"97758848":6,"9777777777777777":[],"978":36,"97802245":[],"9780387310732":32,"9780387848570":32,"9781098134174":33,"9781492032632":32,"9781801819312":33,"97826564":6,"978266":6,"97836358":[],"978369":6,"9784055938098051":[],"978553":6,"9788957":22,"97898392":[7,34,35],"97900469":[],"97904015":[],"97906022e":34,"9792":[],"97926491":6,"97935648":[],"9794096":[],"9796":[],"979656":[],"97965627":[],"97977855":1,"97979891":7,"98":[1,2,10,40,41,42],"980":10,"98027789":[],"9805555555555555":[],"98091621":6,"98101481":[],"98108401":[],"981321":34,"98139097":6,"98140006e":[],"98155457":[],"981554571728081":[],"98190064":[],"98191653":[],"98232596":[],"98244726":[],"98246764":[],"98261559e":[],"98264851":[],"98271562":[],"98275501":6,"98281205":38,"98292239":[],"983310":34,"9833205":[],"98338288":[],"983383":[],"983450":[],"9834505":[],"98377605":39,"9838929":[],"98413059":6,"98413606":[],"9841870203276504":[],"98454786":6,"98473694":[],"98474769":[],"984748":[],"98481245":[],"985":30,"98533636":[],"98556236":[],"98556486e":[],"98566191":6,"985725":[],"985725003240627":[],"986":30,"9861111111111112":[],"98619989":[],"98621772e":[],"98635543":[],"98636199":[],"986362":[],"986472":[],"98650457":[],"98654578":[],"98654811":[],"986699":6,"98680716":6,"98716878":6,"98723376":[],"98740373":[],"98751068":[],"98751832":30,"98770503":[],"9878":[],"98806419":[],"98808176":6,"98822371":7,"98876882":[],"988769":[],"9888888888888889":[],"98893579":[],"988996":[],"9889962":[],"989":30,"9890348":6,"9893447":6,"98938878":[],"98947674e":[],"98947894":34,"98955596":[],"9896":[],"98966074":[],"9898ff":[10,11],"99":[2,10,12,14,22,36,38,39,41,42,43],"990":10,"99003341":[],"99009525":6,"9904314810719695":[],"99057275":[],"99071523":[],"99072374":[],"990843":12,"99084335":12,"99088801":6,"991":30,"991047":[],"99104747":[],"99114739e":[],"99115119":6,"9912346":[],"99152919":[],"99166852":[],"99176998":6,"99194201":[],"992":30,"99201684e":[],"992232777849821":[],"99232771":[],"99242921":6,"99246366":[],"99265097":6,"99284588":[],"9929":[],"99294056":[],"9929666457835595":[],"993":[30,43],"9930344":[],"9930742":[],"99316252":6,"99318183":[],"99322469":[],"99348646":[],"99360578e":[],"99362554":[],"99368326":[],"99370678":[],"99371056":6,"99378218":[],"99389612":6,"99395784":[],"9941130198635889":34,"99415296":[],"99418621":[],"99427512":[],"9943201":6,"99434472":[],"994345":[],"9944299733827195":[],"994461":[],"99446145":[],"99447213":[],"994474":[],"99447418":[],"99449129":[],"99456598":38,"99457257":[],"99458998":[],"99475306":38,"9947756":6,"9948998579029953":[],"99492986":6,"99498272":[],"9950019477819025":[],"9950865473984227":[],"9951059931014423":[],"99512017":[],"9951746722640107":[],"9952183728736417":[],"9952505213910134":[],"9952537939995855":[],"99528218":6,"9953466931203151":[],"99539415":6,"99547963":6,"995480":6,"995522":[],"9955259363342327":34,"9955318336036834":[],"99556258":[],"99562995":[],"99563484":[],"99566069":6,"995702810640425":[],"9957325252769553":[],"9957680433056965":[],"99578809":6,"9958244721767004":[],"9958589197366403":[],"99588057":[],"9958983289118531":[],"9959177108554428":[],"9959308805732706":[],"9959739":[],"9959836634296064":[],"996":[6,35,36],"9960309859796598":34,"9960490331171794":[],"9960664320362111":[],"99607299":[],"99607686":[],"99608161":6,"9960887274532307":[],"99619572":[],"99622734":33,"99624324":[],"9963961":6,"99647992e":[],"99650061":6,"9966129":[],"996626":[],"99662602":[],"99663433":[],"9967181696265849":[],"9967458":6,"9968742237157096":30,"9969461173312454":[],"9969513794144311":[],"99700706":6,"99709215":6,"99718155":[],"99723951":[],"997252717901263":[],"9972554229935837":[],"99729015":[],"99729756":6,"99751458":6,"99753321e":[],"99755766":[],"99756956":39,"99757634":[],"99758326":6,"99759503":[],"99762142":35,"99763835":[],"9976783":[],"997746":[],"99774602":[],"99774972":[],"99775587":6,"99782503":[],"99782627":[],"99783284":[],"99788953":[],"99792291":[],"99793613":6,"99799099":6,"99802696":38,"99804178":[],"99812668e":[],"99813653":6,"99817613":[],"99828624":6,"9983289":[],"9983295":6,"99833653":[],"99835783":38,"99835872":[],"99839581":[],"99845267":6,"99848215":[],"99848815":38,"99849105":[],"99852187":[],"99854557":34,"9985605":[],"998577":6,"99858474":[],"99858871":[],"99861053":6,"99861193":[],"99862019":34,"99864751":[],"99869482":34,"99870462":[],"99871521":6,"99876945":34,"99881845":6,"99883628":34,"99884384":6,"99884409":34,"99884986":35,"99887767":[],"99891093":34,"99891873":34,"99893323":6,"99895448":[],"99897637":39,"99898545":39,"99898558":34,"999":[10,22,30,38,39,41,42,43],"99901896":6,"99902531":[],"99903755":6,"99906023":34,"9990927157696581":35,"99911427":6,"99912709":34,"99913489":34,"99916114":38,"99918546":6,"99919837":6,"99919981":[],"99920175":34,"99925917":22,"99926459":6,"99927642":34,"99929677":[],"9993237":6,"99933188":6,"9993511":34,"99937234":[],"99938942":6,"99941797":34,"99942911":[],"99943837":[],"9994385":6,"99944272":6,"9994574":[],"99946593":[],"99949266":34,"99949306":6,"99950283":[],"9995237":22,"99952851":[],"99953381":6,"99953475":6,"99954278":[],"99954434":[],"99954925":38,"9995589":[],"99956033":[],"99956181":[],"99956442":22,"9995659":[],"99956735":34,"99957911":6,"99959609":[],"99959681":[],"99961294":6,"99963172":[],"99965056":6,"99966798":[],"99967865":6,"99968451":[],"99968483":[],"99969576":[],"99969642":[],"99969895":[],"99970894":34,"99970988":6,"99971485":39,"99973141":[],"9997332":6,"99974365":[],"99975636":[],"99975913":6,"99976375":[],"99976659":[],"99977375":[],"99977849":6,"99977853":[],"99978365":34,"99978784":[],"99979896":[],"9997992":[],"99980002":6,"99981314":[],"9998161":6,"99981967":22,"99983332":[],"99984033":39,"99984732":6,"99984836":[],"99985591":[],"99985884":[],"99987324":6,"99989103":38,"99989296":[],"99989476":6,"99989951":[],"99990413":[],"99990706":[],"99990776":22,"99991245":[],"99991263":6,"99991295":[],"99991971":[],"99992107":[],"99992477":[],"99992746":6,"99993515":[],"99993596":[],"99993978":6,"99994537":[],"99995":6,"99995089":39,"99995454":[],"999955585168597":[7,35],"99996471":[],"99996755":[],"99996897":[],"99997244":[],"99997356":[],"99997644":[],"99998409":[],"99998686":22,"99998727":[],"9999923":[],"99999776":[],"9x":[7,27],"9y":[7,27],"\u00f8yvind":[7,34,35],"\u03b4":[41,42],"abstract":[2,21,38,41,42,43],"boolean":5,"break":[1,5,7,12,15,33],"byte":[26,33],"case":[0,1,2,3,4,5,6,7,8,12,13,14,15,17,22,25,26,27,28,33,36,39,40,41,42],"catch":[1,43],"class":[1,2,4,5,7,8,9,10,12,13,14,23,24,30,33,36,38,39,41,42,43],"default":[1,2,3,5,7,8,9,17,26,27,28,33,34,35,37,40,41,42,43],"do":[1,3,4,5,6,7,9,10,11,12,13,14,15,16,17,22,23,24,26,27,28,33,34,37],"ekstr\u00f8m":5,"export":10,"f\u00f8470":[31,33],"final":[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,17,19,20,21,23,24,27,29,30,31,33,36,37],"float":[1,4,5,6,10,12,14,15,26,33,34,38,39,41,42,43],"function":[3,4,5,6,10,15,16,17,18,19,20,23,24,25,26],"import":[0,1,2,3,4,5,7,8,9,10,11,12,13,14,15,16,17,18,23,24,27,30,36,37,38,42],"int":[1,2,3,4,5,6,7,12,14,15,22,26,30,34,36,38,39,41,42,43],"long":[1,2,4,5,13,14,23,33,37,38,39,40,41],"m\u00f8svatn":[7,27],"new":[1,2,3,4,6,7,8,9,10,11,12,14,15,18,22,24,26,33,34,37,38,39,41,42],"public":[1,25,33],"return":[0,1,2,3,4,5,6,7,8,9,10,12,14,15,22,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],"sch\u00f8yen":[7,34,35],"short":[5,6,21,27,28,35,36,41,42,43],"super":[6,34,35,41,42,43],"switch":[1,41,42,43],"throw":[4,7,30,36,43],"true":[0,1,2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,20,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],"try":[1,2,3,5,6,7,8,9,10,11,12,14,15,16,17,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],"var":[2,6,7,11,12,19,20,27,30,33,34,35,36,38,41,42],"while":[0,1,2,4,5,6,7,8,9,10,12,13,14,22,23,24,30,33,34,35,36,37,38,39,40,41,42,43],A:[3,4,6,7,8,11,12,13,14,17,19,21,25,26,27,28,29,30,31,32,34,38],AND:[0,3,42],And:[1,4,5,6,7,10,14,21,24,25,27,28,30,43],As:[1,2,3,4,5,6,7,9,11,13,14,17,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],At:[1,5,7,14,27,33,38],BE:[1,33],Be:[3,25,33,42],Being:[14,38],But:[1,2,3,4,6,7,10,11,23,28,30,34,35,36,40,41,42,43],By:[1,4,6,7,13,14,18,26,33,34,35,36,37,38,39,43],For:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,24,25,26,27,28,29,30,32,33,35,36,37,38,39,40,41,42,43],IF:[7,35],IN:32,If:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,16,17,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],In:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,22,23,24,25,26,27,28,30,32,33,34,35,36,37,38,39,41,42,43],Is:12,Ising:[6,13,34,39,40],It:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],Its:[2,3,5,12,41,42],NO:[0,10,12],No:[1,7,8,10,33,35,37,39,41,42,43],Not:[1,2,6,7,34,35,36,39,40,41,42],OR:30,Of:[30,43],On:[1,4,10,16,27,29,30,31,32,33,43],One:[1,2,4,5,6,7,8,9,12,13,14,18,22,27,30,34,36,37,38,39,40,41,42,43],Or:[1,2,7,27,33,37,40,41],Such:[1,7,13,17,30,36,37,38,39,40,41,43],TO:[41,42],That:[1,6,8,11,12,13,15,20,27,30,33,35,36,37,40,41,43],The:[5,11,14,15,16,17,19,20,21,22,23,24,26,27,28,29,30,31,32],Their:[],Then:[1,2,7,9,10,11,12,13,14,15,23,26,27,33,36,37,38,39,40,41,42,43],There:[1,4,5,6,7,9,10,12,13,15,26,27,29,30,31,33,34,35,37,38,39,40,43],These:[1,4,5,6,9,10,11,12,13,14,15,16,17,24,26,27,28,30,31,33,34,35,38,39,40,41,42,43],To:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,22,23,24,26,28,30,35,36,37,38,39,40,41,42,43],With:[1,6,7,9,10,11,12,13,15,19,23,26,27,28,30,33,34,36,39,40,41,42,43],_0:[6,9,11,12,14,34,37,38],_1:[3,6,7,9,11,12,13,14,15,26,34,35,37,38,39,40,41,42],_2:[3,6,9,12,13,14,26,34,38,39,42],_3:26,_4:26,_9:[14,38,39],_:[0,1,2,3,5,6,7,8,9,10,11,12,13,14,18,19,20,22,23,26,27,33,34,35,36,37,38,39,41,42,43],__array_function__:[],__class__:[11,41,42],__doc__:[7,36],__enter__:[1,8,37],__future__:[9,10,40],__getattr__:35,__getattribute__:33,__getitem__:[1,8,37],__init__:[0,1,2,4,5,8,15,24,35,37,39,41,42,43],__main__:[0,3,39,42],__mul__:[],__name__:[0,3,11,35,39,41,42,43],__rsub__:[],__rtruediv__:[],_accessor:33,_accuraci:[41,42,43],_allclose_dispatch:23,_auto10:[7,13,39],_auto11:[7,39],_auto12:[7,39],_auto1:[3,4,5,6,7,8,13,14,22,26,30,34,37,38,39,40,41,42],_auto2:[3,4,5,6,7,13,14,26,30,38,39,40,41,42],_auto3:[4,5,6,7,13,14,26,38,39,40,41],_auto4:[5,7,13,14,26,38,39],_auto5:[5,7,13,14,26,38,39],_auto6:[5,7,13,26,39],_auto7:[5,7,13,26,39],_auto8:[7,13,39],_auto9:[7,13,39],_backpropag:[41,42,43],_base:9,_build:[1,18,20,25,27,32,33],_c:[2,41,42],_can_hold_identifiers_and_holds_nam:33,_check_for_error:43,_check_optimize_result:[0,10,12],_class:9,_compon:12,_compute_scor:43,_coordinate_desc:7,_da:24,_depth:10,_extract_window:43,_feed_forward_sav:24,_feedforward:[41,42,43],_fmt:43,_format:[41,42],_fraction:10,_generatorcontextmanag:[1,8,37],_i:[1,2,3,6,7,8,9,12,13,14,16,17,18,20,27,33,34,35,36,37,38,39,40,41,42],_info_axi:33,_initialize_scor:43,_initialize_weight:43,_j:[1,2,3,4,6,7,9,14,18,20,27,34,35,36,38,41,42,43],_k:[14,37,38,39,41,42,43],_l:[13,39,40,41,42],_lambda:[7,33],_leaf:10,_ll:[4,5,15,43],_logist:[0,10,12],_m:11,_make_vjp:24,_multilayer_perceptron:[],_n:[3,6,9,12,14,34,37,38,42],_node:[10,24],_np:[],_o:[4,5,15,43],_open_file_or_url:[1,8,37],_p:[6,9,34],_pad:43,_plugin_dir:[4,5,15,43],_progress_bar:[41,42,43],_ratio:12,_rc_params_in_fil:[1,8,37],_reset_schedul:43,_reset_weight:43,_reset_weights_independ:43,_s:[4,5,15,43],_sampl:10,_set_classif:[41,42],_set_pred_format:43,_split:[7,10,27],_src:[22,39],_t:[14,22,38,39],_test:[7,27],_tf_getinputpropertieslist:[4,5,15,43],_trace:24,_valu:24,_varianc:12,_weight:10,_wrapreduct:[],a0:4,a0faa0:[10,11],a1:[1,23,24,33],a2:[1,23,24,33],a3:[1,33],a4:[1,33],a_0:[1,22,28,33,40,41,43],a_1:[40,41,43],a_1a:[1,33],a_1x:[22,28],a_2:[40,41,43],a_2a:[1,33],a_2x:[22,28],a_3:[1,33,43],a_3a:[1,33],a_4:[1,33],a_4a:[1,33],a_:[1,2,17,26,33,34,40,41,42,43],a_h:[2,41,42],a_i:[1,2,3,13,33,40,41,42],a_j:[2,13,40,41,42],a_k:[1,2,13,40,41,42],a_matric:[41,42],a_matrix:43,a_ndim:[],a_previ:43,aaron:32,ab:[1,3,6,14,15,22,27,33,34,35,38,39,40,42],ab_channel:[25,39,40,41,42,43],abandon:[2,40,41],abbrevi:29,abid:30,abil:[1,11],abl:[1,2,5,6,7,8,11,13,14,17,23,27,34,37,38,39,40,41,43],about:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,24,25,26,27,28,31,35,36,37,38,39,40,41,42,43],abov:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,24,26,27,28,30,32,33,34,36,37,38,39],abovement:[7,33,36],abscissa:[14,37,38],absolut:[1,3,6,7,14,33,34,35,36,38,39,42],absorb:[34,35],acceler:[14,22,38,39],accept:[1,4,7,10,23,27,33,34,43],access:[1,4,12,30,33,43],accid:[5,7,36,37],accompani:[1,33,34],accomplish:[9,10,14,38,39],accord:[1,2,3,6,7,10,13,14,15,16,17,23,30,33,35,36,37,38,39,40,41,42,43],accordingli:12,account:[1,4,6,14,16,30,33,35,36,38,39,43],accross:43,accumul:[13,14,22,30,38,39,40,41,42],accur:[1,4,5,7,11,14,36,38,39,43],accuraci:[0,1,2,4,5,6,7,8,10,11,12,13,23,28,33,34,37,39,40,41,42,43],accuracy_scor:[1,2,11,23,24,33,41,42],accuracy_score_numpi:[2,41,42],acheiv:23,achiev:[1,2,6,7,9,13,26,33,35,36,39,40,41,43],aco:30,acquaint:25,acquir:[2,25,33,40,41],acr:1,across:[2,4,7,10,25,33,36,41,42,43],act:[2,4,26,41,42,43],act_deriv:43,act_func:[41,42,43],act_func_deriv:[41,42,43],actic:23,action:[30,43],activ:[1,3,4,5,10,24,29,31,33,37,38],activation_d:24,activation_deriv:43,activation_func:[23,24],activationfunct:43,actual:[1,2,5,6,7,9,12,17,23,26,30,33,34,35,36,40,41,43],ad:[0,2,4,5,6,9,14,16,17,26,35,36,37,38,42,43],ada_clf:11,adaboostclassifi:11,adadelta:[14,38,39],adagrad:[28,40,41,42,43],adagradmomentum:[41,42,43],adam:[2,4,5,23,28,31,33,40,41,42,43],adam_schedul:[41,42,43],adap:40,adapt:[5,7,14,32,36,37,40],add:[1,2,3,4,5,6,7,9,11,12,13,16,17,18,22,23,27,28,30,33,34,35,36,38,40,41,42],add_convolution2dlay:43,add_flattenlay:43,add_fullyconnectedlay:43,add_lay:43,add_outgrad:[],add_outputlay:43,add_poolinglay:43,add_subplot:[0,2,8,13,15,27,37,38,39,40,41,42],add_suplot:42,addendum:6,addit:[0,1,3,4,6,7,8,9,10,11,13,14,16,18,22,23,25,26,27,30,31,32,33,34,35,36,37,38,39,40,41,42],addition:[13,14,37,38,39,40,43],address:[2,10,12,14,33,38,39,40,41,43],adjac:[4,13,39,40,43],adjoint:[6,34,35],adjust:[1,6,13,14,37,38,39],admir:[1,33],adopt:43,advanc:[5,7,13,32,33,36,40,43],advantag:[2,4,6,7,11,14,26,35,36,37,38,39,41,42,43],advent:43,adversari:33,afecionado:33,affect:[4,41,42,43],affin:[1,4,9,12,34,40,43],afford:[4,43],aficionado:33,aforement:15,african:1,after:[1,2,3,5,6,7,10,12,13,14,16,22,23,25,26,27,28,30,33,34,35,36,38,39,40,41,42,43],afterward:[1,33],ag:[1,8,29,33,34,37],ag_0:[3,42],again:[1,2,5,6,7,8,9,11,12,13,14,16,17,22,27,28,30,33,34,35,36,38,39,40,41,42],against:[2,5,8,11,22,28,37,41,42],agegroup:[8,37],agegroupmean:[8,37],aggreg:[10,11,43],agorithm:11,agre:[6,7,30,35,36],agreement:[14,22,38,39],ahead:10,ai:[1,28,32],aid:[12,21,43],aim:[1,2,5,7,8,12,15,16,17,25,26,27,28,34,36,37,40,41],ainv:6,airplan:[4,43],aka:[6,35,36],al:[1,3,5,16,17,18,27,28,32,33,34,35,36,37,38,40,41,42],alarm:[6,8,35,36],albeit:43,aldo:34,alexanderamini:43,alexsmola:42,algebra:[1,4,6,14,22,25,34,35,36,38,39,43],algorithm:[0,1,2,3,5,6,7,8,9,14,15,25,26,27,30,32,33,35,36,37,43],align:[0,1,3,6,7,8,9,14,27,30,33,34,35,36,37,38,42,43],all:[1,2,3,4,5,6,7,8,10,11,12,13,14,15,16,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,42,43],allclos:23,allevi:[2,14,37,38,40,41],alloc:[4,26,43],allow:[1,2,3,4,6,7,9,11,14,16,17,25,26,27,33,34,35,36,37,38,39,40,41,42,43],almost:[1,2,7,9,12,14,22,30,36,37,38,39,40,41],alon:[3,10,42],along:[3,4,5,6,7,10,11,12,23,24,25,26,33,34,35,36,37,41,42,43],alpha:[0,1,2,3,4,5,7,8,9,10,11,14,15,30,33,34,36,37,38,40,41,42,43],alpha_0:[4,43],alpha_1:[4,43],alpha_2:[4,43],alpha_:11,alpha_i:[4,14,38,43],alpha_k:[14,38,43],alpha_m:11,alpha_n:4,alpha_opt:[14,38],alreadi:[3,4,5,6,7,11,13,24,25,26,30,33,34,35,36,39,40,42],also:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,27,28,29,30,33,34,35,36,37,38,39,40,41,42,43],alter:[2,41,42],altern:[0,1,2,5,6,7,9,10,12,14,26,27,33,34,35,36,37,38,41,42,43],although:[1,2,6,7,9,11,14,17,22,33,35,36,38,39,40,41,42,43],alwai:[1,4,6,7,13,14,17,22,23,24,27,30,33,34,35,36,37,38,39,40,43],am:[5,43],ambit:[40,41],ame2016:[1,33],american:1,among:[1,4,6,10,11,13,26,33,34,35,39,40,43],amongst:[6,35,36],amount:[1,2,4,5,7,9,11,15,25,36,40,41,42,43],amp:[39,40,41,42,43],an:[0,2,3,4,6,7,8,9,10,12,13,14,15,16,17,18,20,21,22,23,24,25,26,27,28,30,31,32,34,35,36,37,38,39,41,42,43],an_:30,anaconda:[1,2,16,25,27,33,41,42],analog:[14,38,39],analys:[7,35,36],analysi:[0,2,4,5,8,15,16,17,18,20,22,26,32,37,41,42,43],analyt:[3,4,6,7,8,13,14,16,24,25,27,28,33,34,35,36,37,38,39,40],analytical_gradi:[22,39],analyz:[1,2,4,5,6,7,17,18,27,28,30,34,35,42,43],andrew:[2,40,41,42],angl:[1,4,10,34],anharmon:4,ani:[0,1,2,3,4,5,6,7,8,9,10,11,13,15,19,23,30,33,34,35,36,39,40,41,42,43],anim:[5,13,39,40],ann:[13,39,40],annot:[0,1,2,4,8,9,33,37,41,42,43],announc:33,anoth:[1,2,3,4,5,6,7,8,9,11,12,13,14,24,26,27,28,30,33,34,37,38,39,40,41,42,43],anp:[],ans_vspac:[],ansatz:[1,33],answer:[1,2,4,6,7,24,26,27,28,31,33,35,36,41,42],antialias:[3,7,27,42],anticip:5,anymor:[2,9,40,41],anyon:[5,9],anyth:[2,23,24,30,40,41,42],anytim:[31,33],apach:[2,41,42],apart:[12,14,37,38],api:[2,25,33,41,42,43],appar:[3,42],appear:[1,2,4,14,17,26,30,38,39,40,41,42,43],append:[2,4,5,9,10,14,22,23,24,33,38,39,41,42,43],appendix:27,appli:[1,2,4,5,7,8,9,10,11,12,13,14,16,17,24,27,28,30,32,33,34,35,36,37,38,39,40,41,42,43],applic:[0,1,2,4,5,6,7,8,10,13,14,22,26,27,30,32,33,34,36,37,38,39,40,41,42,43],apply_gradi:5,approach:[0,2,3,5,6,7,10,11,12,13,14,18,22,23,25,30,32,34,37,40,41,42,43],appropri:[3,7,10,13,14,25,30,36,38,39,42,43],approv:33,approx:[1,3,4,7,11,12,14,30,33,36,37,38,39,42,43],approxim:[1,2,3,4,5,6,7,8,11,12,14,19,20,27,30,33,34,35,36,37,38,39,41,42,43],apt:[1,16,25,27,33],aq:30,ar:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],aragorn:33,arang:[0,2,4,5,7,8,10,11,13,14,27,33,37,38,39,40,41,42,43],arbitrari:[2,5,7,9,13,14,30,36,37,38,39,40,41,42],arbitrarili:[1,2,12,33,41,42],arc:[7,27],architectur:[4,5,13,40,43],archiv:28,area:[1,4,7,10,27,32,33,43],arg:[3,23,24],argmax:[2,12,23,41,42,43],argmin:[5,11,15],argnum:24,argnum_0:[],argnum_1:[],argsort:12,argu:[2,14,38,39,40,41],argument:[1,3,4,6,7,12,13,14,22,23,24,33,34,35,36,40,41,42,43],argval:24,aris:[1,7,13,14,30,33,36,37,38],arithmet:[1,14,26,33,38,39],arm:[7,35],armadillo:26,arnulf:[40,41,42],around:[1,2,5,6,7,12,23,24,30,33,35,36,40,41,42],arr:[],arr_list:[],arrai:[0,1,2,3,4,5,6,7,8,9,10,12,13,14,15,22,23,25,27,30,34,35,36,37,38,39,40,41,42,43],arrang:[4,33,43],array_function_dispatch:23,arraybox:[14,38],arriv:[1,7,10,12,26,30,33,36,43],arrow:[13,39,40,41,42,43],arrowprop:9,art3d:38,art:[1,2,16,25,33,40,41],articl:[1,4,5,7,11,19,27,28,33,34,35,36,43],artifici:[0,1,3,8,13,32,33,37,42],artificialneuron:[13,39,40],arug:[14,38,39],arxiv:[4,5,22,27,38,39,40,42],asanyarrai:23,asarrai:[1,3,7,10,22,34,35,38,39],asid:34,ask:[6,7,12,13,27,35,36,40,41,43],aspect:[1,7,25,27,33,34,35,40,41,42,43],assembl:[1,4,33,43],assert:[5,41,42,43],assertionerror:43,assess:[1,7,27,33,34,35,36],assici:5,assign:[0,1,8,9,10,13,14,15,29,31,32,33,37,38,39,40,41],associ:[1,7,10,13,15,30,33,36,39,40],assum:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,20,26,27,30,33,34,35,36,37,38,39,40,41,42,43],assumpt:[1,4,6,7,10,12,19,27,30,33,34,43],assur:43,ast:[1,6,7,19,27,33,35,36,37,43],astronomi:[0,33,35,37,38,39,41,42],astyp:[5,10,11,43],asymmetr:43,asymmetri:[1,33],asymptot:[5,7,36],atleast_2d:[],atol:23,atom:[1,33],attempt:[1,5,7,8,9,11,33,35,37,40,41],attend:29,attent:[1,26,33,43],attr:35,attract:[1,11,33],attribut:[1,3,10,24,28,33,35,41,42,43],attributeerror:[3,33,35],audi:[1,33],audio:[4,5,43],augment:43,august:[16,17,33],aurelien:[1,16,29,32,33],austfjel:[7,27],author:[1,2,11,30,40,41],authour:33,auto:[9,10,11,30,41,42,43],auto_exampl:[23,27,35],autocor:30,autocorrelation_tim:30,autocorrelform:30,autocovari:30,autoencod:[5,25,33],autoencond:25,autograd:[23,25,28,33,40,41,43],autograd_compliant_predict:24,autograd_gradi:24,autograd_one_lay:24,autom:[1,25,32,33],automac:26,automag:33,automat:[1,2,3,4,5,12,17,23,24,25,26,33,41,43],automobil:[4,43],autonom:5,avail:[1,2,5,7,8,11,12,16,21,22,25,26,27,28,29,31,32,33,36,37,39,41,42],averag:[1,2,4,7,10,11,14,15,22,30,31,33,34,35,36,37,38,39,41,42,43],avoid:[1,5,6,7,10,12,14,22,23,26,33,34,36,37,38,39,41,42,43],awai:[3,4,7,34,35,40,42,43],awar:[3,11,42],award:[31,33],ax:[0,1,2,3,4,5,7,8,9,10,11,12,13,14,15,23,26,27,28,33,36,37,38,39,40,41,42,43],axes3d:[3,7,14,27,37,38,42],axes_grid1:7,axhlin:9,axi:[1,2,3,4,5,7,8,9,10,11,12,13,14,15,22,23,26,27,30,33,34,35,36,37,38,39,40,41,42,43],axiom:[6,35,36],axis_arg:[],axlabel:[1,33],axvlin:[5,9],axvspan:5,b1:[9,23,24],b2:[9,23,24],b3:9,b:[1,2,4,5,6,7,9,10,11,13,14,15,16,17,22,23,24,30,31,33,34,35,36,37,39,40,41,42,43],b_0:[1,40],b_1:[1,3,13,14,38,39,40,41,42],b_2:[1,14,38,40,41],b_5:[14,38,39],b_:[1,2,26,40,41,42],b_g:[23,24],b_group:10,b_i:[1,2,3,13,33,39,40,41,42],b_ia_:[1,33],b_ia_i:1,b_index:10,b_is_vec:[],b_j:[2,13,39,40,41,42],b_k:[1,2,13,14,38,39,40,41,42],b_m:[13,39],b_meta:[],b_score:10,b_valu:10,babcock:33,bachelor:[29,31],back:[1,4,5,6,7,9,10,11,16,23,26,28,30,33,34,35,37,38,39,43],backbon:26,backend:[1,2,5,8,22,37,39,41,42],background:[32,33,34,40,41,42],backprogag:[24,43],backpropag:[2,23,40,41,42],backpropog:24,backtrack:10,backup:26,backward:[2,3,5,13,24,26,40,41,42,43],backward_pass:[],backwardpass:43,bad:[7,34,35,41,42],badli:30,bag:[10,25,33],bag_clf:11,baggin:33,baggingboot:11,baggingclassifi:11,baggingtre:11,balanc:[7,36,37],balanced_eq:[],baluka:42,band:26,bandwidth:26,bar:[1,7,12,16,17,27,33,41,42,43],barber:32,bare:[5,11],base:[1,2,4,5,6,8,9,10,11,15,25,30,31,32,33,34,35,37,40,41,42,43],basi:[6,8,9,11,12,13,14,26,34,35,37,38,39,40],basic:[7,9,13,14,15,25,27,30,33,38,39,41],batch:[4,5,12,13,14,22,23,28,37,42,43],batch_shap:5,batch_siz:[2,4,5,41,42,43],batch_typ:43,batchnorm:5,bay:[0,8,37],baydin:40,bayesian:[6,25,32,33,35,36],beam:[0,33,37,38,39,41,42],becattini:31,becaus:[1,2,3,4,5,6,7,9,10,13,14,15,33,35,36,37,38,39,40,41,42,43],becom:[0,1,2,3,6,7,8,10,13,14,22,30,33,34,35,36,37,38,39,40,41,42,43],been:[1,2,3,4,5,6,7,12,13,14,25,26,27,28,33,34,35,36,38,39,40,41,42,43],befor:[1,2,3,4,5,6,7,8,9,13,14,15,21,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42],beforehand:[1,30,33],begin:[0,1,2,3,4,5,6,7,8,9,10,12,13,14,15,22,24,26,27,30,31,33,34,35,36,37,38,39,40,41,42,43],behav:[2,7,14,36,37,38,40,41],behavior:[1,2,14,33,37,38,39,40,41],behaviour:[13,39,40,41],behind:[1,2,7,9,14,33,37,38,41,42,43],being:[0,1,2,3,4,5,6,8,9,11,12,13,14,18,30,33,34,35,36,37,38,39,40,41,42,43],believ:[10,26],belong:[0,8,9,10,14,15,37,38,41,42,43],below:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],benchmark:11,benefici:[2,14,38,39,41,42],benefit:[1,2,5,12,14,16,25,33,37,38,39,41,42,43],benefiti:43,bengio:[2,22,28,29,32,33,34,38,39],benign:[0,2,8,10,37,41,42],benno:[40,41,42],berner:[40,41,42],besid:[5,6,35],bessel:[6,34,35,36],best:[0,1,2,3,4,5,6,7,8,9,10,11,13,14,23,27,28,31,33,34,36,37,38,40,41,42,43],best_estimator_:37,beta1:[22,38,39],beta2:[22,38,39],beta:[0,1,2,4,6,7,8,11,12,14,17,18,19,20,22,27,33,34,37,38,39,41,42,43],beta_0:[0,1,2,4,6,7,8,14,33,34,35,37,38,41,42,43],beta_0x_:[1,33,34],beta_1:[0,1,2,4,6,7,8,11,14,33,34,35,37,38,39,41,42,43],beta_1x_0:[1,33],beta_1x_1:[0,1,8,33,37],beta_1x_2:[1,33],beta_1x_:[1,33,34],beta_1x_i:[0,8,14,34,37,38],beta_2:[1,4,14,33,34,38,39,43],beta_2x_0:[1,33],beta_2x_1:[1,33],beta_2x_2:[0,1,8,33,37],beta_2x_:[1,33,34],beta_2x_i:34,beta_3:[4,43],beta_3x_i:34,beta_4x_i:34,beta_:[0,1,4,7,8,14,33,34,35,37,38,39,43],beta_i:[1,4,6,33,34,35,43],beta_j:[1,6,7,14,19,27,33,34,35,36,38,39],beta_k:[14,37,38],beta_lasso:39,beta_linreg:[14,22,37,38,39],beta_logreg:[0,39],beta_m:11,beta_mg_m:11,beta_n:4,beta_ol:39,beta_p:[0,8,37],beta_px_p:[0,8,37],beta_ridg:39,betavalu:6,better:[1,2,3,4,5,7,10,11,12,13,14,22,24,33,34,35,36,38,41,42,43],between:[0,1,2,3,4,5,6,7,8,9,10,12,13,14,15,18,22,24,27,28,30,33,34,35,36,37,38,39,40,41,42,43],beyond:[1,2,6,7,9,14,22,27,33,34,37,38,39,40,41],bf:[14,15,26,30,37,38],bg:33,bgd:[14,38,39],bia:[1,2,3,4,6,9,10,11,13,14,20,23,24,33,34,35,37,38,39,40,41,42,43],bias:[2,3,4,6,7,10,13,23,24,28,35,39,43],bias_index:43,bibliographi:27,big:[1,2,3,6,7,15,19,35,36,41,42],bigger:[2,7,34,35,40,41],bigr:[13,39],bike:10,bilbo:33,billion:[4,13,25,39,40,43],bin:[0,1,8,30,37],binari:[0,1,4,6,8,10,11,13,28,33,35,36,37,43],binarycrossentropi:5,bind:[1,34],binomi:[25,30,33],binsboot:[7,36],bioinformat:1,biolog:[2,13,39,40,41],bios1100:[25,33],bird:[1,4,43],birth:33,bishop:[29,32,33],bit:[2,5,23,26,30,33,40,41,42],bitwis:30,bivari:[3,42],bk:[1,14,38,39],bla:[26,33],black:[9,10,15,22,39],blob:[17,21,27,37,38,39,42,43],block:[7,11,25,26,30,33,36,43],blog:[28,33,42],blogpost:5,blue:[1,4,43],blur:43,bmatrix:[1,2,4,6,8,9,12,14,26,33,34,35,37,38,40,41,42,43],bmi:[2,41,42],bn:[],bnb2fevkeeo:43,bodi:[1,2,5,13,33,39,40,41,42],bold:[2,41,42],boldfac:[1,6,17,34,35],boldsymbol:[0,1,2,3,4,6,7,8,9,11,12,14,15,16,17,18,19,20,22,27,33,37,38,39,40,41,42,43],boltzmann:[13,25,33,39,40],book1:32,book:[20,27,28,32,33,34,36,43],bool:[23,43],boost:[2,10,25,33,40,41],boostrap:11,bootstrap:[2,14,20,25,27,28,33,37,38,39,40,41,42],borrow:33,boston_dataset:1,bot:9,both:[1,2,5,6,7,9,10,11,14,15,16,17,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43],bottl:[8,37],bottleneck:43,bound:[1,9,13,38,39,40,41,42],boundari:[3,5,9,12,13,42],box:[5,10,23,24],box_type_map:24,boxed_arg:[],boyd:[9,14,37,38],bracket:[5,30],brain:[2,8,13,37,39,40,41,42],branch:10,breast:[0,6,8,12,28,35,36,37],breat:28,breviti:[14,22,38,39],brew:[1,16,25,27,33],brg:9,brief:[27,28,34],briefli:[1,33],bring:[1,6,7,11,28,34,35],broad:1,broadcast:23,broadcast_ax:[],broadcast_idx:[],broadcast_to:[],brought:[14,22,25,33,38,39],brownle:5,browser:33,brute:[4,6,12,34,35,37,40,43],bs:[9,10,11],buffer_s:5,bui:5,build:[1,5,6,7,11,24,26,30,33,35,36,37,38,39,40],built:[1,2,4,5,7,36,41,42,43],bunch:12,busi:1,bxe2t:[39,40,41],c1:[9,12],c2:[9,12],c:[0,1,2,3,5,6,7,8,9,10,11,12,13,14,15,16,17,20,23,24,25,26,30,31,32,34,35,36,37,38,39,40,41,42,43],c_0:30,c_1:[13,39],c_2:[13,39],c_3:[13,39],c_4:[13,39],c_:[1,9,10,11,14,22,30,37,38,39],c_i:[13,14,38,39],c_k:30,ca:[2,33,40],cach:11,cal:[1,9,11,13,14,16,17,33,37,38,40,41,42],calcul:[0,1,2,3,5,6,7,9,10,11,12,13,14,15,16,17,19,22,24,26,28,30,33,35,36,37,38,39,40,41,42,43],california:28,call:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,19,20,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43],callabl:[41,42,43],calor:[1,34],cambridg:[14,32,37,38,40,41,42],can:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,23,24,25,26,27,28,30,31,32,34,35,37,41,42,43],cancel:[1,14,33,34,38,39],cancer:[6,11,28,35,36],cancerpd:[0,8,37],candid:[9,10,11,38],cannot:[0,1,2,5,6,7,8,9,10,29,30,34,35,37,41,42],canopi:[1,16,25,27,33],canva:[27,28,33],cap:[6,35,36],capabl:[1,2,9,14,25,33,38,39,41,42,43],capac:[3,31,42],capita:1,caption:[27,28],captur:[5,12,13,39,40],car:[4,5,43],card:[1,8,33,37],cardin:[2,40,41],care:[12,24,37,43],carefulli:[14,38],carlo:[1,7,25,30,32,33,36],carri:[3,7,8,27,36,37,42],cart:11,casella:32,cast:[2,23,40,41],cat:[4,5,43],categor:[1,2,4,10,12,33,41,42,43],categori:[0,1,2,4,8,11,13,15,33,37,39,40,41,42,43],categorical_crossentropi:[2,4,41,42,43],caus:[1,6,7,8,30,33,34,35,36,37],causal:1,causat:[1,33],caution:43,cax:[2,41,42],cb:[7,33],cbar:[2,41,42],cc:[1,2,6,14,28,33,34,35,37,38,40,41,42],ccc:[6,13,35,39],cd_fast:7,cdf:30,cdot:[1,3,7,13,14,15,26,30,33,36,37,38,39,42,43],ceil:43,celebr:[14,37,38],cell:[1,2,3,4,5,7,8,9,10,11,14,15,23,24,27,35,37,41,42,43],center:[0,1,2,7,8,9,10,12,15,27,30,33,35,36,37,40,41,42],central:[1,4,6,7,9,17,26,28,33,34,35,40,41,43],centroid:[15,30],centroid_differ:15,centuri:[4,43],certain:[1,4,7,8,10,23,30,33,34,36,37,43],certainti:36,cg:[14,38],ch14:43,cha:1,chain:[1,2,14,24,25,30,33,38,39,42],challeng:[38,39,40],chanc:[2,6,14,30,35,36,38,39,41,42],chang:[1,2,3,4,5,6,7,9,10,12,13,14,15,22,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],channel:[4,43],chap4:[40,41],chapter3:[1,20,27],chapter:[1,7,11,12,17,19,22,26,27,28,32,33,34,35,36,37,38,39,40,41,42,43],charact:[1,4,6,9,33,34,43],character:[9,10,11,13,30,39,40,41,42],characterist:[1,2,4,11,14,22,33,38,39,41,42,43],charg:[1,33],charl:1,chase:5,chatgpt:27,chd:[8,37],chddata:[8,37],cheap:[6,34],cheaper:[2,14,38,39,40,41],check:[1,2,4,5,6,7,12,14,23,24,26,33,38,39,40,41,42,43],checkmark:4,checkpoint:5,checkpoint_dir:5,checkpoint_prefix:5,chen:11,cheng:34,chiaramont:[3,42],chin:43,choic:[1,2,3,4,5,7,10,13,14,15,20,26,28,33,34,36,37,38,39,42,43],choleski:[6,26,34],choos:[3,4,7,10,11,12,14,15,23,27,28,36,37,38,39,43],chosen:[1,2,3,7,9,10,11,14,17,22,28,30,33,36,37,38,39,40,41,42],chosen_datapoint:[2,41,42],christian:32,christoph:[29,32,33],cifar10:[4,43],cifar:[4,43],circ:[2,13,40,41,42],circl:[1,9,13,34,39,40],circuit:4,circumfer:10,circumv:[2,6,14,34,38,39,40,41],cite:27,ckpt:5,clarifi:23,clariti:30,class_nam:[4,10,43],class_predict:43,class_val:10,class_valu:10,classic:[0,8,10,14,37,38,39,40],classif:[1,4,6,7,8,9,12,13,23,25,27,32,33,34,35,36,38,40,43],classifi:[0,1,2,5,8,10,11,12,28,33,41,42,43],classificaton:[2,41,42],classifii:11,clean:[2,41,42],clear:[2,6,11,13,14,22,38,39,41,42],clearli:[0,1,4,6,7,8,9,19,30,34,35,36,37,43],clever:[2,11,41,42],clf3:1,clf:[1,7,9,10,11,33,34],clf_lasso:7,clf_ridg:[7,33],clip:[4,30,43],clone:31,close:[1,2,3,5,7,9,10,12,13,14,15,27,30,32,33,36,37,38,39,40,41,42,43],closer:[4,6,14,34,38,39],closest:[9,12,14,15,38],closur:[25,33],cloud:[25,33],cluster:[1,2,5,7,12,25,33,36,41,42],cluster_label:15,cm:[2,3,4,7,9,10,14,27,37,38,41,42,43],cmap:[1,2,3,4,5,7,9,10,11,27,33,41,42,43],cmap_arg:7,cmb:29,cmd:10,cn_:30,cnn:[13,39,40],cnn_kera:[4,43],cntk:[25,33],co:[1,3,4,7,10,14,22,33,36,38,39,42],cobserv:43,code:[0,4,5,7,8,9,16,17,18,20,23,24,25,26,27,30,32],codebas:[41,42,43],coef0:9,coef:[1,33,43],coef_:[1,6,7,9,10,14,33,34,35,37,38],coeff:6,coeffici:[1,4,6,7,8,9,10,14,16,17,26,33,34,35,36,37,38,39,43],coerc:[1,7,23,33,36],cogniz:43,coin:[11,30],coin_toss:11,col:[1,12,33,34],colab:[23,24,25,33],cold:10,colinear:1,collabor:[27,28],collaps:9,collect:[1,3,7,11,12,22,25,30,32,33,36,39,40],collinear:[6,34,35],color:[1,4,5,7,9,10,11,22,27,30,38,39,43],color_channel:[4,43],color_cod:7,colorbar:[2,7,27,41,42,43],coloumn:[41,42],colsample_bytre:11,colsaobject:11,column:[0,1,2,3,6,7,8,9,10,12,13,18,26,33,34,35,36,37,39,40,41,42,43],columntransform:10,com:[5,7,17,21,22,23,24,25,27,28,32,33,36,37,38,39,40,41,42,43],combin:[2,3,6,7,8,11,24,30,35,36,37,38,39,40,41,42,43],come:[1,2,4,5,6,13,14,15,16,28,33,34,35,36,38,39,40,41,42,43],command:[1,2,33,41,42],comment:[1,5,6,7,16,17,27,28,33,34],commerci:[1,16,25,27,33],commod:[1,33],common:[0,1,2,4,6,7,8,10,12,14,15,27,28,30,33,34,36,37,38,39,40,41,42],commonli:[1,2,5,7,8,10,14,15,34,36,37,38,39,41,42,43],commun:[1,13,27,39,40],commut:4,commutatitav:4,compact:[1,2,4,6,7,8,10,12,13,14,15,23,33,34,35,36,38,39,42,43],compair:1,compar:[1,4,5,6,7,12,14,16,17,22,26,27,28,33,34,35,36,37,38,39,40,43],comparison:[3,5,14,28,38,39,42,43],compat:[8,37,43],compet:1,competit:11,compil:[1,2,4,5,14,16,22,25,26,33,38,39,41,42],compl:23,complet:[0,1,3,4,5,10,13,23,24,33,39,42,43],completenn:[13,39],complex:[2,6,9,10,12,13,14,16,17,20,28,33,36,38,39,40,41,43],complic:[1,2,10,14,33,36,37,41,42],compoment:34,compon:[0,1,2,4,5,6,7,8,10,15,17,25,33,34,35,36,37,40,41,42,43],components_:12,compos:[10,13,14,15,22,25,33,38,39,40],compphys:[1,7,17,18,20,21,25,27,29,31,32,33,37,38,39,42,43],comprehend:43,compress:[1,33,34],compresseds:43,compris:[7,37,43],compromis:[6,34],compulsori:[25,33],comput:[0,1,2,3,4,5,6,7,8,9,11,12,13,14,16,17,18,22,23,24,25,26,27,28,29,30,32,33,34,35,36,37,40,41,42,43],computation:[1,4,7,10,14,30,33,37,38,39,40,43],computationalscienceuio:33,compute_gradi:24,computerlab:[27,28],con:28,concaten:[3,5,7,15,42],concatenate_arg:[],concav:[2,10,14,34,37,38,41,42],concentr:[1,11],concept:[1,3,25,33,34,42],conceptu:[13,14,37,38,39,40],concern:[1,2,5,8,33,37,41,42,43],concic:33,conclud:[1,6,14,22,35,36,38,39],conclus:[2,41,42],cond:[3,42],conda:[1,2,16,25,27,33,41,42],condis:34,condit:[1,3,5,6,7,9,10,12,14,30,33,34,39,42],conduct:25,condwav:[3,42],confid:[1,6,7,8,9,19,27,33,34,35,37],configur:[4,22,39,43],confirm:[6,13,23,35,36,39],confus:[6,7,8,11,26,34,35,36],confusion_matrix:10,congruenti:30,conjug:[5,9],conjugaci:[14,38],conjunct:[4,43],connect:[1,2,4,5,10,12,13,14,26,33,34,37,38,39,40,41,42],consequ:[6,7,9,11,13,14,34,35,36,37,38,39,43],conserv:[6,15,34],consid:[1,2,3,4,6,7,8,9,10,11,13,14,17,20,22,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],consider:[1,2,6,14,33,34,35,36,37,38,42],consist:[1,2,3,4,5,7,13,14,20,22,27,28,30,34,36,37,38,39,40,41,42,43],constant:[1,3,5,6,7,9,13,14,30,33,34,35,36,37,38,39,40,41,42,43],constitu:[1,33],constitut:[3,7,36,37,42,43],constrain:[2,4,6,8,12,35,37,41,42,43],constraint:[6,7,9,14,34,35,36,38,39,43],construct:[0,1,2,3,4,6,7,8,9,10,11,12,26,30,33,34,35,36,37,43],consult:28,contact:[1,33],contain:[0,1,3,4,5,6,7,8,9,10,12,13,14,18,20,22,23,26,27,28,30,32,33,34,35,36,37,38,39,40,41,42,43],contemporari:33,content:[2,25,26,33,41,42],context:[7,11,14,24,27,36,37,38,39,40,43],contextlib:[1,8,37],contigu:26,continu:[1,2,3,4,5,6,7,8,9,10,11,13,14,18,19,22,26,27,28,30,33,34,35,36,37,38,40,41,42,43],contour:[10,11,14,38],contourf:[9,10,11],contrast:[2,5,10,11,13,39,40,41],contribut:[1,4,6,14,22,30,33,34,35,38,39,43],contributor:[1,27],control:[1,2,4,10,14,16,25,33,38,39,41,42,43],conv2d:[4,5,43],conv2dsep:43,conv2dtranspos:5,conv:[4,5,43],conv_imag:43,conv_lay:43,conv_result:43,convei:33,conveni:[1,6,7,13,14,26,27,28,33,35,36,37,38,39],convent:[13,34],converg:[0,2,3,5,6,7,9,10,12,14,15,22,28,34,35,37,38,39,40,41,42],convergencewarn:[0,7,9,10,12],convers:38,convert:[1,2,5,6,10,12,14,26,33,34,38,39,41,42,43],converttomatrix:5,convex:[0,5,6,8,34],convinc:[14,37,38,43],convolut:[2,5,25,33,41,42],convolution2dlayeropt:43,convolv:43,convolved_imag:43,convout:43,cook:27,cool:[5,10],coolwarm:[7,27],coordin:[6,13,15,34,35,39],coorel:1,copi:[1,2,15,34,41,42,43],copyright:28,core:[1,3,8,11,23,24,33,37,43],corel:33,corner:43,coronari:[8,37],corr:[0,1,6,8,12,34,37],correalt:[12,25],correct:[1,2,3,4,5,6,8,14,23,24,26,30,33,34,35,36,38,39,41,42,43],correctli:[2,3,7,8,11,23,24,27,28,41,42,43],correl:[1,2,4,6,7,8,11,13,14,22,25,30,33,35,36,38,39,40,41,42],correlation_matrix:[0,1,6,8,12,34,37],correspond:[1,4,6,7,9,10,12,13,16,17,18,25,26,27,30,33,34,35,36,39,40,43],cortex:[13,39,40],cosin:[4,7,36],cost:[1,3,4,6,7,8,9,10,13,14,17,18,20,22,23,24,27,28,33,39],cost_autograd:24,cost_deep_grad:[3,42],cost_der:24,cost_fun:24,cost_func:[41,42,43],cost_func_deriv:[41,42,43],cost_funct:[3,42],cost_function_deep:[3,42],cost_function_deep_grad:[3,42],cost_function_grad:[3,42],cost_function_train:[41,42,43],cost_function_v:[41,42,43],cost_grad:[3,24,42],cost_one_lay:24,cost_sum:[3,42],cost_two_lay:24,costcrossentropi:[41,42,43],costfunct:43,costlogreg:[41,42,43],costol:[14,22,38,39,41,42,43],could:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,18,23,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],coulomb:[1,33],count:[1,10,29,30,31,33],countor:[14,38],coupl:[5,6,7,23,35,36],cours:[1,2,4,6,12,23,27,28,29,31,34,36,41,42,43],courvil:[22,28,29,32,33,34,38,39],cov:[6,7,12,26,30,33,34,35,36],cov_xi:[6,12,34],cov_xx:[6,12,34],cov_yi:[6,12,34],covari:[0,1,8,25,26,33,35,37],covariance_matrix:[6,12,15,34],cover:[1,6,18,25,31,32,34,35,43],covert:[1,33],covxi:30,covxx:30,covxz:30,covyi:30,covyz:30,covzz:30,cpu:[2,41,42],cqofi41lfdw:[40,41],craft:[4,43],creat:[2,4,5,6,10,11,12,13,23,24,25,33,35,37,38,39,40,41,42,43],create_biases_and_weight:[2,41,42],create_convolutional_neural_network_kera:[4,43],create_lay:[23,24],create_layers_4:[],create_layers_batch:23,create_neural_network_kera:[2,41,42],create_x:[6,12,34,41,42],credit:[1,8,31,33,37],crim:1,crime:1,criteria:[1,5,10,11,15,30,33],criterion:[10,11,14,37,38,40],critic:[7,27,34,35,43],critiqu:[27,28],crop:43,cross:[1,2,4,8,10,11,14,23,25,28,30,33,34,35,38,39,40,41,42],cross_entropi:[5,23],cross_val_scor:[7,36,37],cross_valid:[0,8,11,37],crossvalid:[7,36],crucial:[2,30,40,41,43],cs231:4,cs231n:42,cs231n_2017_lecture4:42,cs:[29,31],csr_matrix:[26,33],csv:[1,5,7,8,10,33,36,37],ctnk:[2,41,42],cube:40,cubic:1,cumbersom:[6,35,36],cumsum:[11,12,33],cumul:[8,11,30],cumulative_heads_ratio:11,cuomo:42,cup:[6,35,36],current:[2,3,4,5,14,15,22,32,37,38,39,40,41,42,43],curs:[1,34],curv:[0,7,8,11,13,27,37,39,40,41],curvatur:[14,37,38,39],custom:[7,15,27],custom_cmap2:[10,11],custom_cmap:[10,11],cut:43,cute:43,cutpoint:10,cv:[0,7,8,11,36,37],cvxbook:[14,37],cvxopt:[6,9,34],cybenko:40,cycl:[2,13,39,40,41,42],cyclotron:35,d2_g_t:[3,42],d:[2,3,4,5,6,7,8,9,10,11,12,14,15,23,24,26,30,31,33,34,35,36,37,38,39,40,41,42,43],d_1:43,d_2:43,d_f:[14,37,38],d_g_t:[3,42],d_net_out:[3,42],da:[4,24,40,43],da_1:24,dagger:[6,26,34],dai:[2,10,25,41,42],damp:4,daniel:31,darget:10,darkr:30,dat:[1,33],dat_id:[1,7,8,10,33,34,36,37],data1:15,data2:15,data3:15,data4:15,data:[3,5,6,9,11,13,14,15,18,19,20,22,24,26,28,32,36,38,39],data_id:[1,7,8,10,33,34,36,37],data_indic:[2,41,42],data_panda:33,data_path:[1,7,8,10,33,34,36,37],databas:[2,41,42],datafil:[1,7,8,10,27,33,34,36,37],datafram:[0,1,5,6,8,10,12,33,34,37],datapoint:[0,2,6,7,8,12,14,34,36,37,38,39,41,42],dataset:[0,1,5,7,8,9,10,11,12,14,15,16,17,20,23,24,27,28,33,36,37,38,39,40],datatyp:5,date:[0,16,17,18,19,20,21,22,23,24,27,28,33,34,35,36,37,38,39,40,41,42,43],daughter:11,david:[32,33],davison:36,db:[24,40,43],db_1:24,dbh:[2,41,42],dbo:[2,41,42],dc5e85cd93c3:28,dc:24,dc_da1:24,dc_da2:24,dc_da:24,dc_db1:24,dc_db2:24,dc_db:24,dc_dw1:24,dc_dw2:24,dc_dw:24,dc_dz1:24,dc_dz2:24,dc_dz:24,dcomposit:26,ddot:[3,42],dead:[2,40,41,42],deadlin:[17,18,19,20,21,22,23,24,29],deal:[1,2,4,6,7,9,12,14,15,18,19,26,27,30,33,34,35,37,38,39,40,41,42,43],dealt:1,debt:[8,37],debug:[1,6,7,35,36,37,41,42],decad:[1,4,39,43],decai:[1,14,30,33],decemb:[29,31,33],decent:11,decid:[1,3,4,6,7,10,27,35,36,37,41,42,43],decim:[1,33,41,42,43],decis:[1,2,9,12,25,32,33,41,42,43],decision_funct:9,decision_tre:10,decisiontreeclassifi:[10,11],decisiontreeregressor:[1,10,11],decisiontreeregressordecisiontreeregressor:10,declar:[1,5,26,33],decompos:[6,7,26,34,40],decomposit:[1,7,13,27,33,35,39,40,43],decompost:[6,34],deconvolut:[4,43],decorrel:[11,14,22,38,39],decreas:[2,3,5,6,7,11,12,14,35,36,37,38,39,41,42,43],deduc:[1,33],deep:[4,8,13,14,22,25,28,29,32,34,38,39],deep_neural_network:[3,42],deep_param:[3,42],deep_tree_clf1:10,deep_tree_clf2:10,deep_tree_clf:[10,11],deepcopi:[41,42,43],deepen:[6,25,33],deeper:[1,4,5,33,43],deepimag:42,deeplearningbook:[28,32,33,35],deer:[4,43],def:[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,22,23,24,27,30,33,34,35,36,37,38,39,40,41,42,43],def_covari:30,default_tim:5,defect:[6,34],defici:[6,34],defin:[0,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,30,34,35,36,37,38,39,43],definit:[2,3,6,7,8,9,11,12,13,14,18,26,30,34,35,36,37,38,42],defint:30,defualt:[41,42],defvjp:[],defvjp_argnum:[],degre:[4,6,7,9,10,11,12,16,17,18,20,27,30,33,35,36,37,43],deisenroth:34,del:[2,41,42],delet:7,delimit:5,deliv:[29,33],delta:[1,3,4,7,9,13,14,15,22,33,38,39,40,41,42,43],delta_0:[4,40,43],delta_1:[4,40,41,43],delta_2:[4,40,41,43],delta_2a_1:[40,41],delta_3:[4,43],delta_4:[4,43],delta_5:[4,43],delta_:[2,26,40,41,42],delta_h:[1,2,33,41,42],delta_i:[40,41,43],delta_j:[4,13,40,41,42,43],delta_k:[13,40,41,42],delta_l:[2,4,41,42,43],delta_matrix:[41,42],delta_momentum:[14,22,38,39],delta_n:[1,4,33],delta_next:43,delta_term:43,delta_term_next:43,delta_term_pad:43,delug:25,delv:[1,43],demand:[14,37,38],demonstr:[1,4,6,7,8,12,13,25,33,34,35,36,37,41,42],demystifi:[39,40,41],den:5,denomin:[2,6,35,36,41,42],denot:[2,3,7,8,14,30,37,38,39,41,42,43],dens:[2,4,5,41,42],densiti:[1,3,7,30,33,36,42],depart:[0,28,31,33,34,35,36,37,38,39,40,41,42,43],depend:[1,2,3,5,6,7,8,9,12,13,14,16,22,25,26,27,30,33,34,35,36,37,38,39,40,41,42,43],depict:30,deploy:[1,16,25,27,33],deprec:38,deprecationwarn:38,depth:[1,4,10,11,26,36,41,43],deriv:[0,1,2,3,7,8,9,11,12,14,17,18,20,22,24,25,27,33,39,42,43],derivati:[14,38,39],derivative_fn:[14,38],derivb1:[40,41],derivb2:[40,41],derivw1:[40,41],derivw2:[40,41],descend:[6,10,12,34,35,43],descent:[1,2,4,8,9,13,24,33,34,40,41,43],descent_i:[22,39],descent_x:[22,39],describ:[1,3,5,6,7,9,11,12,13,14,19,22,26,27,28,33,35,36,38,39,40,42,43],descript:[1,9,10,28,33,41,42,43],design:[1,2,4,5,6,7,8,11,12,13,14,16,17,18,19,20,27,28,33,35,36,37,38,39,40,41,42,43],designmatrix:[1,33],desir:[1,3,5,6,14,15,33,34,37,38,41,42,43],despit:[2,13,39,40,41,43],destroi:26,det:[6,26,34],detail:[1,7,12,14,15,23,24,26,27,28,34,37,38,41],detect:[3,4,9,13,39,40,43],determin:[1,3,4,5,6,7,9,10,11,12,13,14,17,26,30,33,34,35,36,37,38,39,40,41,42,43],determinist:[0,8,14,30,37,38,39,40],deternin:40,dev:[2,27,40,41],develop:[1,4,6,9,11,12,13,22,25,26,27,28,33,34,35,36,39,40,43],deviat:[1,2,3,5,6,7,20,27,30,33,34,35,36,40,41,42,43],devic:[4,5,15,43],devis:[13,39,40],df1:33,df:[5,9,12,14,33,38,40],di:1,diag:[6,9,34,35,43],diagnost:[2,11,40,41],diagon:[0,1,6,8,14,19,22,26,27,30,33,34,35,37,38,39,41,42,43],diagonaliz:[6,34],diagram:11,diagsvd:7,dice:[7,30,36],dict:[7,9,37,41,42,43],dictionari:[1,41,42,43],did:[0,1,2,6,7,8,11,12,15,24,27,28,33,35,36,37,38,41,42,43],die:[2,40,41,42],diff1:[3,42],diff2:[3,42],diff:[3,40,42],diff_ag:[3,42],diffeent:9,differ:[1,2,3,4,5,6,7,8,10,11,12,13,14,15,16,18,22,23,24,25,26,27,30,32,33,34,35,36,37,40,41,42],different:[40,41,42],differenti:[1,4,17,22,23,24,25,26,33,34,37,41,43],differential_oper:24,difficult:[1,2,7,11,14,22,27,30,33,36,38,39,40,41,43],difficulti:[1,2,14,33,37,38,39,40,41],diffonedim:[3,42],digit:[1,2,4,5,7,27,28,29,31,33,41,42,43],digress:40,dilemma:[14,38,39],dilut:[2,40,41],dim:[5,12,15,26,41,42],dimens:[1,2,3,4,5,6,9,10,12,15,17,18,26,33,34,35,40,41,42,43],dimension:[1,5,6,7,10,12,14,15,20,22,25,26,28,33,35,36,37,38,39],dimensionless:[1,4,33],diment:26,dimention:43,dimnsion:5,diod:4,direct:[1,2,3,5,8,12,13,14,15,22,33,34,37,38,39,40,41,42,43],directli:[2,5,6,7,24,30,34,41,42,43],directori:[1,8,37],disadvantag:[1,33],disappear:[4,7,36],disc_loss:5,disc_tap:5,discard:[7,12,36,37],disciplin:[1,4,13,39,40,43],disclaim:30,discontinu:40,discord:[23,33],discourag:[14,37,38],discov:[1,33],discover:[6,35],discret:[2,4,6,8,14,35,36,37,38,39,40,41],discrimin:[0,5,8,11,12,37],discriminator_loss:5,discriminator_loss_list:5,discriminator_model:5,discriminator_optim:5,discuss:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,25,26,27,28,30,32,33,34,35,36,38,39,40,41,42,43],diseas:[8,37],disguis:[7,34,35],disord:[2,8,37,41,42],dispai:[39,40],displai:[0,1,2,4,5,6,7,8,9,10,11,12,13,15,27,30,33,34,36,37,39,40,41,42,43],displaystyl:[1,6,18,33,34,35],disregard:[1,33],dissimilar:[12,15],dist:15,distanc:[1,9,10,12,15,30,43],distance_list:10,distinct:[0,4,8,9,10,11,15,37,43],distinctli:9,distinguish:[0,1,5,8,9,30,33,37],distplot:1,distribut:[1,2,5,7,8,11,12,14,15,16,17,19,20,23,25,26,27,28,33,34,37,38,40,41,42],distrubut:[1,16,25,27,33],dive:[1,9,26,33],diverg:[2,14,37,38,39,40,41],divid:[1,2,4,6,7,8,9,10,12,13,28,30,33,34,35,36,37,39,40,41,42,43],divis:[7,9,10,14,22,26,30,36,37,38,39,40,41,42,43],dlopen:[4,5,15,43],dna:[8,37],dnn1:5,dnn2_gru2:5,dnn:[1,2,3,5,13,33,39,40,41,42],dnn_kera:[2,41,42],dnn_model:[2,41,42],dnn_numpi:[2,41,42],dnn_scikit:[1,2,33,41,42],doamin:[35,36],doc:[1,7,17,18,20,21,25,27,28,29,31,32,33,37,38,39,42,43],document:[0,5,10,12,14,37,42,43],doe:[1,2,3,4,5,6,7,9,11,12,13,14,15,17,22,23,24,26,27,30,33,36,37,38,41,42,43],doesn:[4,10,13,40,41,43],dog:[2,4,5,41,42,43],doi:42,domain:[6,9,14,27,28,35,36,37,38],domin:[1,33],don:[1,2,4,6,7,8,9,12,14,16,22,23,25,27,28,33,34,37,38,39,40,41,42],done:[1,3,4,5,6,7,10,11,12,14,18,24,26,27,33,34,35,36,37,38,40,41,42,43],dot:[0,1,3,4,6,7,8,9,10,11,12,13,14,22,26,27,30,33,34,35,36,37,39,40,41,42],doubl:[4,5,26,33,43],doubli:[2,40,41],doubt:27,down:[1,4,7,10,12,13,14,22,37,38,39,42,43],download:[1,2,4,6,7,26,27,32,33,41,42,43],downsampl:[4,43],downsiz:43,dozen:[2,40,41],dq:[7,36],drag:[14,38,39],dramat:12,drastic:[5,43],draw:[5,7,11,14,36,37,38],drawback:[1,2,4,14,34,37,38,39,40,41],drawn:[2,5,7,8,12,30,33,36,37,40,41,42],drive:[4,5,23,24],driven:4,drop:[1,2,6,7,12,14,22,30,33,34,35,36,38,39,40,41],dropna:[1,7,33,36],dropout:5,dt:[3,4,14,23,30,38,39,40,42],dtype:[1,2,4,5,15,22,23,26,33,34,39,40,41,42,43],dual:9,dualiti:7,dub:[1,33],due:[2,3,6,7,9,11,13,14,31,33,34,36,37,38,39,40,41,42,43],dummi:1,dumoulin:43,dure:[1,2,3,4,5,9,10,12,18,21,24,25,27,33,36,38,39,40,41,42,43],dw:24,dw_1:24,dwell:1,dwh:[2,41,42],dwo:[2,41,42],dx:[3,4,9,30,40,42],dx_1:30,dx_1p:[7,36],dx_2p:[7,36],dx_mp:[7,36],dx_n:30,dxp:[7,36],dy:[2,9,30,40,41,42],dylib:[4,5,15,43],dynam:5,dz:[9,24],dz_1:24,dz_2:24,e:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,19,20,22,23,24,30,31,33,34,35,36,37,38,39,40,41,42,43],e_:[1,3,33,42],e_z:23,each:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,22,24,25,26,28,29,30,31,33,34,35,36,38,39,40,41,42,43],eager:36,eapprox:[1,33],earli:[2,14,22,38,39,41,42],earlier:[1,6,8,9,10,12,13,14,21,22,23,24,33,34,37,38,39,40,41],earthexplor:[7,27],eas:[7,10,15,36],easi:[0,1,6,7,8,9,10,11,12,13,14,19,22,23,24,25,26,28,33,34,35,36,37,38,39,40,41,42],easier:[6,7,9,10,14,23,24,28,30,33,34,36,38,39,43],easiest:[14,37,38],easili:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,26,27,33,34,35,36,37,38,40,41,42,43],eastern:[31,33],ebind:[1,33],eblock:10,econometr:33,economi:6,ecosystem:[25,33],ect:29,edg:[4,43],edgecolor:[7,36],edit:[23,24],edu:[14,28,37,42],educ:[0,1,27,28,33,37],eff:30,effect:[2,5,11,14,30,38,39,40,41,42,43],effic:[2,41,42],effici:[1,4,11,14,23,24,25,26,30,33,37,38,39,40],efron:[7,36],egrad:[14,38,39],eig:[6,12,14,22,26,30,33,34,37,38,39],eigen:30,eigenpair:[6,12,34],eigenvalu:[1,6,9,12,14,22,26,33,34,35,37,38,39],eigenvector:[6,12,14,18,34,35,38],eight:[26,33],eigval:[26,30,33],eigvalu:[12,14,22,37,38,39],eigvec:[26,30,33],eigvector:[12,14,22,37,38,39],eispack:[26,33],either:[0,2,6,7,8,9,10,11,12,14,16,17,27,28,30,33,34,35,36,37,38,40,41,42,43],elabor:30,elarn:4,electr:[1,4,13,33,39,40],electron:33,eleg:12,element:[0,2,3,4,5,6,7,8,9,12,13,14,18,19,21,22,23,25,26,27,28,29,32,34,35,36,37,40,41,42,43],elementari:[11,14,26,38,39,40],elementwis:[4,14,38,39,43],elementwise_grad:[3,14,24,38,39,41,42,43],elessar:33,elif:[15,22,39,41,42,43],elim:26,elimin:[4,9],ellipsi:24,els:[0,2,3,4,5,8,10,13,14,15,23,24,26,37,38,39,40,41,42,43],elu:2,elus:[1,33],email:[23,29,31,33],embark:40,embed:[1,12,34],embodi:[7,20,27,36],emit:30,emner:32,emphas:[1,11,25,33],emphasi:[1,25,32,33],empir:[2,12,30,40,41],emploi:[1,2,6,7,12,14,27,28,30,33,34,35,36,37,38,41,42],employ:1,empti:[7,11,36,41,42,43],emul:[13,39,40],en:[25,32],enabl:[12,22,39,41,42,43],enbodi:[7,36],encapsul:43,encod:[1,4,6,8,10,12,15,18,33,34,35,37,43],encompass:[1,27,30],encount:[0,1,2,6,7,8,14,22,23,30,33,34,36,37,38,39,40,41,42],encourag:[27,28,43],end:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,22,24,26,27,30,31,33,34,35,36,37,38,39,40,41,42,43],end_box:24,end_nod:24,end_valu:24,endpoint:[4,7],energi:[1,5,7,34,36],enet_coordinate_desc:7,enforc:[13,39,40],eng:32,engin:[1,2,4,5,25,33,40,41,43],english:[27,28],enhanc:43,enocurag:27,enoent:[4,5,15,43],enorm:[4,43],enough:[1,7,14,33,36,37,38],ensembl:[2,10,40,41],ensur:[1,2,3,4,6,7,12,14,22,30,34,35,36,37,38,39,40,41,42,43],entail:33,enter:[6,7,18,34,35],enthought:[1,16,25,27,33],entir:[2,4,8,10,23,25,30,33,37,38,39,40,41,42,43],entiti:[10,13,26,33],entri:[1,6,9,12,13,26,33,34,35,36],entropi:[2,4,8,11,14,23,33,38,39,41,42,43],enumer:[1,2,3,4,5,7,9,23,33,34,35,41,42,43],env:[0,1,3,4,5,7,8,9,10,12,15,22,23,24,30,33,35,37,39,43],environ:[3,10,22,23,24,25,27,39,42],eo:[1,7,33,36],eol:[1,33],eosfit:[1,33],epoch:[1,2,4,5,13,14,22,23,28,33,38,39,41,42,43],epsilon:[1,6,7,8,14,20,27,33,34,35,36,37,38,39,40],epsilon_0:[1,33],epsilon_1:[1,33],epsilon_2:[1,33],epsilon_:[1,33],epsilon_i:[1,33,34],eq:[4,14,15,26,30,37,38],eqnarrai:[4,6,7,35,36],equal:[1,2,3,4,5,6,7,9,10,12,13,14,15,16,23,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],equal_nan:23,equat:[0,2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,20,22,26,27,30,36,39,43],equilibrium:[3,13,39,40,42],equiv:[4,14,26,30,37,38],equival:[1,2,6,8,9,12,14,22,25,26,33,34,35,36,38,39,41,42,43],equivel:[23,24],erf:30,eriador:33,eric:[41,42,43],eridg:33,err:[1,8,11,37,43],err_:[7,36],err_sqr:[3,42],errat:[14,37,38],errno:[1,4,5,8,15,37,43],erron:[3,42],error:[0,2,3,5,6,7,8,10,12,13,14,16,17,18,19,20,22,23,25,26,27,28,30,35,37,38,39,40,41,42,43],error_estimate_corr_tim:30,error_hidden:[2,41,42],error_output:[2,41,42],escap:[14,37,38,39],especi:[2,4,10,13,14,27,28,38,39,40,41,42],essenti:[1,6,7,10,11,13,15,27,28,30,34,39,40,41,43],establish:[1,7,11,12,16,27,28,33,43],estim:[0,1,2,6,7,8,11,12,14,25,30,33,34,37,38,39,40,41,42,43],estimated_mse_fold:[7,36,37],estimated_mse_kfold:[7,36,37],estimated_mse_sklearn:[7,36,37],et:[1,3,5,16,17,18,27,28,32,33,34,35,36,37,38,40,41,42],eta0:[9,14,37,38],eta:[1,2,4,9,13,14,22,28,33,37,38,39,40,41,42,43],eta_:[14,22,38,39],eta_t:[14,38,39],eta_v:[1,2,4,33,41,42,43],etc:[1,2,4,6,8,9,10,12,13,14,15,16,22,25,26,27,28,30,34,37,38,39,41,42],ethic:25,etsim:36,euclidean:[1,15,34],evalu:[1,3,4,5,6,7,10,14,23,27,30,33,34,35,36,37,38,39],evaluationform:[21,27,38,39],evaluationgrad:[21,27,38,39],evalut:[14,38,39],even:[1,2,4,5,6,7,9,10,11,12,13,14,15,24,25,26,30,33,34,35,36,37,38,39,40,41,43],evenli:5,event:[0,6,8,11,30,35,36,37],eventu:[1,6,7,12,13,14,27,28,31,34,35,36,37,38,39,40],everi:[1,2,3,4,5,6,7,10,11,12,13,14,15,23,25,30,31,33,34,35,36,37,38,39,40,41,42,43],everyth:[5,13,22,23,40,41],everywher:[5,14,37,38],evid:43,evolv:1,exact:[1,6,12,13,14,26,30,33,34,38,40,41],exactli:[1,4,5,7,13,25,27,34,36,39,40,41,43],exam:33,examin:[7,36,43],exampl:[6,12,13,14,16,17,20,21,25,26,27,28,30,32],exce:[2,13,14,22,38,39,40,41],excel:[1,2,5,6,11,28,33,34,40,41,43],except:[1,3,4,5,7,8,9,10,24,26,37,41,42,43],excess:[1,33,43],excit:1,exclud:[2,7,13,27,34,35,36,37,39,40,41,43],exclus:[1,2,4,7,30,33,36,37,40,41,42,43],execut:[3,6,14,34,38,39,42,43],exemplifi:[14,38,39],exercic:[31,33],exercis:[6,25,27,28,29,31,35,36,37,38,39,41,43],exercisesweek35:18,exhaust:[7,36,37],exhibit:[1,6,7,9,33,34,36],exist:[1,2,3,4,5,6,7,8,9,10,14,15,19,26,27,28,33,34,35,36,37,38,40,41,42,43],exit:[6,26,34],exp:[0,1,2,3,6,7,8,9,11,12,13,14,16,17,22,23,24,27,30,33,34,35,36,37,38,39,40,41,42,43],exp_term:[2,41,42],expand:[0,6,8,12,14,34,37,38,43],expandus:[1,8,37],expans:[1,4,6,9,11,13,14,33,34,37,38,40],expect:[1,2,6,7,8,12,13,14,16,17,20,22,25,27,28,33,34,37,38,39,40,41,42,43],expectation_value_of_h_wrt_p:30,expediti:43,expens:[7,11,14,37,38,39,43],experi:[1,2,7,9,14,25,27,33,34,36,37,38,39,41,42,43],experiment:[1,5,7,10,30,33,36,43],expert:[2,10,40,41],explain:[1,7,10,11,12,14,20,27,33,37,38,43],explained_variance_ratio_:12,explan:28,explanatori:[1,33],explicit:[1,4,7,14,22,26,27,33,34,35,38,39,43],explicitli:[1,5,9,22,23,39],explod:2,exploit:[1,4,13,14,33,38,39,40,43],explor:[2,5,7,9,14,25,27,28,37,38,39,40,41],expon:[2,41,42],exponenti:[1,2,6,7,11,14,27,30,33,35,36,37,38,39,40,41],export_graphviz:10,export_text:10,exporttext:10,expos:25,expr:40,express:[1,3,4,6,7,8,11,13,14,17,22,24,26,27,28,30,33,35,36,39,42,43],exptmean:30,exptvari:30,extend:[1,3,8,12,14,18,25,33,42,43],extens:[1,13,16,25,33,39,40],extent:[1,2,7,32,36,41,42,43],extern:[4,7,10],extra:[2,4,6,31,33,34,41,42,43],extract:[0,1,4,6,7,8,9,12,14,26,33,34,37,38,40,43],extrapol:[1,33],extrem:[1,2,5,6,7,8,9,10,14,17,26,34,35,36,37,38,39,40,41,43],extremum:[14,37,38],extrins:12,ey:[1,6,7,14,15,26,33,35,37,38,39],f11:[1,33],f12:[1,33],f13:[1,33],f1:[14,38,39],f1_grad:[14,38,39],f1d:[14,38],f2:[14,38,39],f2_grad_x1:[14,38,39],f2_grad_x1_analyt:[14,38,39],f2_grad_x2:[14,38,39],f2_grad_x2_analyt:[14,38,39],f3:[14,38,39],f3_grad:[14,38,39],f3_grad_analyt:[14,38,39],f4:[14,38,39],f4_grad:[14,38,39],f4_grad_analyt:[14,38,39],f5:[14,38,39],f5_grad:[14,38,39],f6:[14,38,39],f6_for:[14,38,39],f6_for_grad:[14,38,39],f6_grad_analyt:[14,38,39],f6_while:[14,38,39],f6_while_grad:[14,38,39],f7:[14,38,39],f7_grad:[14,38,39],f7_grad_analyt:[14,38,39],f8:[14,38],f8_grad:[14,38],f9:[1,14,33,38],f9_altern:[14,38],f9_alternative_grad:[14,38],f9_grad:[14,38],f:[1,2,3,4,5,6,7,8,9,11,13,14,15,17,19,20,22,24,26,30,31,33,34,35,36,37,38,39,40,41,42,43],f_0:[4,11],f_1:[11,14,37,38],f_2:[13,14,37,38,39],f_3:[13,39],f_:11,f_d:30,f_grad:[14,38,39],f_grad_analyt:[14,38,39],f_i:[1,7,13,17,36,39],f_m:[4,11],f_n:4,f_raw:[3,23,24],f_vec:[3,42],f_wrap:[3,23,24],face:[14,37,38,39],facecolor:[7,9,30,36],facil:[0,1,16,25,33,37,38,39,41,42],facilit:[13,39,40],fact:[1,2,4,6,10,12,13,14,33,34,35,36,37,38,39,40,41,43],factor:[1,2,4,6,7,10,11,12,14,26,30,33,34,35,36,38,39,41,42],factori:[14,38,39],fade:7,fafab0:[10,11],fahimeh:[31,33],fail:[0,1,7,9,10,12,14,31,33,36,37,38,40],fail_on_error:[1,8,37],failur:[8,37],fairli:[2,3,30,40,41,42],faisal:[17,34],fake:5,fake_loss:5,fake_output:5,fale:28,fall:[9,10,29],fals:[1,2,3,4,5,6,7,8,10,11,15,23,26,27,33,34,35,36,37,38,39,41,42,43],famili:[1,8,9,30,37],familiar:[1,4,6,7,9,16,25,26,27,30,33,35,36,40,43],famou:[7,13,41,42],far:[1,4,5,6,7,9,12,13,14,15,23,24,33,34,37,38,39,40,43],fashion:[1,10,11,33],fast:[2,4,7,11,13,14,25,30,33,36,37,38,40,41,43],faster:[2,12,14,23,38,39,40,41,42,43],fastest:[14,26,37,38],favor:[0,8,37],favorit:30,fc:[4,43],fd:[1,8,37],featur:[0,1,2,4,6,7,8,9,11,12,13,14,19,23,25,27,28,30,33,35,36,37,38,39,40,41,42,43],feature_map:43,feature_maps_index:43,feature_nam:[0,1,2,8,10,23,37,41,42],feautur:10,fed:[2,40,41,42,43],feed:[1,3,4,12,23,25,28,33,43],feed_forward:[2,23,24,41,42],feed_forward_4:[],feed_forward_all_relu:23,feed_forward_batch:23,feed_forward_one_lay:24,feed_forward_out:[2,41,42],feed_forward_sav:24,feed_forward_train:[2,41,42],feed_forward_two_lay:24,feedback:[5,21,33],feeddorward:5,feedforward:[2,5,13,40,41,42,43],feel:[1,6,7,12,14,16,17,22,23,24,25,27,28,31,33,35,38,39,40],feet:1,felt:[27,28],fetch:[7,27],fetch_openml:43,few:[2,4,5,6,10,24,30,33,38,40,41,42,43],fewer:[1,10,12,33],ffnn:[2,13,28,39,40,41,42],fft2:43,fft:43,field:[1,4,7,13,25,39,40,43],fifteen:40,fifth:[1,7,16,17,27,33,43],fig:[0,1,2,3,4,5,7,8,13,14,15,27,33,37,38,39,40,41,42,43],fig_id:[1,7,8,10,33,34,36,37],figaxi:30,figsiz:[0,1,2,3,4,5,7,8,9,10,11,33,36,37,41,42,43],figslid:43,figur:[0,1,2,3,4,5,6,7,8,9,10,11,13,14,15,16,17,22,25,27,28,33,34,35,36,37,38,39,40,41,42,43],figure_id:[1,7,8,10,33,34,36,37],figurefil:[1,7,8,10,33,34,36,37],file:[1,3,4,5,6,7,8,10,15,23,24,27,28,33,34,35,36,37],file_prefix:5,filenam:33,filenotfounderror:[1,8,37],fill:[6,10,34,41,42,43],filter:[1,4,5,8,37,43],filtered_imag:43,financ:1,find:[1,2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,22,23,24,25,27,28,30,33,34,35,37,39,40,41,42],fine:[1,15,16,33,43],finicki:[],finish:[3,23,41,42,43],finit:[4,6,7,13,14,18,30,34,35,36,38,39,40,43],first:[0,1,2,3,4,6,7,8,9,10,11,12,14,15,16,17,18,22,23,24,26,27,30,31,32,36,39,43],first_moment:[22,38,39],first_term:[22,38,39],firsteigvector:12,fit:[0,2,4,5,6,7,8,9,10,12,13,14,16,17,18,22,24,27,28,30,34,36,37,38,39,40,41,42,43],fit_beta:[7,34,35],fit_intercept:[1,6,7,34,35,36],fit_mod:10,fit_transform:[1,7,9,10,12,36,37],fiti:[1,33],five:[1,10,18,27,33,34,37,40],fix:[1,4,5,7,11,12,13,14,22,27,28,33,36,37,38,39,41,42,43],fixedloc:7,flag:5,flat:[4,5,13,14,15,22,37,38,39,43],flatten:[2,4,5,6,26,41,42],flattenlay:43,flexibl:[2,7,9,11,13,28,33,36,39,40,41,42,43],flip:[23,31,33,43],float32:[5,10,22,39,41,42],float64:[5,22,26,33,34,39,40,41,42],floatingpointerror:[41,42,43],floor:[41,42,43],flop:[6,26,34],flow:[2,5,13,39,40,41,42],flower:23,fluctuat:[6,35],flush:[41,42,43],fly:12,fm:[1,33,43],fmap:43,fmax:4,fmesh:[14,38],fn:8,fname:[1,8,37],focu:[1,4,5,6,7,16,25,28,32,33,34,35,36,43],focus:[0,2,7,8,26,34,35,37,41,42],fold:[7,10,27],folder:[1,2,4,5,7,15,27,28,33,36,38,41,42,43],follow:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],font:[1,8,30,33,37],fontdict:30,fontsiz:[2,7,9,10,11,30,41,42],fontweight:[2,41,42],footprint:[4,43],foral:[9,34,40],forc:[1,6,7,11,12,33,34,35,37,40,43],forcast:5,forecast:[5,13,39,40],forest:[1,2,10,25,33,40,41],forget:12,form:[0,1,4,5,6,7,8,9,10,12,13,14,18,22,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],formal:[4,5,15,30,40,43],format:[0,1,2,4,5,7,8,9,10,11,12,24,25,30,32,34,35,36,37,39,40,41,42,43],format_data:5,formatstrformatt:[7,14,27,37,38],formul:[5,7,12,15],formula:[4,14,30,37,38,39,40,43],forth:[5,13,24,39],fortran2003:[25,33],fortran2008:[27,28],fortran90:30,fortran:[1,16,25,26,33],fortun:[1,12,34],forward:[1,4,7,23,25,26,28,33,36,43],forwardpropag:[40,41],foster:33,found:[2,3,4,5,6,7,13,14,15,20,21,23,24,27,28,33,34,35,36,38,39,40,41,42,43],foundat:[25,33,43],four:[5,6,7,9,13,23,26,27,29,31,33,35,39,40,41,43],fourier:[1,33,40],fourierdef1:4,fourierdef2:4,fourierseriessign:4,fourth:[13,33,34],fp:8,frac:[0,1,2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,20,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],fractal:10,fraction:10,frame:[0,8,37],framework:[2,4,5,9,11,15,30,41,42,43],frank:[6,12,22,28],frankefunct:[6,7,12,27,34],fredli:[23,31,33],free:[1,7,12,14,16,17,22,23,24,25,26,27,28,30,31,32,33,38,39,40],freecodecamp:25,freedom:[6,35],freeli:[1,27],frequenc:[0,4,7,8,30,36,37,43],frequent:[1,9,10,14,37,38,39],frequentist:25,fresh:11,frf4l5qax1m:42,fridai:[17,18,19,20,21,22,23,24,31,33,43],friedman:[7,19,27,29,32,33],friendli:5,frodo:33,frog:[4,43],from:[1,2,3,4,5,7,8,9,10,12,14,15,17,18,19,20,23,24,25,26,27,30,31,32,33,42],from_cod:10,from_logit:[4,5,43],from_tensor_slic:5,fromnumer:3,front:[1,5,6,16,17,33,34,35],fuction:43,fulfil:[3,6,13,34,39,40,41,42],full:[1,2,4,6,8,10,11,14,23,30,33,34,37,38,39],full_matric:[6,34,43],fulli:[4,7,13,29,30,36,37,39,40],fullyconnectedlay:43,fun:[24,25,33,43],fun_nam:[],func:[3,23,41,42,43],functionali:12,functionfit:43,fundament:[1,7,25,33,36,43],funtion:[3,42],furthemor:40,further:[3,8,10,33,40,42],furthermor:[0,1,4,6,7,8,12,13,14,18,25,27,33,34,35,36,37,38,39,40,41,43],furthest:24,futur:[1,5,9,10,33,38],futurewarn:9,fy:[16,23,27,28,29,31,32,33],fys4155:[27,28],fys5419:[32,33],fys5429:[32,33],g0:[3,42],g:[1,2,3,4,5,7,9,10,11,12,14,24,30,33,35,36,37,38,39,40,41,42,43],g_0:[3,42],g_1:[3,11,42],g_2:[3,11,42],g_3:40,g_:[3,10,11,42],g_analyt:[3,42],g_dnn_ag:[3,42],g_euler:[3,42],g_i:[3,40,42],g_j:40,g_m:[4,11],g_n:4,g_re:[3,42],g_t:[3,41,42,43],g_t_d2t:[3,42],g_t_d2x:[3,42],g_t_dt:[3,42],g_t_hessian:[3,42],g_t_hessian_func:[3,42],g_t_invers:[41,42,43],g_t_jacobian:[3,42],g_t_jacobian_func:[3,42],g_trial:[3,42],g_trial_deep:[3,42],g_vec:[3,42],gain:[2,6,8,10,11,14,34,35,36,38,39,41,42],galleri:[1,33],game:5,gamge:33,gamma1:9,gamma2:9,gamma:[1,3,9,10,11,12,14,22,33,37,38,39,42],gamma_0:11,gamma_1:11,gamma_1x:11,gamma_:[1,33],gamma_i:[1,9,30,33],gamma_j:[14,38,39],gamma_k:[14,37,38],gamma_m:11,gamma_x:[1,33],gap:[7,9],gate:[0,5,13],gather:[1,2,13,34,39,40,41,42],gaug:[13,39,40],gauss:43,gauss_kernel:43,gaussbacksub:26,gaussian:[5,6,7,9,15,30,35,36,43],gaussian_point:15,gaussian_rbf:9,gave:[14,38,39],gavra:33,gbc:[29,33],gca:[3,7,9,14],gd:[2,28,37,40,41],gd_clf:11,gdclassiffiercgain:11,gdclassiffierconfus:11,gdclassiffierroc:11,gdfit:[0,39],gdm:[14,22,38,39],gdregress:11,ge:[2,6,8,30,34,37,40,41,42],gen:[1,8,37],gen_loss:5,gen_tap:5,gender:[1,33],genener:5,gener:[0,1,2,3,4,6,7,9,11,12,13,14,15,16,17,18,20,21,22,23,24,26,27,30,32,34,35,36,37,38,39,41,42],generaliz:[41,42],generallay:[13,39],generate_and_save_imag:5,generate_gauss_mask:43,generate_imag:5,generate_latent_point:5,generate_simple_clustering_dataset:15,generated_imag:5,generator_loss:5,generator_loss_list:5,generator_model:5,generator_optim:5,genom:25,geodes:12,geometr:[1,14,33],geometri:[6,35,36],georg:32,geotif:[7,27],geq:[3,6,9,10,14,34,35,37,38,42],geron:[1,16,22,29,32,33,38,39],get:[1,2,3,4,5,6,7,8,10,11,12,14,16,21,23,24,25,26,27,28,30,31,33,34,35,36,37,38,41,42,43],get_dummi:10,get_paramet:[3,42],get_pred_format:43,get_prev_a:43,get_split:10,get_yaxi:9,get_yticklabel:7,getattr:[],getval:[],gg:33,gibb:[25,33],gif:5,gini:11,gini_index:10,ginvers:14,git:[1,16,25,33],giter:[14,22,38,39],github:[1,7,10,16,17,18,20,21,22,25,27,28,29,31,32,33,34,37,38,39,40,41,42,43],gitlab:[1,16,25,27,28,33],gitta:[40,41,42],give:[1,2,3,4,6,7,8,9,10,11,13,14,15,18,25,27,28,30,33,34,35,36,37,38,39,40,41,42,43],given:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],glkfgrjhtlnplbx4:23,global:[0,7,8,14,27,37,38,39,43],gloriou:28,glorot:2,gnew:14,go:[1,2,4,6,7,9,10,12,13,14,23,27,33,34,35,36,37,38,40,41,42,43],goal:[1,8,10,33,37],goe:[1,2,3,6,7,14,15,19,26,33,34,35,36,37,38,39,41,42],golden:[14,38],gone:[6,34,35],gong:[2,41,42],good:[2,4,5,6,7,10,11,12,14,18,22,23,25,30,32,34,35,36,37,38,39,40,41,42,43],goodfellow:[5,28,29,32,33,34,35,37,38,40,41,42,43],googl:[2,5,22,23,24,25,33,39,41,42],got:[2,7,14,23,24,27,41,42],gotcha:[22,39],gotten:[33,41,42],gov:[7,27],gp:32,gpu:[2,14,22,25,33,38,39,41,42],grad:[3,14,22,23,24,38,39,41,42,43],grad_analyt:[14,38,39],grad_broadcast_to:[],grad_concatenate_arg:[],grad_np_sum:[],grad_two_lay:24,grade:[27,29],gradient:[1,4,5,8,9,10,13,23,25,33,34,43],gradient_bia:[41,42,43],gradient_desc:[22,38,39],gradient_func:23,gradient_kernel:43,gradient_weight:[41,42,43],gradientboostingclassifi:11,gradientboostingregressor:11,gradients_of_discrimin:5,gradients_of_gener:5,gradienttap:5,gradual:[2,15,40,41],grai:[5,7,27,43],graph:[2,10,12,13,14,37,38,39,40,41,42],graph_from_dot_data:10,graphic:[1,2,10,33,41,42],grasp:1,gray_r:[2,4,41,42,43],grayscal:[4,43],great:[6,14,23,24,37,38,40,42,43],greater:[0,2,8,30,37,40,41,42],greatli:[14,38,39],greedi:[10,37],green:[1,4,10,30,43],gregor:[41,42,43],grei:5,grid:[0,2,4,7,8,9,13,30,34,35,36,39,40,41,42,43],gridsearch:37,gridsearchcv:37,groh:[40,41,42],grossli:[14,37,38],ground:[1,33],group:[1,7,8,10,15,25,27,28,29,31,33,36],groupbi:[1,33],grow:[2,4,10,11,40,41,42,43],growth:[1,33],gru:5,guarante:[1,5,14,30,33,34,37,38,43],guess:[2,5,11,14,15,22,28,37,38,39,41,42],guestrin:11,guid:[2,23,41,42],guidanc:27,guidelin:[21,38,39],h1:[3,42],h:[1,2,6,7,9,14,17,19,22,23,27,30,31,32,33,34,37,38,39,41,42,43],h_1:[3,14,37,38,42,43],h_2:[3,14,37,38,42,43],h_:[1,14,33,37,38],h_ind:43,h_m:11,h_stride:43,ha:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,22,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],haa:31,habit:[1,34],had:[1,2,7,8,14,33,36,37,38,40,41,42],hadamard:[2,13,14,22,38,39,40,41,42],half:[2,9,10,40,41,42,43],half_dim:43,half_kernel_height:43,half_kernel_width:43,halv:11,hand:[1,2,3,4,6,12,13,14,16,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,43],handi:[4,27,28,43],handl:[1,2,3,6,10,12,24,25,35,40,41,42],handle_unknown:10,handsid:[13,40,41],handwrit:[13,39,40],handwritten:[2,6,41,42],handwrittennot:[37,39,42],happen:[2,3,4,5,6,7,11,14,30,34,38,39,40,41,42,43],hard:[0,2,8,9,11,14,23,24,37,38,40,41,42],hardcopi:[25,33],harder:[1,2,23,34,40,41],harmon:4,hasn:[],hassl:[1,16,25,33],hast:[25,33],hasti:[1,7,16,17,18,19,27,29,32,33,34,36,37],hat:[1,2,6,7,8,10,11,12,13,14,18,19,26,27,34,35,36,38,39,40],have:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43],haven:[2,24,41,42],he:[8,37],head:[1,5,11,30],header:[1,33],heads_proba:11,health:[1,34],hear:[1,14,33,38,39],heart:[1,8,33,37],heatmap:[0,1,2,4,8,33,37,41,42,43],heavili:1,heavisid:[2,41,42],height:[2,4,7,34,35,41,42,43],height_index:43,hein:42,held:[14,22,38,39],help:[1,2,5,13,14,17,22,27,28,33,38,39,40,41],helper:[5,15],henc:[1,6,7,9,10,11,13,14,19,27,33,34,35,36,37,38,39],henrik:[31,33],her:[8,37],here:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],hereaft:[1,9,13,33],hermitian:26,hessenberg:26,hessian:[1,3,6,14,17,22,35,39,42],heterogen:[10,11],hi:[8,37],hidden:[2,4,5,13,23,28,39],hidden_bia:[2,41,42],hidden_bias_gradi:[2,40,41,42],hidden_deriv:[41,42],hidden_func:[41,42],hidden_layer_s:[1,2,33,41,42],hidden_neuron:5,hidden_nodes1:[41,42],hidden_nodes2:[41,42],hidden_weight:[2,41,42],hidden_weights_gradi:[2,40,41,42],hierarch:[6,34,35],high:[1,2,3,4,5,6,7,10,11,12,14,15,22,23,25,26,27,33,34,36,37,38,39,40,41,42,43],higher:[1,2,4,6,7,9,14,22,27,28,33,34,35,36,37,38,39,41,42,43],highest:[2,3,41,42],highli:[1,4,5,11,19,25,26,28,32,33,34,35,36],highwai:1,hing:9,hint:[14,17,23,24,28,34,35,37,38],hip:[25,42],hire:1,hist:[0,5,7,8,30,36,37],histogram:[0,1,7,8,30,37],histor:[8,12,37],histori:[4,5,13,39,40,43],hitherto:[6,35],hjorth:[0,31,33,34,35,36,37,38,39,40,41,42,43],hobbi:30,hoc:[6,34],hoff:32,hold:[2,4,7,14,15,22,36,37,38,39,41,42,43],holder:[1,33],holm:[],holomorphic_grad:24,home:1,homepag:[27,28,33],homework:[7,14],homogen:[2,4,10,11,14,22,38,39],honchar:[3,42],hop:43,hopefulli:[1,12,30,33,39],horizont:[12,43],hornik:40,hors:[4,8,37,43],hot:[2,10,41,42,43],hour:[2,25,29,30,31,33,41,42],how:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,22,23,24,25,26,27,28,30,33,34,35,36,38,39,40,41,42],howev:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],hspace:[1,5,9,11,30,33,40,41],hstack:[2,41,42,43],htf:[29,33],html:[0,1,10,12,18,20,23,25,27,28,29,31,32,33,35,40,41,42],http:[0,1,4,5,7,10,12,14,17,18,20,21,22,23,24,25,26,27,28,29,31,32,33,34,35,36,37,38,39,40,41,42,43],huang:[1,33],huber:[1,33],huge:[2,4,5,25,40,41,42,43],human:[1,2,4,7,10,13,34,35,39,40,41,42,43],humid:10,hundr:[2,40,41],hungri:[2,40,41],huse:33,hvae:39,hybrid:29,hydrogen:[1,33],hyper:[22,28],hyperbol:[2,5,13,42],hyperparam:9,hyperparamat:40,hyperparamet:[4,5,6,7,10,14,18,33,34,35,37,38,39,43],hyperplan:12,i0:[1,33],i1:[1,7,9,13,33,34,35,39],i2:[1,9,13,33,39],i3:[1,13,33,39],i5:[1,33],i:[0,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,30,31,33,34,35,36,37,38,39,40,41,43],i_1:[6,7,35,36],i_2:[6,7,35,36],i_:[14,37,38],i_siz:[23,24],ian:32,iasuyvmceki:43,iayaan2:23,ic:[2,28,41,42],id:[8,14,37,38,39],ida:[31,33],idea:[1,2,3,4,5,7,10,11,13,14,26,27,28,34,35,36,37,38,39,40,41,42],ideal:[1,3,7,9,14,30,33,36,39,41,42],idem:[7,36],ident:[6,7,13,14,18,26,27,34,38,39,41,42,43],identical:[35,36],identifi:[1,2,8,10,12,13,14,15,33,34,37,38,39,41,42,43],ieor:30,ifft2:43,ifi:[32,42],ifs:[25,33],ignor:[1,2,4,10,34,40,41,42,43],ii:[26,30,41,43],iii:[26,33,41,43],ij:[1,2,4,7,9,13,15,17,19,26,27,30,33,34,35,39,40,41,42,43],ik:[1,26,33,34],ilg3ggewq5u:[40,41],illustr:[6,8,11,13,14,15,25,33,36,37,38,41],ilsvrc:[38,39],im:7,imag:[2,4,5,7,10,12,13,15,28,32,33,39,40,41,42],image_at_epoch_:5,image_batch:5,image_height:[4,43],image_of_cute_dog:43,image_path:[1,7,8,10,33,34,36,37],image_shap:43,image_width:[4,43],imageio:[7,27,43],images_from_seed_imag:5,imagin:[2,40,41],img:43,img_fft:43,img_height:43,img_path:43,img_width:43,immedi:[1,4,5,7,16,25,33],imper:43,implement:[1,3,4,5,6,7,9,10,11,12,13,14,15,18,22,23,24,27,28,30,33,34,35,37,38,40,43],impli:[4,6,7,8,14,26,34,35,36,37,38,43],implicit:[4,43],implicitli:[12,30],importantli:4,impos:[1,7,12,13,33,39,40,41,42],imposs:[1,6,33,34],impress:[1,13,33,39,40],improv:[1,5,6,10,11,12,14,22,23,27,28,34,39],impur:10,imread:[7,27,43],imshow:[2,4,5,7,27,41,42,43],in1:[],in2:[],in3050:[32,33],in3310:33,in4080:[32,33],in4300:[32,33],in4310:32,in5400:4,in5550:32,in_out_neuron:5,inaccur:[14,37,38],inact:[13,39,40,41],inadequ:[1,33],inbetween:43,inch:[7,34,35],includ:[1,2,3,4,5,6,7,8,12,13,16,17,18,21,23,24,25,27,28,30,31,32,33,34,35,36,41,42,43],include_bia:[7,10,36],inclus:[18,39],incom:[13,39,40],inconveni:43,incorpor:43,incorrect:[2,41,42],incoveni:9,increas:[0,1,2,4,5,6,7,9,10,12,13,14,22,27,30,33,34,35,36,38,39,40,41,42,43],increasingli:30,increment:38,ind:7,inde:[1,3,5,6,7,14,33,34,40,42],indefinit:5,independ:[1,6,7,8,9,13,14,30,33,34,37,38,39],index:[1,2,4,5,11,15,25,26,28,30,32,33,41,42,43],index_col:[1,33],indic:[1,2,4,5,6,7,10,11,12,14,17,22,27,28,33,34,38,39,40,41,42,43],indispens:[7,36],individu:[2,7,8,11,13,30,33,34,36,37,39,40,41,42],indu:1,indx1:[3,42],indx2:[3,42],indx3:[3,42],indx:26,ineffici:[4,14,38,39],inequ:[9,14],inequaltii:[37,38],inertia:[14,22,38,39],inf1000:[25,33],inf1100:[25,33],inf1100l:[25,33],inf1110:[25,33],inf3000:33,infeas:[10,43],infer:[1,2,5,7,32,33,36,41,42],inferenc:[2,41,42],infil:[1,7,8,10,33,36,37],infin:[6,7,8,12,19,34,35,36,37,40,41],infinit:[4,43],infinitesim:30,influenc:[7,11,36,37],influenti:[2,41,42],info:33,inform:[1,2,4,5,7,10,12,13,14,15,22,26,27,28,32,33,36,37,38,39,40,41,42,43],infti:[4,7,14,30,36,37,38,40,43],ingeni:[14,37,38,39],ingrad:[],ingredi:[1,10,33],inher:[7,36],inherit:[26,33,43],inhomogen:3,init:43,initi:[1,2,3,7,11,14,15,26,28,30,33,36,37,38,39,40,41,42,43],initialis:43,inititi:[41,42],inject:15,inlin:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,26,27,30,33,34,35,36,37,38,39,40,41,42,43],inner:[1,14,34,38],inp:5,inplac:14,inpput:40,input:[0,1,2,4,5,6,7,8,9,13,14,15,22,27,28,30,33,34,35,36,37,38,39,43],input_channel:43,input_channel_index:43,input_dim:[2,41,42],input_grad:43,input_index:43,input_map:43,input_nod:[41,42],input_s:23,input_shap:[4,5,43],inputs:[2,41,42],inputs_shuffl:[1,2,34,41,42],insert:[4,6,7,9,11,30,34,35,36,43],insid:[0,1,5,8,23,37],insight:[1,2,6,22,25,28,33,34,35,36],insightful:43,insist:[7,14,34,35,38],inspect:37,inspir:[1,2,13,28,33,39,40,41,42],instabl:[3,42],instal:[1,2,6,7,10,16,41,42],instanc:[1,2,3,5,7,10,12,14,33,34,36,37,38,41,42,43],instanti:[11,43],instead:[1,2,3,4,5,6,7,9,10,12,14,15,22,23,24,26,27,30,33,34,36,37,38,39,41,42,43],institut:[2,41,42],instruct:[1,2,16,17,33,41,42],int32:11,int_0:30,int_:[4,7,30,36,40,43],int_a:30,intak:[1,34],integ:[2,3,14,15,26,30,33,38,39,41,42],integer_vector:[2,41,42],integr:[4,7,30,33,36,43],intellig:[1,15,32,33],intend:[11,43],intens:[2,40,41],intention:15,interact:[1,7,10,13,25,27,28,33,39,40],intercept:[1,7,9,12,14,17,27,33,35,36,37,38,39],intercept_:[1,7,9,10,14,33,34,35,37,38],interchang:[6,13,26,35,36,39,40],interconnect:[2,40,41],interest:[0,1,2,3,4,5,6,7,8,9,10,13,22,25,27,28,30,33,34,35,36,37,38,39,40,41,42,43],interfac:[1,2,26,34,41,42,43],interior:[1,10,33],intermedi:[26,34],intermediari:[23,24],intermeti:24,intermetidari:24,intern:[2,11,13,24,39,40,41,42],interpol:[2,4,5,7,13,27,39,40,41,42,43],interpr:[6,34,35],interpret:[1,2,7,10,11,13,14,18,20,23,26,27,28,30,40,41,42,43],interv:[1,4,6,7,8,14,19,27,30,33,34,35,37,38],intial:[14,37,38],intiat:43,intiti:43,intract:[1,5,34],intric:43,intricaci:43,intrins:[4,12,26,30,33,43],intro:[25,32,33,42],introduc:[1,2,6,7,9,11,13,18,26,27,30,33,36,37,40,41,42,43],introduct:[2,3,5,14,18,21,32,34,37,38,41,42],introductori:[1,5,26,32,33,34],intuit:[1,6,7,9,13,14,22,27,33,35,36,38,39,40,41],intuiton:43,inv:[1,6,14,22,33,34,35,37,38,39],invalid:[9,41,42],invalu:[1,14,16,25,33,37,38],invari:[2,41,42,43],invd:[6,35],inver:[9,39,40],invers:[1,4,7,14,16,17,18,22,27,28,33,34,37,38,39,43],inverse_transform:9,invert:[1,6,8,11,14,22,33,35,37,38,39],invh:[14,22,38,39],invok:[1,9],involv:[0,1,3,7,8,12,13,34,36,37,38,39,40,41,42,43],io:[1,18,20,25,27,29,31,32,33,34,42],ion:39,ip:[1,9,30,33],ipca:12,ipykernel_12550:[],ipykernel_12588:[],ipykernel_1323:[],ipykernel_1390:[],ipykernel_1539:[],ipykernel_1579:[],ipykernel_20753:2,ipykernel_20789:7,ipykernel_20912:33,ipykernel_20933:36,ipykernel_20948:38,ipykernel_20969:41,ipykernel_20981:42,ipykernel_22411:[],ipykernel_22458:[],ipykernel_22556:[],ipykernel_22575:[],ipykernel_47048:[],ipykernel_55841:[],ipykernel_57122:[],ipykernel_57183:[],ipykernel_57294:[],ipykernel_57311:[],ipykernel_57345:[],ipykernel_58656:[],ipykernel_58739:[],ipykernel_58840:[],ipykernel_58862:[],ipykernel_59478:[],ipykernel_59625:[],ipykernel_59734:[],ipykernel_59752:[],ipykernel_59845:[],ipykernel_6316:[],ipykernel_6403:[],ipykernel_64157:[],ipykernel_64203:[],ipykernel_64318:[],ipykernel_64336:[],ipykernel_64372:[],ipykernel_6690:[],ipykernel_6729:[],ipykernel_87117:[],ipykernel_87155:[],ipykernel_87222:[],ipykernel_87367:[],ipykernel_87525:[],ipykernel_87545:[],ipykernel_87566:[],ipykernel_87597:[],ipykernel_87605:[],ipykernel_92604:[],ipykernel_93488:[],ipykernel_94023:[],ipykernel_94076:[],ipykernel_94272:[],ipykernel_94293:[],ipykernel_94310:[],ipykernel_94334:[],ipykernel_94373:[],ipykernel_95354:[],ipykernel_95419:[],ipykernel_95519:[],ipykernel_95542:[],ipykernel_96681:[],ipykernel_98400:[],ipynb:[25,27,33,43],ipython:[1,6,8,10,12,15,16,25,27,28,33,34,37],iq:[7,36],iri:[9,10,23],irreduc:[7,36],irrelev:[6,34],irrespect:[1,33],irvin:28,isbox:24,isclos:23,iscomplexobj:[],iseffici:[38,39],isfinit:23,isinst:43,isn:[6,35,36,43],isnan:[41,42,43],isnul:1,isolo:24,isomap:12,isotop:[0,33,37,38,41,42],issu:[2,10,26,35,40,41,42,43],it_arrai:[14,38],item:[1,14,33,38,43],items:[26,33],iter:[0,2,3,5,7,9,10,12,14,15,22,30,36,37,39,40,41,42],its:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,19,23,25,26,27,28,30,33,35,36,37,38,39,40,41,42,43],itself:[6,7,13,20,27,28,30,34,35,36,40],iv:[24,41,43],ix:[41,42,43],j1:26,j:[1,2,3,4,5,6,7,9,10,12,13,14,15,17,18,19,20,26,27,30,32,33,34,35,36,37,38,39,40,41,42,43],j_:7,j_lasso_sk:7,j_ridge_sk:7,j_sk:7,jackknif:[7,25,33,36],jacobian:[3,14,24,37,38],jacobian_shap:[],jakobsen:31,jason:5,jax:[25,28,33,40],jax_descend_i:[22,39],jax_descend_x:[22,39],jax_enable_x64:[22,39],jax_grad:[22,39],jensen:[0,31,33,34,35,36,37,38,39,40,41,42,43],jentzen:[40,41,42],jerom:[19,27,32],ji:[13,26,40,41],jit:[14,38],jj:[1,6,7,33,35,36],jk:[1,2,7,13,26,33,39,40,41,42],jl:[1,33],jm:26,jmlr:42,jnp:[14,22,38,39],job:[3,9,11,42],johansen:33,join:[1,4,5,7,8,10,15,33,34,36,37,43],joint:[5,6,35,36],jpg:43,judg:[14,37,38],judgement:[7,27],julia:[25,26,27],juliu:[40,41,42],jump:[27,30],junk:5,jupit:33,jupyt:[1,10,16,20,25,27,32,33,40,41,42],just:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,24,25,27,28,30,33,34,35,36,37,38,39,40,41,42,43],justif:1,justifi:[4,11,43],k0:[0,8,37],k1:[0,8,37],k:[0,1,2,4,6,7,8,9,10,11,12,13,14,15,23,25,26,27,30,31,33,34,35,38,39,42,43],k_:43,k_half_height:43,k_half_width:43,k_x:43,k_y:43,kaggl:[7,27,28],kajda:[41,42,43],kappa_d:30,karl:[31,33],karush:9,katrin:[31,33],keep:[1,2,5,6,7,12,14,15,23,24,26,27,28,33,34,35,36,37,38,39,40,41,43],keepdim:[2,7,11,26,36,41,42,43],kei:[1,2,4,7,13,34,39,41,42],kept:[5,7,15,36],ker1:43,ker2:43,ker_coef:43,kera:[1,5,25,27,28,33],kernel:[1,2,4,5,15,25,33,34,41,42],kernel_feature_maps_index:43,kernel_fft:43,kernel_height:43,kernel_input_channels_index:43,kernel_librari:[4,5,15,43],kernel_regular:[2,4,41,42,43],kernel_reshap:43,kernel_s:5,kernel_width:43,kernelpca:12,kev:[1,33],kevin:[32,33],keyboardinterrupt:[2,41,42,43],keyerror:24,keyword:[7,14,26,33,41,42],kfold:[7,36,37],kg:[2,41,42],ki:26,kick:[2,14,38,39,40,41],kiener:[3,42],kilomet:[7,34,35],kind:[1,3,4,5,9,13,14,15,33,34,38,39,40,41,42,43],kj:[7,13,26,34,35,40,41,42],kjm:[25,33],kkt:9,kl:30,km:[13,33,39],kmean:15,kmeanspoint:15,kn_k:15,know:[1,2,3,6,7,9,14,25,33,34,35,37,38,39,40,41,42],knowledg:[1,25,33],known:[0,2,4,5,6,7,8,9,10,13,26,27,28,30,32,34,35,36,37,39,40,41,42,43],kondev:[1,33],kp:30,kpca:12,kristin:42,kroneck:15,kuckuck:[40,41,42],kuhn:9,kumar:42,kutyniok:[40,41,42],kvalsund:[31,33],kwarg:[3,23,24,41,42],kwown:[1,33],l0:[0,8,37],l1:[0,1,2,4,8,33,37,41,42,43],l1_l2:[2,4,41,42,43],l1regl:6,l2:[2,4,41,42,43],l:[0,1,2,3,4,6,7,8,9,11,12,13,14,20,24,26,27,30,33,34,37,38,39,42,43],l_1:[0,8,37,40],l_2:[0,8,14,28,37,38,40],l_:26,l_j:[13,40,41],l_ja:[41,42],la:[14,38],la_i:[13,40,41,42],la_k:[13,40],lab:[21,25,27,33],label:[1,2,3,4,5,6,7,8,9,10,11,13,14,15,22,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],label_prob:[38,39],labelencod:[0,8,11,37],labels:[7,9,10],labels_shuffl:[1,2,34,41,42],laboratori:[29,35],lack:[1,33],lagari:[3,42],lagrang:[9,12],lam:[41,42,43],lambda:[0,1,2,3,4,6,7,8,9,11,13,14,18,19,22,27,28,30,33,34,35,36,38,39,40,41,42,43],lambda_0:12,lambda_1:[6,9,12,34],lambda_2:[9,12],lambda_:12,lambda_i:[9,12],lambda_iy_i:9,lambda_jy_iy_j:9,lambda_k:9,lambda_n:[6,9,34],lamda:[2,41,42],land:[1,9],landmark:9,landscap:[14,22,37,38,39],langl:[1,7,12,30,33,34],languag:[1,2,5,9,16,25,26,27,28,32,33,40,41],lapack:[26,33],laplac:[6,35,36],laptop:25,larg:[1,2,3,5,6,7,9,10,11,12,14,16,25,26,27,30,32,33,34,36,37,38,39,40,41,42,43],larger:[1,4,6,7,9,11,12,14,18,24,30,33,34,35,36,37,38,39,43],largest:[5,9,12],larn:43,lass:28,lasso:[0,1,8,25,28,33],lasso_sk:7,last:[1,2,3,4,5,6,7,8,9,11,13,14,15,18,19,23,24,26,27,30,31,33,35,36,38,42,43],latent:5,latent_dim:5,latent_point:5,latent_space_value_rang:5,later:[0,1,2,5,8,9,13,14,15,16,23,24,25,27,28,33,37,38,39,40,42,43],latest:[5,25],latest_checkpoint:5,latex:33,latrpygrtttbnjr3znuhl:24,latter:[1,4,7,8,9,12,14,17,26,27,30,33,34,35,36,37,38,39,40,43],lattic:[13,39,40],law:1,lax_numpi:[22,39],layer:[1,5,14,22,28,33,38,39],layer_grad:24,layer_input:24,layer_output_s:[23,24],layers_grad:23,lbfg:[0,8,10,11,12,37],lcc:[6,7,35,36],lda:12,ldot:[1,7,12,20,27,33,36,37],le:[6,8,11,14,18,22,30,34,35,37,38,39,43],lead:[0,1,2,4,6,7,8,9,10,11,12,13,14,17,18,23,24,26,30,33,34,35,36,37,38,39,40,41,42,43],leaf:10,leaki:[2,28,40,41,42],leakyrelu:5,lear:[14,37,38],learn:[0,4,5,6,7,8,9,10,11,13,19,23,26,29,31,32],learnabl:[4,43],learner:11,learnig:33,learning_r:[0,9,11,22,23,39,42,43],learning_rate_init:[1,2,33,41,42],learning_schedul:[14,22,38,39],learnt:[27,28],least:[1,8,9,11,12,16,17,18,20,22,25,26,28,30,36,37,43],leat:[14,22,38,39],leav:[1,2,4,6,7,10,12,23,33,35,36,37,40,41,43],lectur:[1,2,6,11,12,13,14,16,18,22,25,26,27,28,29,31,32],lecture_11_backpropag:42,lecturenot:[1,18,20,25,27,32,33],left:[0,1,2,3,4,6,7,8,9,10,11,12,13,14,15,17,18,20,26,27,30,33,34,35,36,37,38,39,40,41,42,43],leftarrow:[9,13,40,41,42],legend:[0,1,3,4,5,6,7,8,9,10,11,14,23,33,34,35,36,37,38,39,42,43],legend_el:23,len:[1,2,3,4,5,6,7,9,10,11,12,13,23,24,26,33,34,35,36,38,39,40,41,42,43],length:[1,2,4,5,9,10,14,17,23,25,33,34,37,38,39,41,42,43],length_of_sequ:5,leq:[1,6,8,9,14,15,30,33,34,35,37,38],less:[1,2,4,5,6,7,9,10,14,25,30,33,34,35,36,37,38,39,41,42,43],lessen:[2,40,41],let:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,24,26,30,33,34,35,36,37,38,39,40,41,42,43],letter:[1,17,26,30,33,34],level:[1,2,6,7,10,25,26,27,28,29,31,33,36,40,41,42],lfloor:43,li:[9,12],lib:[0,1,3,4,5,7,8,9,10,12,15,22,23,24,33,35,37,39,43],liblinear:[9,11],libmetal_plugin:[4,5,15,43],librari:[1,2,3,4,5,6,7,8,10,11,12,15,16,22,26,27,28,30,32,34,35,37,41,42,43],library_loc:[4,5,15,43],licens:[1,2,16,25,27,28,33,41,42],lie:[1,7,12,30,33,34,36],life:[1,2,9,13,33,39,40,41,42],lifetim:[14,38,39],like:[1,2,3,4,5,6,7,8,10,11,12,13,14,16,17,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],likelihood:[1,2,6,10,33,34,38,39,41,42],lim_:30,lima:31,limit:[0,1,6,7,9,10,12,13,22,26,27,28,33,34],lin_clf:9,lin_model:1,lin_reg:10,linalg:[1,3,6,7,9,12,14,22,26,30,33,34,35,37,38,39,40,42,43],line1:9,line2:9,line2d:[22,38,39],line3:9,line:[1,2,3,4,5,7,8,9,11,12,14,15,22,23,24,27,33,34,35,36,37,38,39,40,41,42,43],linear:[0,2,4,6,7,8,10,11,12,13,18,19,22,23,25,27,30,36,38,39,40,41,42,43],linear_model:[0,1,6,7,8,9,10,11,12,14,33,34,35,36,37,38,39,40],linear_regress:[7,36,41,42],linearli:[6,34],linearloc:[7,14,27,37,38],linearregress:[1,7,8,10,33,34,35,36,37],linearsvc:9,lineat:35,liner:[2,4,41,42,43],linerar:11,linewidth:[1,3,5,7,9,10,11,27,36,42],link:[1,5,10,13,23,25,27,28,31,33,40],linlag:[6,35],linpack:[26,33],linreg:[1,33],linspac:[1,3,4,5,7,9,10,11,14,16,17,22,26,30,33,34,35,36,38,39,42],linu:5,linux:[1,2,16,25,27,33,41,42],liquid:[1,33],list:[1,2,3,4,5,8,10,23,24,25,27,28,33,34,37,38,39,42],listcomp:[],listedcolormap:[10,11],literatur:[2,8,15,32,36,37,40,41,43],littl:[2,4,10,13,24,40,41,43],live:9,ll:[1,30,33,34],lle:[1,34],lloyd:[5,15],lmb:[1,3,6,7,35,36,37,42],lmbd:[1,2,4,33,41,42,43],lmbd_val:[1,2,4,33,41,42,43],lmbda:[14,37,38],ln:[2,14,37,38,41,42,43],load:[0,1,2,4,5,7,8,10,11,15,27,37,41,42,43],load_boston:1,load_breast_canc:[0,2,8,10,11,12,37,41,42],load_data:[4,5,43],load_digit:[2,4,41,42,43],load_iri:[9,10,23],load_librari:[4,5,15,43],load_pluggable_device_librari:[4,5,15,43],loc:[0,1,4,7,8,9,10,11,23,33,36,37,43],local:[0,1,2,3,4,8,13,14,23,24,34,37,38,39,40,41,42,43],locat:[3,4,9,42,43],log10:[1,6,7,35,36,37,41,42,43],log:[0,1,2,3,5,6,7,8,10,11,12,14,23,26,27,28,33,34,35,36,37,38,39,41,42,43],log_:[1,33],log_clf:11,logaddexp2:[],logaddexp:[],logarithm:[0,1,6,8,26,33,35,36,37],logbook:[27,28],logic:[1,2,10,33,40,41],logist:[1,2,3,9,10,11,12,13,14,22,25,34,42,43],logistic_predict:[38,39],logistic_regress:[41,42],logisticregress:[0,8,10,11,12,37,39,40],logit:[0,8,37],logreg:[0,8,10,11,12,37,39,40],logspac:[1,2,4,6,7,33,35,36,37,41,42,43],longer:[3,4,9,11,15,26,28,30,33,42,43],loocv:[7,36,37],look:[1,2,3,4,5,6,7,8,9,10,11,12,14,17,19,22,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],loop:[2,5,7,11,13,15,24,25,26,33,36,41,42,43],lose:[2,41,42],loss:[0,1,2,4,5,6,7,8,9,11,12,14,23,26,27,28,33,35,36,39,40,41,42,43],loss_fil:5,lossfil:5,lost:5,lot:[1,2,5,7,36,38,39,40,41,42],low:[1,7,10,11,12,27,33,34,36,43],lower:[1,2,4,7,10,11,17,23,26,34,40,41,42,43],lowercas:[26,33],lowest:[10,14,30,38,39],lr:[2,4,5,11,41],lrelu:[41,42,43],lstat:1,lstm:5,lstm_2layer:5,lstsq:[1,33,34],lt:[7,36],lu:[1,6,33,34],lubksb:26,luckili:[3,42],ludcmp:26,lux:26,lvert:[2,41,42],lw:[1,33],lwwrf64f4qkqt:43,m:[1,2,3,4,6,7,9,10,11,12,13,14,22,26,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],m_1:15,m_:[10,13,40,41],m_h:[1,33],m_k:15,m_l:[13,40,41],m_n:[1,33],m_p:[1,33],m_t:[14,38,39],ma:12,machin:[2,4,5,6,7,8,10,11,12,13,16,22,26,29,32,34,35,36,39,40,41,42,43],machinelearn:[1,7,17,18,20,21,25,27,29,31,32,33,37,38,39,42,43],mackai:32,made:[1,2,4,5,6,7,8,10,12,13,19,27,28,33,34,37,39,40,41,43],mae:[1,33],magic:5,magnitud:[0,2,7,8,14,23,34,35,37,38,39,40,41,42],mai:[0,1,2,3,4,6,7,8,9,10,12,13,14,19,22,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],mail:[29,31],main:[1,2,4,5,6,7,8,10,26,27,28,32,34,37,40,41,43],mainli:[0,1,6,7,8,10,33,34,35,36,37],maintain:[7,36,43],major:[2,7,10,11,14,26,33,36,37,38,39,41,42,43],make:[0,2,3,4,5,6,7,8,9,12,13,14,22,23,24,25,26,27,28,30,32,35,36,37,38,39,40,41,42,43],make_axes_locat:7,make_classif:[39,40],make_moon:[9,10,11],make_pipelin:[1,7,11,34,36],make_vjp:24,makedir:[1,7,8,10,33,34,36,37],makeplot:[1,33],malcondit:26,malign:[0,2,8,10,37,41,42],mammographi:[6,35,36],manag:[1,3,4,16,25,27,33,42,43],mandatori:[24,31,33],mani:[0,1,2,4,5,6,7,8,9,10,12,14,15,22,23,24,25,26,27,28,30,32,33,34,35,36,37,38,39,40,41,42,43],manifold:12,manner:[4,43],manual:[7,23,24,34,35,37],map:[1,2,3,7,8,9,12,13,15,27,30,33,37,39,41,42,43],marc:34,margin:[1,6,9],marit:[1,33],mariu:[],mark:[33,43],markedli:43,marker:[1,8,22,26,33,37,39],markov:[25,33],marsaglia:30,mass:[1,2,6,14,34,38,39,41,42],massag:[1,33],masses2016:[1,33],masses2016ol:[1,33],masses2016tre:1,masseval2016:[1,33],master:[7,17,21,27,29,31,37,38,39,42,43],mat1100:[25,33],mat1110:[25,33],mat1120:[25,33],mat:[25,33],match:[2,5,6,14,15,34,37,38,39,40,41],match_complex:[],materi:[5,6,8,14,18,26,31,38,39],math:[0,4,8,13,14,22,26,30,32,33,37,38,39,40,41,42,43],mathbb:[1,5,6,7,8,9,12,13,14,15,18,19,20,26,27,30,33,34,35,36,37,38,39,40],mathbf:[0,1,6,7,8,9,14,19,20,22,26,27,33,34,35,36,37,38,39,40],mathcal:[0,2,6,7,8,14,20,27,35,36,37,38,41,42],matheemat:4,mathemat:[1,7,12,13,14,18,23,25,26,30,32,33,35,37],mathemati:33,mathmlbook:17,mathrm:[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,18,19,20,27,30,33,34,35,36,37,38,39,40,41,42,43],matmul:[2,3,6,35,40,41,42],matmul_adjoint_1:[],matmul_vjp_1:[],matnat:32,matplotlib:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,22,23,24,25,26,27,30,33,34,35,36,37,38,39,40,41,42,43],matric:[1,2,4,5,7,8,9,12,14,17,18,25,34,37,38,40,41,42],matrix:[1,3,4,5,7,8,9,11,14,16,17,18,19,20,22,23,27,28,30,36,40,43],matshow:[2,41,42],matter:[3,4,14,34,37,38,39,40,42,43],max:[1,2,3,4,5,10,11,13,14,22,23,31,33,37,38,39,40,41,42,43],max_depth:[1,10,11],max_diff1:[3,42],max_diff2:[3,42],max_diff:[3,42],max_h:43,max_it:[0,1,2,9,10,12,14,33,37,38,39,40,41,42],max_iter:15,max_leaf_nod:11,max_pixel:43,max_sampl:11,max_w:43,maxdegre:[1,7,11,34,36],maxdepth:11,maxim:[0,2,5,6,8,9,12,35,36,37,41,42],maximum:[0,1,3,4,6,8,9,10,11,14,15,33,34,38,39,42,43],maxpolydegre:[6,7,35,36,37],maxpooling2d:[4,43],mbox:[6,7,19,27,34,35,36],mcculloch:[13,39,40],md:[12,21,27,38,39],mdoel:5,mean:[2,3,4,5,6,7,8,10,11,12,13,14,15,16,17,18,19,20,22,24,25,26,27,28,30,33,36,38,39,40,41,42,43],mean_absolute_error:[1,33],mean_divisor:15,mean_i:30,mean_matrix:15,mean_squared_error:[1,5,7,8,11,33,34,36,37],mean_squared_log_error:[1,33],mean_vector:15,mean_x:30,meaning:[1,5,8,33,37],meansquarederror:[1,33],meant:[0,4,8,11,14,37,38,39,40,43],measur:[1,2,3,6,7,10,12,13,15,20,27,28,30,33,34,35,36,40,41,42,43],mechan:[1,5,30,33],median:[1,33,34],medicin:[13,39,40],medium:[5,9,14,28,38,39,43],medv:1,meet:[1,31],mehta:[1,33,34,35],memori:[4,5,12,13,14,22,26,38,39,40],mention:[1,13,14,27,28,30,33,37,38,39,40,43],mere:[1,16,28,33,43],meshgrid:[3,6,7,9,10,11,12,27,34,41,42],mess:[],messag:[6,14,38,39,43],messi:[3,42],messier:24,met:[1,4,9,34],metadata:[],meteorolog:10,meter:[7,34,35],method:[0,1,2,3,4,5,6,8,9,12,13,15,17,18,19,20,23,24,25,26,28,30,32,34,35,40,43],metion:[7,27],metric:[0,1,2,4,7,8,10,11,15,16,17,23,24,33,34,36,37,41,42,43],metropoli:[25,33],mev:[1,30,33],mgd:[14,38,39],mglearn:[25,33],mgrid:[14,38,43],mhjensen:[0,4,5,7,9,10,12,15,22,39,43],mi:11,mia:[31,33],michael:[28,40,41],michigan:[0,33,35,37,38,39,41,42],microsoft:32,mid:[2,41,42],midel:5,midnight:[17,18,19,20,21,22,23,24],midpoint:10,might:[1,2,3,5,7,10,14,24,34,35,37,38,39,40,41,42,43],mild:10,millimet:[7,34,35],million:[1,33,34,38,39],mimic:[13,39,40],min:[1,3,6,9,10,42],min_:[1,3,6,15,18,33,34,35,42],min_samples_leaf:10,mind:[1,7,14,23,27,33,34,35,36,37,38],mindboard:5,mine:[25,33],mini:[2,12,13,14,22,28,37,40,41],minibatch:[2,12,14,41,42,43],minibathc:[14,38,39],miniforge3:[0,1,3,4,5,7,8,9,10,12,15,22,23,24,33,35,37,39,43],minim:[1,2,3,4,6,7,8,9,10,11,12,13,14,15,18,19,22,27,34,35,36,38,39,40,41,43],minima:[1,2,8,14,33,37,38,39,41,42],minimum:[1,2,3,7,9,10,12,14,34,36,37,38,39,41,42],minmaxscal:[1,34,41,42],minor:[30,43],minst:[2,41,42],minu:[8,37],mirjalili:33,mirror:[10,43],misc:[7,27],misclassif:[9,10,11],misclassifi:[9,11],miser:1,mismatch:[2,40,41],miss:[1,8,11],mistak:5,mit:[32,43],mix:[2,3,33,40,41,42],mixtur:[14,22,38,39],mk:[10,26],mkdir:[1,7,8,10,33,34,36,37],ml:[1,2,11,14,26,27,28,34,37,38,39,40,41,42],mlab:30,mlbook:33,mle:[6,8,37],mlp:[2,39,40,41,42],mlpclassifi:[2,39,40,41,42],mlpregressor:[1,33],mlq:42,mm:26,mml:34,mn:[13,30,39],mnist:[2,12,28,40,41,42],mnist_784:43,mod:30,mode:[29,31,33,41,42,43],model:[0,3,4,6,8,9,10,11,12,14,15,16,17,19,20,22,23,25,27,30,32,34,35,36,37,38],model_select:[0,1,2,4,6,7,8,10,11,12,33,34,35,36,37,41,42,43],moder:11,modern:[1,7,8,25,33,36,37,40,41,42],modif:[3,13,14,38,39,42],modifi:[0,1,2,4,6,8,9,11,13,14,33,34,35,37,38,39,40,41,42,43],modul:[0,1,10,12,26,33,35,43],modular:[30,43],modulo:30,moe:[12,34],moment:[6,7,14,22,30,35,36,41,42,43],moment_correct:[41,42,43],momentum:[24,28,40,41,42,43],momentum_schedul:[41,42,43],mondai:33,monitor:[14,22,38,39],monochrom:43,monoton:[6,13,30,35,36,39,40,41,42],mont:[1,7,25,30,32,33,36],moor:[6,7,35],more:[1,2,3,5,6,8,9,10,11,12,13,14,15,19,23,24,25,28,30],moreov:[1,4,43],morten:[0,31,33,34,35,36,37,38,39,40,41,42,43],most:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,24,25,27,30,33,34,35,36,37,38,39,40,41,42,43],mostli:[2,12,40,41],motion:[1,14,38,39],motiv:[2,5,40,41],move:[1,5,6,7,8,10,13,14,15,22,23,24,27,30,34,35,36,37,38,39,40,41,42,43],mpl:[1,8,33,37],mpl_toolkit:[3,7,14,27,37,38,42],mplot3d:[3,7,14,27,37,38,42],mplregressor:[2,41,42],mqa:43,mse:[1,5,6,7,10,11,16,17,18,20,24,27,28,33,34,35,36,37,41,42],mse_der:24,mse_simpletre:11,mselassopredict:[6,35],mselassotrain:[6,35],mseownridgepredict:[7,35],msepredict:[6,35],mseridgepredict:[1,6,7,35,37],msetrain:[6,35],msle:[1,33],mt:[0,8,13,37,39,40,41],mu0:30,mu1:30,mu2:30,mu:[1,7,12,14,30,33,36,38,39],mu_1:34,mu_:[7,30,34,35,36],mu_i:[7,34,35],mu_n:12,mu_x:30,much:[1,2,3,4,5,6,7,9,10,11,12,13,14,23,24,26,27,30,33,34,35,36,38,39,40,41,42,43],multi:[1,2,4,8,25,33,37,43],multiarrai:23,multiclass:[0,2,8,37],multidimension:[12,13,33,39,40],multilay:[2,41,42],multinomi:[0,8,37],multipl:[0,3,5,6,7,8,13,14,24,30,34,36,37,38,39,40],multipli:[4,6,7,12,14,26,30,34,35,38,43],multiplum:9,multivari:[1,3,11,12,25,30,33,42],multivariate_norm:[12,15],murphi:[12,32,33],must:[2,3,6,7,9,11,13,14,15,24,30,34,36,37,38,39,40,41,42,43],mutat:[8,37],mutual:[2,4,7,14,36,37,38,40,41,42,43],mx_:30,myenv:[0,1,3,4,5,7,8,9,10,12,15,22,23,24,33,35,37,39,43],myriad:[1,16,25,33],mz1:30,mz2:30,n1:26,n2:26,n:[0,1,2,3,4,5,6,7,8,9,11,12,13,14,15,16,17,18,19,20,22,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],n_0:[13,30,39],n_:[2,3,4,9,13,30,39,41,42,43],n_boostrap:[7,11,36],n_bootstrap:[7,36],n_categori:[2,4,41,42,43],n_cluster:15,n_compon:12,n_data:[0,39],n_epoch:[14,22,38,39,41,42,43],n_estim:11,n_examples_to_gener:5,n_featur:[2,40,41,42],n_filter:[4,43],n_hidden:[3,42],n_hidden_neuron:[1,2,33,40,41,42],n_i:30,n_input:[1,2,4,34,40,41,42,43],n_instanc:10,n_iter:[37,38],n_iter_i:[0,10,12],n_job:11,n_k:15,n_l:[13,30,39],n_layer:[2,41,42],n_m:10,n_neuron:[2,41,42],n_neurons_connect:[4,43],n_neurons_layer1:[2,41,42],n_neurons_layer2:[2,41,42],n_output:[40,41],n_point:15,n_sampl:[7,9,10,11,15,36,39,40],n_split:[7,36,37],n_step:5,n_t:[3,42],n_x:[3,42],nabla:[2,14,37,38,41,42],nabla_:[3,14,22,37,38,39,42],nabla_w:[14,38,39],nafter:[41,42,43],nag:[14,38,39],naimi:[1,33],naiv:[0,8,37,43],naive_kmean:15,najafi:[31,33],name:[1,2,4,5,6,7,8,9,10,11,13,14,15,16,23,25,26,27,30,31,33,34,35,36,37,38,39,40,41,42,43],nameerror:[11,27],namespac:[4,5,15,43],nan:[41,42,43],narrow:[14,38,39],nary_f:24,nary_op_arg:24,nary_op_kwarg:24,nary_oper:24,nation:[2,6,35,36,41,42],nativ:[25,33],natur:[1,2,5,9,10,13,14,27,28,30,32,33,37,38,39,40,41,42],navier:[13,39,40],nb:30,nb_:26,nbconvert:33,nbviewer:10,nd:15,ndarrai:[7,41,42,43],nderiv:[41,42,43],ndim:38,ne:[10,11,26,30,34],nearest:[2,4,7,12,41,42,43],nearli:[14,37,38],neat:33,neatli:43,neccesari:[7,36],necess:[3,42,43],necessari:[1,2,4,5,9,15,33,40,41,42,43],necessarili:[1,5,12,30,33],necesserali:[6,35,36],necessit:43,neck:[8,37],need:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,22,23,24,26,28,30,34,35,36,37,38,39,40,41,42,43],neg:[0,1,2,4,6,7,8,11,14,26,30,33,35,36,37,38,39,40,41,42,43],neg_mean_squared_error:[7,36,37],neglect:30,neglig:30,neighbor:[4,7,12,43],neither:[5,14,38,39,43],neq:[14,15,30,37,38],nerual:[41,42],nervou:[13,39,40],nest:[10,13,39],nesterov:[14,38,39],net:[3,5,13,39,40,42],netlib:[26,33],network:[1,10,14,22,23,24,25,32,34,38],network_input_s:[23,24],neural:[0,1,14,22,23,24,25,32,34,37,38],neural_network:[1,2,3,33,39,40,41,42],neuralnetwork:[2,24,41,42],neuralnetworksanddeeplearn:[28,40,41],neuron:[2,3,4,5,13,41,42],neutal:[],neutral:[1,33],neutron:[1,33],never:[2,5,7,10,30,36,40,41,42],new_box:[3,23,24],new_chang:[14,22,38,39],new_hobbit:33,new_root:24,new_trac:24,new_windows_first_dim:43,new_windows_sec_dim:43,newaxi:[1,4,7,10,23,36,37,43],newli:[1,33],newton:[2,8,9,14,30,40,41,42],next:[1,2,3,4,5,6,7,8,9,10,14,15,22,23,24,33,34,35,37,38,39,40,41,42,43],next_guess:[14,38],next_input:5,next_nod:43,ng:[2,40,41,42],ngini:10,nhow:[41,42],ni:[15,22],nice:[1,2,6,12,24,33,34,35,36,41,42],nielsen:[28,40,41],nine:[40,41],niter:[14,22,37,38,39],nitric:1,nlambda:[1,6,7,35,36,37],nlp:32,nm:30,nm_n:[1,33],nmnm:43,nmse:[7,36],nn:[3,6,7,13,26,35,36,39],nn_model:[2,41,42],nnmin:[3,42],node:[2,3,4,10,11,13,23,24,28,39,42,43],node_constructor:24,node_index:43,nois:[1,5,6,7,9,10,11,14,16,17,20,27,33,34,35,36,37,38,43],noise_dimens:5,noisi:[2,7,20,27,36,41,42],non:[1,2,4,6,7,8,10,11,12,13,14,15,22,23,26,30,33,34,35,36,37,38,39,40,41,42,43],noncommerci:28,none:[0,1,2,3,5,6,10,11,14,24,30,33,34,35,36,37,40,41,42,43],nonetheless:43,nonlinear:[4,7,9,10,12,13,36,39,40,43],nonneg:[7,10,14,36,37,38],nonparametr:7,nonsens:30,nonsingular:26,nonumb:[0,4,8,9,14,22,26,37,38,39],nor:[2,5,14,24,38,39,40,41,43],norm:[1,2,6,7,9,12,14,18,33,34,35,36,37,38,39,40,41,42],normal:[0,4,5,6,7,8,9,10,11,12,13,14,16,17,19,20,22,23,25,26,27,28,30,33,34,35,37,38,39,42,43],normali:[26,33],norwai:[7,27,28,33,36,39,43],notat:[1,3,6,7,14,15,22,30,33,34,35,36,38,40,41,42,43],note:[0,1,2,3,4,5,6,7,8,9,12,13,14,15,16,17,24,25,26,28,30,32,33,36,37,38,40,41,42,43],notebook:[1,2,4,10,16,23,24,25,27,28,33,40,41,42,43],notesoct21:42,notesseptember16:37,notesseptember30:39,notfounderror:[4,5,15,43],noth:[2,3,6,9,13,15,30,34,35,39,40,41,42,43],notic:[5,6,13,14,24,26,30,33,35,38,39,40,41,43],notimplementederror:[41,42,43],notion:[4,43],notrace_primit:[],noutput:[41,42,43],novel:[4,7,11,37,43],novemb:[2,29,31,33,41,42,43],now:[0,1,3,5,6,7,8,9,11,12,13,15,16,17,18,23,24,25,26,27,28,30,33,34,37,40,43],nowadai:[1,2,4,10,25,33,40,41,42,43],nox:1,np:[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,17,22,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],npr:[3,42],nsampl:[7,10,36,37],nt:[3,42],ntrained_model:[7,35],nu:30,nuclear:[6,34],nuclei:[1,30,33],nucleon:[1,33],nucleu:[1,33],num:5,num_coordin:[3,42],num_equ:[41,42,43],num_featur:[0,39],num_hidden_neuron:[3,42],num_it:[3,42],num_iter:[0,22,39],num_neuron:[3,42],num_neurons_hidden:[3,42],num_not:[41,42,43],num_point:[3,42],num_tre:11,num_valu:[3,42],number:[0,2,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,23,26,27,28,29,31,33,35,36,37,41],numberid:[8,37],numberparamet:[4,43],numer:[1,6,7,10,11,12,13,14,18,22,23,25,26,32,33,34,35,36,37,38,39,40],numpi:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,23,24,25,27,30,34,35,36,37,40,41,42,43],numpy_box:[],numpy_vjp:[],numpy_wrapp:[],nunmpi:[6,34],nvalu:10,nx:[3,42],nx_test:[7,35],nx_train:[7,35],nx_train_mean:[7,35],ny:[30,41,42,43],ny_pr:[7,35],ny_train:[7,35],ny_train_mean:[7,35],o:[1,7,8,9,10,12,16,22,26,31,32,33,37,39,43],obei:[7,12,14,34,35,38],obj:[],object:[1,2,3,5,7,9,11,26,33,38,40],obliqu:[6,34],observ:[1,2,4,6,7,8,9,10,11,12,13,14,15,30,35,36,37,38,39,43],obtain:[0,1,2,6,7,8,9,10,11,13,14,15,18,22,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],obviou:[6,7,12,30,34],obviouli:33,obvious:[1,5,6,7,22,26,28,33,35,36],oc:34,occas:43,occasion:43,occupi:1,occur:[1,3,7,9,10,24,26,30,33,43],oct:28,octob:[0,22,23,24,29,31,33,39],od:1,odd:[0,1,4,8,33,34,37,43],odenum:[3,42],odesi:[3,42],odin:33,oen:1,off:[2,4,5,6,10,14,20,30,35,36,38,39,41,42,43],offer:[7,12,25,26,29,31,33,36],offic:[31,33],offici:[29,33],offlin:[23,24],often:[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,17,23,25,26,27,30,33,34,36,37,38,39,40,41,42,43],oftentim:43,ofter:[26,33],og:[41,42,43],ogo:43,ol:[1,14,16,17,18,19,28,33,34,43],old:[2,6,11,14,35,36,37,38,41,42],ols_sk:7,ols_svd:7,olsbeta:[1,6,35],omega:[3,4,7,42],omega_0:4,omit:[1,6,33,34,35,36],omlmp_kkie0:37,onc:[2,7,10,12,14,36,37,38,39,40,41,42],one:[0,1,2,4,5,6,7,8,9,10,11,12,14,15,20,22,23,25,26,27,28,30,31,33,34,35,36,39],one_hot_predict:23,onehot:[2,41,42,43],onehot_vector:[2,41,42],onehotencod:10,ones:[1,3,6,7,9,10,11,12,14,22,23,24,26,27,33,34,35,36,37,38,42,43],ones_lik:5,ong:34,onl:[4,43],onli:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,20,22,23,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],onlin:[12,29,40,41,42],onto:[6,12,34],open:[1,2,5,7,8,10,16,25,27,29,31,33,36,37,41,42,43],oper:[1,2,4,6,7,11,12,13,14,16,23,24,25,30,33,34,35,36,38,39,41,42,43],operation:30,oplu:30,opmiz:[14,38,39],opportun:1,oppos:[7,14,38,39],opposit:[2,6,9,34,40,41],opt:[2,6,28,33,35,40,41,42],optim:[1,3,4,5,6,7,8,10,11,12,15,16,17,18,19,20,22,23,24,27,28,35,36],optimis:[2,4,41,42,43],option:[0,1,2,4,6,7,9,10,12,22,26,27,28,34,35,36,39,41,42,43],optmiz:[2,9,14,22,34,38,39,40,41,42],oral:33,orang:1,order:[1,2,3,4,6,7,8,9,10,11,12,13,16,17,23,26,27,28,30,33,34,35,36,37,40,41,42,43],ordinari:[1,3,4,8,12,14,16,17,18,20,22,25,28,36,37,38,39,43],oreilli:[32,33],org:[0,1,4,5,10,12,22,23,25,26,27,28,32,33,35,38,39,40,42],organ:[7,8,11,26,36,37,43],orgin:40,orient:[2,6,30,34,35,43],origin:[1,4,6,7,9,12,13,14,26,33,34,36,38,39,43],original_imag:43,originals:43,orthogn:[6,34],orthogon:[1,6,7,9,12,14,18,26,33,34,35,38,43],orthonorm:[6,34,35],os:[1,2,5,6,7,8,9,10,31,33,34,35,36,37,41,42,43],oscar:[2,40,41],oscil:[4,14,38,39],oserror:[1,4,5,8,15,37,43],oslo:[0,1,16,25,27,28,29,31,33,34,35,36,37,38,39,40,41,42,43],osx:[1,16,25,27,33],other:[1,2,3,4,6,7,8,9,11,14,15,16,20,23,24,25,28,29,30,31,32,35,36,38,43],otherwis:[1,2,5,8,14,22,26,28,33,37,38,39,41,42],ouput:[6,8,13,35,36,37,42],our:[0,2,3,4,7,8,9,10,11,13,15,16,17,18,19,20,22,23,25,26,27,28,30,35,36,39,42],ourmodel:1,ourselv:[1,6,7,9,12,14,33,34,35,36,37,38],out1:[],out2:[],out:[1,2,3,5,6,7,8,9,10,11,12,13,14,17,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],out_deriv:[41,42],out_fil:10,out_h:43,out_w:43,outcom:[1,8,10,11,13,30,34,37,43],outdoor:10,outer:[7,13,14,43],outfil:5,outgrad:[],outlier:[1,9,33,34],outlin:[7,11,12,36],outlook:10,outperform:11,output:[0,1,2,4,5,6,7,8,9,10,11,13,14,17,23,24,26,27,28,30,33,34,35,36,37,38,39,43],output_bia:[2,41,42],output_bias_gradi:[2,40,41,42],output_func:[41,42,43],output_grad_tr:43,output_lay:43,output_nod:[41,42],output_s:[],output_shap:[5,43],output_weight:[2,41,42],output_weights_gradi:[2,40,41,42],outputlay:43,outputlayer1:[13,39],outputlayer2:[13,39],outsid:[5,24,43],over1:[14,38,39],over:[1,2,4,5,6,7,10,11,13,14,22,24,26,27,33,34,35,36,37,38,39,42,43],overal:[2,11,41,42,43],overcast:10,overcom:[13,14,38,39,40],overdetermin:[1,33],overfit:[1,2,4,7,10,11,14,22,36,38,39,40,41,42,43],overflow:[2,6,35,36,41,42,43],overflowerror:[41,42],overhead:[13,40,41,43],overlap:[0,4,8,9,10,37,43],overlin:[1,6,7,10,11,12,15,26,33,34,35],overst:1,overtrain:5,overview:[4,37],overwhelm:43,overwritten:[41,42,43],own:[5,6,7,9,13,14,22,24,25,26,27,35,38,39,40,41,42],owner:1,ownmsepredict:1,ownmsetrain:1,ownridgebeta:[1,7,35],ownypredictridg:1,ownytilderidg:1,oxid:1,p0:[3,42],p1:[3,42],p:[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,18,26,30,33,34,35,36,37,38,40,41,42,43],p_:[3,5,9,10,42],p_hidden:[3,42],p_i:[6,30,35,36],p_j:30,p_n:30,p_output:[3,42],p_x:30,pa:40,pack:[1,33],packag:[0,1,2,3,4,5,6,7,8,9,10,12,14,15,16,22,23,24,25,27,28,30,34,35,37,38,39,41,42,43],packtpub:33,packtpublish:33,pad:[4,5],pad_imag:43,padded_height:43,padded_imag:43,padded_img:43,padded_width:43,page:[1,10,25,33,35,36,37,38],pai:[1,2,10,14,38,39,40,41,43],pair:[1,3,4,10,25,30,33,42,43],panda:[0,1,5,6,7,8,10,12,16,25,27,35,36,37],panel:33,paper:[2,42],paradigm:[1,33],parallel:[11,14,22,25,26,33,38,39],param:[3,42],param_distribut:37,param_grid:37,paramat:[3,42],paramet:[1,2,3,4,5,6,7,8,9,10,11,13,14,17,18,19,20,22,23,24,27,28,30,35,36,42],parameter:[1,7,11,27,33,34],parametr:[1,7,16,17,33,34,36],paramt:[4,6,35,36,40,43],parent:[24,40],parent_argnum:[],parser:43,part:[1,2,3,4,6,7,11,18,19,22,23,24,26,29,30,31,33,35,36,39],partial:[0,1,2,6,7,8,9,11,12,13,14,17,23,30,33,34,35,37,38,40,41],particip:[25,29,31,33],particl:[1,5,14,30,33,38,39],particular:[1,2,3,4,6,7,10,11,12,13,14,17,27,30,32,33,34,35,36,37,38,39,40,41,42,43],particularli:[6,7,9,12,14,22,30,34,36,37,38,39,43],partit:[2,5,10,41,42,43],partli:[7,33,36],pass:[3,4,13,15,23,37,40,43],passkwarg:[],password:[27,28],past:[11,30],patch:[7,30,36,43],path:[1,4,5,7,8,10,15,16,25,33,34,36,37,43],pathcollect:[22,39],patient:[8,37],patter:5,pattern:[1,4,5,13,29,32,33,39,40,43],pauli:[1,33],pavisj:43,pc:[12,25],pca:[0,1,8,25,33,34,37],pd:[0,1,5,6,7,8,10,12,33,34,35,36,37],pde:[3,42],pdf:[1,4,5,6,7,10,17,21,27,28,32,33,35,36,37,39,42],pedagog:[1,33,34],penal:[7,34,35],penalti:[7,14,27,34,35,37,38],penros:[6,7,35],pentagon:[14,37,38],peopl:[1,2,10,14,25,38,39,40,41,42],per:[1,2,7,23,29,31,33,36,40,41,42,43],perc_print:[41,42,43],percentag:[1,11,12,31,41,42,43],perceptron:[0,1,2,8,33,37],peregrin:33,perfect:[1,2,14,22,33,38,39,41,42,43],perfectli:[5,7,36],perform:[1,3,4,5,6,7,9,11,12,13,14,15,16,17,18,20,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40],performac:5,perhap:[1,6,14,33,34,35,37,38],perimet:[2,10,41,42],period:[2,5,30,41,42],permut:12,persist:[14,38,39],person:[6,7,8,29,31,33,34,35,36,37],perspect:32,pertin:[13,28,33,40,41,42,43],petal:[9,10],peter:[32,34],petersen:[40,41,42],phantom:30,phase:[7,13,39,40],phd:42,phenomena:30,phi:9,phi_k:9,philipp:[40,41,42],philosophi:[14,38],phone:[31,33],photo1:43,photo:5,php:28,phrase:[1,33],physic:[0,1,2,5,8,13,14,28,30,31,32,33,34,35,36,37,38,39,40,41,42,43],pi:[0,3,4,6,7,8,10,13,14,30,35,36,37,38,39,40,41,42,43],pick:[2,10,11,12,14,15,38,39,41,42],pickl:[2,41,42],pictur:[1,33,43],pie:[25,33],piec:[12,15,23],pil:43,pillow:[1,16,25,27,33],pinv:[6,7,14,22,34,35,38,39,40],pip3:[1,2,16,27,33,41,42],pip:[1,2,16,25,27,33,41,42],pipelin:[1,7,9,11,34,36,43],pippin:33,pit:5,pitfal:[7,34,35],pitt:[13,39,40],pixel:[2,4,5,41,42,43],pixel_height:[2,4,41,42,43],pixel_width:[2,4,41,42,43],place:[1,5,7,9,14,26,27,33,36,37,38,43],placement:43,plai:[1,4,5,6,7,9,12,24,25,33,34,35,36,37,40,41,43],plain:[9,11,13,14,15,22,28,37,38,40,41],plan:[7,10,31,32,33,41],plane:[9,10],plateau:[6,35],platform:[25,33],plausibl:[13,39,40,41],playlist:43,plc1qu:43,pleas:[0,10,12,14,27,28,31,33,38,39,43],plenti:[2,40,41],plethora:[4,13,39,40,43],pliahhy2ibx9hdharr6b7xevztgzra1p:[39,40,41],plot:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,22,23,25,26,27,28,30,33,34,35,38,39,40,41,42,43],plot_all_sc:[27,35],plot_confusion_matrix:[0,8,11,37],plot_convolution_result:43,plot_count:7,plot_cumulative_gain:[0,8,11,37],plot_data:[2,41,42],plot_dataset:9,plot_decision_boundari:[10,11],plot_import:11,plot_iris_dataset:23,plot_max:5,plot_min:5,plot_model:5,plot_numb:5,plot_predict:9,plot_regression_predict:10,plot_result:5,plot_roc:[0,8,11,37],plot_surfac:[3,7,14,27,38,42],plot_train:10,plot_tre:[10,11],plqvvvaa0qudcjd5baw2dxe6of2tius3v3:[39,40,41],plt:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],plu:[1,4,6,8,33,34,35,37,43],pluggabl:[4,5,15,43],plugin:[4,5,15,43],plzhqobowtqdnu6r1_67000dx_zcjb:43,pm:[9,36],pmatrix:[3,42],pml:32,pn:4,png:[1,5,7,8,10,33,34,36,37],point:[0,1,2,3,4,6,7,8,9,10,11,12,14,15,16,17,18,20,22,26,27,30,31,33,34,36,37,38,39,41,42,43],point_1:5,point_2:5,poisson:[25,30,33],poli:[7,9,36,37],poly100_kernel_svm_clf:9,poly3:1,poly3_plot:1,poly3dcollect:38,poly_degre:[41,42],poly_featur:[9,10],poly_features10:10,poly_fit10:10,poly_fit:10,poly_kernel_svm_clf:9,polydegre:[1,6,7,11,34,35,36],polygon:[14,37,38],polym:[13,39,40],polymi:27,polynomi:[1,6,7,8,9,10,11,12,16,17,18,20,22,27,28,33,34,36,37,39,40],polynomial_featur:[7,36],polynomial_svm_clf:9,polynomialfeatur:[1,7,9,10,34,36,37],polytrop:[1,7,33,36],pool:4,pool_siz:[4,43],pooling2dlay:43,pooling_act:43,pooling_lay:43,poor:[2,14,22,37,38,39,40,41],poorli:[1,34],pop:[],popul:[1,6,33,34,35,36],popular:[1,2,4,7,8,9,10,12,13,16,25,26,27,30,34,37,39,40,41,43],popularli:[1,33],portabl:11,portion:[12,14,22,38,39],pose:[1,5,6,7,12,30,33,36,43],posit:[1,2,3,4,6,8,9,11,12,14,15,23,24,26,30,33,34,35,36,37,38,39,40,41,42,43],possibl:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,16,20,22,23,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,43],posterior:[6,35,36],postpon:[1,33,34],postscript:[27,28],postul:[6,35,36],potenti:[1,4,6,7,13,14,33,34,35,36,38,39,40],pott:[13,39,40],power:[1,2,6,7,9,10,13,14,33,34,36,38,39,40,41,42,43],pp:[6,7,19,35,36,37,40,41,42],practic:[0,1,6,7,8,9,23,27,28,30,34,35,36,37,43],practition:[1,2,4,33,40,41,42,43],pre:33,precalcul:40,preced:[2,12,13,30,39,41,42],preceed:[5,41,42],preceq:9,precis:[1,3,6,12,14,26,27,28,30,33,34,35,36,38,39,40,42],pred:[7,36,38,39],pred_format:43,pred_train:[41,42,43],pred_val:[41,42,43],predicit:1,prediciton:[41,42],predict:[0,1,2,6,7,8,9,10,11,16,17,24,25,27,32,33,34,35,36,37,39,40,41,42,43],predict_prob:[2,41,42],predict_proba:[0,8,11,37,39,40],predictor:[1,6,7,8,10,11,12,33,34,35],prefer:[1,2,7,9,10,12,14,16,25,27,28,33,40,41],premier:43,prepar:[1,7,26,27,28,33,34,43],preprocess:[0,1,5,7,8,9,10,11,12,27,35,36,37,41,42],prerequisit:1,prescript:[27,28],presenc:[14,38,39],present:[1,6,7,8,10,13,14,22,26,27,28,30,33,34,35,38,39,40,41,42,43],preserv:[4,12,26,43],press:[14,32,37,38,40,41,42],presum:43,pretrain:[2,5,40,41],pretti:[1,5,9,10,16,23,25,27,33,43],prev_a:43,prev_centroid:15,prev_lay:43,prev_nod:43,prevent:[14,30,38,39],previou:[1,2,3,4,5,6,7,9,11,12,13,14,22,23,24,26,27,28,30,34,37,38,39,40,41,42,43],previous:[3,4,10,11,30,42,43],previous_nod:43,price:[1,5,10,14,38,39],primal:9,primari:[1,8,33,37,43],prime:30,primit:[3,23,24],princip:[0,1,6,8,25,33,34,37],principl:[1,7,8,9,15,33,36,37,43],print:[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,22,23,24,26,30,33,34,35,36,37,38,39,40,41,42,43],print_funct:[9,10],print_length:[41,42,43],printout:[1,33],prior:[1,6,7,33,35,36],privat:1,pro:28,prob:[2,30,41,42],probabilist:[1,32,33,34],probabl:[0,1,2,4,5,7,8,11,14,23,25,33,34,37,38,39,40,41,42,43],problem:[0,1,4,5,6,7,8,9,10,11,12,13,17,18,25,26,27,28,30,36,43],probml:32,proce:[1,6,7,8,9,10,11,12,14,26,33,34,35,36,38,40],procedur:[3,5,6,7,9,11,12,14,22,27,34,35,36,37,38,39,42,43],proceed:[26,43],process:[1,3,5,7,10,11,13,14,16,22,25,26,27,30,32,33,36,37,38,39,40],prod:32,prod_:[2,6,8,35,36,37,41,42],produc:[1,4,5,6,7,10,11,12,13,14,25,26,27,30,33,34,35,36,38,39,40,43],product:[1,2,4,6,7,8,9,13,14,17,22,25,26,33,34,35,36,37,39,40,41,42],profess:[1,33],progag:28,program:[1,2,5,6,7,9,13,15,16,17,22,25,26,29,30,31,33,34,39,41],programm:26,progress:[2,5,15,38,40,41,42,43],prohibit:[7,36],project1:[7,27],project:[1,2,3,4,6,12,14,18,19,20,21,22,24,25,29,31,34,35,36,38,39,40,41,42,43],project_root_dir:[1,7,8,10,33,34,36,37],projectwrit:27,promin:[13,39,40],promis:9,promot:[31,33,43],prone:[10,23,40],pronounc:[14,25,33,38,39],proof:[1,12,13,14,33,36,37,38,40],prop:[41,42,43],propag:[3,4,14,23,24,28,38,39,43],proper:[1,3,7,8,27,36,42,43],properli:[2,7,9,11,14,22,27,28,38,39,40,41],properti:[1,2,4,13,14,17,18,26,33,36,38,39,40,41,42,43],propgag:40,proport:[1,2,6,10,12,14,17,30,33,34,38,39,41,42],propos:[2,5,7,11,27,28,33,40,41],propto:[6,14,35,36,37,38,39],proton:[1,33],prove:[4,14,37,38,39,43],provid:[1,2,4,5,6,7,9,10,11,13,14,16,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],proxi:[2,14,22,38,39,40,41],prune:10,pseudo:[26,30,38],pseudocod:[27,28],pseudoinv:[6,35],pseudoinvers:[6,7,35],pseudorandom:[7,30,36],psycholog:[1,33],pt:[14,38],pub:43,publish:[40,41,42],punish:[1,2,33,41,42],pure:[4,10,30,43],purest:10,puriti:10,purpos:[1,4,11,13,15,23,33,39,40,43],put:[2,41,42],py:[0,1,2,3,4,5,6,7,8,9,10,12,15,22,23,24,33,35,36,37,38,39,41,42,43],py_tf:[4,5,15,43],pycod:33,pydata:25,pydot:10,pyhton2:33,pylab:[1,8,33,37],pypi:25,pyplot:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],pythagora:[6,35,36],python2:[1,16,27,33],python3:[0,1,3,4,5,7,8,9,10,12,15,16,22,23,24,25,27,33,35,37,39,43],python:[2,3,4,5,6,7,9,12,13,14,15,17,22,23,24,27,28,30,34,35,38,39,40,41,42,43],pytorch:[1,25,27,28,33,40,41,42,43],q:[6,7,9,12,30,34,36,41,42],qp:9,qquad:[3,12,14,26,38,39,42],qr:[6,7,26,34],quad:[2,14,26,38,41,42],quadrat:[1,9,10,14,16,17,33,38,43],qualit:[5,10,27,28,30],qualiti:[1,10,16,17,25,33,34,40],quantifi:[2,40,41],quantil:11,quantit:[1,7,10,27,28,33,36],quantiti:[1,3,6,7,8,10,11,12,13,15,17,26,30,33,34,35,36,37,40,41,42,43],quantum:[5,13,32,33,39,40],quartil:[1,34],quasi:40,quench:6,queri:10,question:[1,6,7,10,12,13,14,27,31,33,34,35,36,38,39,40,41],qugan:5,quick:[5,30],quickest:43,quickli:[2,4,10,12,14,37,38,40,41,42,43],quit:[2,6,7,10,11,13,24,34,36,39,40,41,42],quot:5,r2:[1,6,7,28,33,34,35,37],r2_score:[1,33],r2score:[1,33],r:[1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,22,24,25,26,27,30,34,35,36,37,38,39,40,41,42,43],r_1:10,r_2:10,r_j:10,r_m:10,rad:1,radial:[1,9,13,39,40],radioact:30,radiu:[1,2,10,34,41,42],rag:[],rain:10,rais:[1,4,5,8,15,24,35,37,41,42,43],ramp:[2,40,41],ran0:30,ran1:30,ran2:30,ran3:30,rand:[1,5,6,7,10,11,14,16,17,22,23,24,26,33,34,35,36,37,38,39,41,42,43],randint:[7,10,14,22,36,38,39],randn:[1,2,3,6,7,10,12,14,16,17,22,23,24,33,34,35,36,37,38,39,40,41,42,43],random:[1,2,3,4,5,6,7,9,10,14,15,16,17,22,23,24,25,26,27,33,34,35,36,38,39,40,41,42,43],random_forest_model:11,random_index:[14,22,38,39],random_indic:[2,4,41,42,43],random_st:[0,1,8,9,10,11,12,37,39,40],randomforestclassifi:11,randomizedsearchcv:37,randomli:[2,7,10,14,15,22,36,37,38,39,41,42,43],randuniform:37,rang:[0,1,2,3,4,5,6,7,8,10,11,12,13,14,15,22,23,24,26,30,33,34,35,36,37,38,39,40,41,42,43],rangl:[1,7,12,30,33,34],rangle_x:30,rank:[6,34],rankdir:5,raphson:[2,9,14,41,42],rapid:43,rapidli:[1,43],rare:[0,2,14,33,37,38,39,40,41,42],rasbt:[42,43],raschka:[28,33,34,35,36,37,38,39],rasckha:33,rashcka:[40,41,42,43],rashkca:[40,41,42],rate:[1,2,3,4,5,9,10,11,13,14,28,37,40,43],rather:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,26,30,33,34,35,36,37,38,39,40,41,42,43],ratio:[0,5,8,10,11,12,37,43],rational:[1,33],ravel:[0,6,7,8,9,10,11,12,14,26,34,36,37,38,41,42],raw:[4,43],rbf:[9,12,13,39,40],rbf_kernel_svm_clf:9,rbf_pca:12,rc:[1,30],rc_temp:[1,8,37],rcond:[1,33,34],rcparam:[1,2,4,8,9,10,11,30,33,37,41,42,43],re:[3,5,14,23,37,38,42,43],reach:[0,2,5,6,7,10,11,12,13,14,15,35,36,37,38,39,40,41,42,43],read:[1,3,4,5,6,7,8,9,12,13,17,22,26,27,28,29,30,32,35,38,43],read_csv:[1,7,8,10,33,36,37],read_fwf:[1,33],readabl:43,reader:[1,7,26,30,33,34,35],readi:[1,2,6,7,9,11,12,13,26,27,33,35,36,40,41,42,43],readili:[2,41,42],readthedoc:25,real:[0,1,2,5,8,11,12,13,24,26,34,36,37,39,41,42,43],real_loss:5,real_output:5,realist:9,realiti:30,realiz:[2,13,39,41,42],realli:[1,2,33,40,41,42],rearrang:[14,38,39,43],reason:[1,2,4,5,11,14,32,33,37,38,39,40,41,43],reassign:[2,41,42],reat:[41,42],reber:[41,42,43],recal:[6,7,10,11,12,13,24,26,30,33,34,35,36,37,38,40,41],recast:[4,43],receiv:[2,4,11,13,30,39,40,41,42,43],recent:[1,2,3,4,5,7,8,11,14,15,22,23,24,27,32,33,35,36,37,38,39,40,41,42,43],recept:[4,13,39,40,43],receptive_field:[4,43],recip:[1,7,8,26,27,28,33,34,37,43],reciproc:[6,35],recogn:[1,5,6,11,33,35,36],recognit:[1,2,4,13,29,32,33,39,40,41,43],recommen:33,recommend:[1,3,4,5,6,7,9,14,16,19,22,23,24,25,26,27,28,32,35,36,38,39,43],reconsid:10,reconstruct:[12,43],record:[11,27,28,29,31,33,38,39],recreat:23,rectangl:[10,14,37,38],rectangular:[6,34,43],rectifi:[2,4,13,39,40,41,42,43],recur:[1,25,33],recurr:[1,2,25,33,41],recurs:[10,25,26,33],red:[1,4,5,7,9,10,22,36,38,39,43],redefin:[1,11,33,34],redefinit:35,reduc:[2,4,6,7,10,11,12,14,22,33,35,36,37,38,39,41,42,43],reduct:[1,11,12,25,30,33,34],redund:43,refer:[0,1,2,3,4,6,7,10,12,13,14,15,21,26,28,32,33,34,36,37,38,39,40,41,42,43],referenc:[3,40,41,42],refin:[13,39,40],refit:[7,36],reflect:[1,2,5,6,27,28,30,33,41,42],refrain:43,refresh:[25,33],refreshprogrammingskil:33,reg:[11,12],regard:[2,10,14,38,40,41,43],regardless:[13,39,40,41],region:[4,5,7,10,13,27,39,40,43],regist:[7,27,30],reglasso:[6,35],regr_1:[1,10],regr_2:[1,10],regr_3:[1,10],regress:[2,9,12,13,16,17,22,25,26,41,42,43],regressor:[1,8,11,33,37,41,42],regridg:[1,6,7,35,37],regular:[0,1,4,5,6,7,8,10,14,18,28,31,33,34,35,36,38,39,40],regularis:7,regularizi:43,reilli:[1,16,32,33],reinforc:[1,9,25,33],reiniti:[41,42],reiter:[2,41,42],reject:8,rel:[0,1,5,7,8,10,13,14,23,30,33,34,36,37,38,39,40,41,43],relat:[1,2,4,5,6,12,14,15,26,30,33,35,36,38,39,40,41,43],relationship:[1,5,10,33],relativeerror:[1,33,34],releas:[2,25,28,33,41,42],relev:[0,1,2,6,8,12,16,22,25,27,28,30,33,35,42,43],reli:[1,7,9,43],reliabilti:[27,28],reliabl:[8,30,37],relu:[4,5,23,24,28,33,43],relu_d:24,remain:[2,3,5,7,13,26,30,34,35,36,37,39,40,41,42,43],remaind:30,reman:[3,42],remark:[2,40,41],rememb:[1,9,14,23,24,26,27,28,33,38,39,43],remind:[1,6,12,14,26,30,34,35,36],remov:[1,5,6,7,34,35,43],renam:43,render:[1,10,33,34],reorder:[0,6,8,34,35,37],reorgan:[1,33],repeat:[1,2,4,5,6,7,10,11,12,14,15,22,26,27,28,30,33,35,36,37,38,39,40,41,42,43],repeat_to_match_shap:[],repeated:33,repeatedli:[1,7,11,14,36,38,39],repet:[4,43],repetit:[7,33,34,36,37,38],rephras:[14,37,38],replac:[1,2,4,5,6,7,11,13,15,16,17,22,25,27,28,33,34,35,36,37,40,41,42,43],replica:[7,36],repo:[27,28],report:[21,33,38,39],reportexampl:[21,27],reportsampl:21,repositori:[1,5,27,28,33,43],repres:[0,1,2,3,4,5,6,7,8,9,10,11,13,14,28,30,33,34,35,36,37,38,39,40,41,42,43],represent:[1,2,4,7,10,30,33,36,37,41,42,43],representd:[4,43],reproduc:[1,6,7,10,13,16,17,25,27,30,33,34,40,41,42],repuls:[1,33],request:[1,3,14,22,38,39],requir:[1,2,4,5,6,7,9,10,12,13,14,18,26,33,34,35,36,37,38,39,40,41,43],rerun:[10,41,42],res1:[3,42],res2:[3,42],res3:[3,42],res_analyt:[3,42],res_analytical1:[3,42],res_analytical2:[3,42],res_analytical3:[3,42],resaml:[7,27],resampl:[1,8,11,20,25,33,34,37,38,41,42,43],rescal:[1,12,13,34,39],rescu:[6,35,36],reseach:[7,27],research:[1,5,14,22,23,24,25,32,33,38,39,43],resembl:[7,30,36],reserv:[2,6,7,30,35,36,41,42],reset:[41,42,43],reset_weight:[41,42,43],reset_weights_independ:43,reshap:[1,2,3,4,5,7,9,10,11,16,17,26,33,34,36,41,42,43],residenti:1,residu:[1,6,14,33,38],resiz:[6,34],resourc:[33,43],respect:[0,1,2,3,4,6,7,8,9,11,12,13,14,15,17,18,22,23,24,27,30,33,34,35,36,37,38,39,40,41,42,43],respond:[13,39,40],respons:[1,8,10,13,33,34,37,39,40,43],rest:[1,6,23,24,34],restat:[1,13,33],restor:5,restored_discrimin:5,restored_gener:5,restrict:[1,4,10,13,33,39,40,41,42,43],result:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,22,23,24,25,26,27,28,30,33,36,37,38,39,42,43],result_typ:23,retail:1,retain:[6,7,34,36,37,43],rethink:36,retriev:33,return_data:15,return_sequ:5,return_x_i:10,reus:[2,4,7,19,20,21,24,27,28,40,41,43],reusabl:43,reveal:[1,13,33,39,40],revers:[2,24,26,41,42],reversed_lay:43,review:[25,26],revisit:[15,40],revolut:33,reward:[1,5,33],rewrit:[0,1,4,6,7,8,9,11,12,13,14,20,26,27,30,35,37,38,39,40,41],rewritten:[3,7,9,11,30,36,42],rewrot:[14,37,38],rf:11,rfloor:43,rgb:[4,43],rgoj5yh7evk:25,rh:[7,36],rho2:[41,42,43],rho:[1,11,14,22,33,38,39,41,42,43],rho_1:11,rho_2:11,rho_m:11,rich:[1,33],ride:10,rideclass:10,ridedata:10,ridg:[0,8,12,14,22,25,28,33],ridge_sk:7,ridgebeta:[6,35],ridgecv:37,right:[0,1,2,3,4,6,7,8,9,10,11,13,14,15,17,18,20,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],right_sid:[3,42],rightarrow:[1,2,6,7,9,12,13,14,30,33,34,36,37,38,39,40,41,42],rigor:[1,33],ring:7,rise:[1,33],risk:[1,14,16,17,33,37,38,39],rival:5,river:1,rlm:33,rm:[1,30,41,42,43],rms_prop:[41,42,43],rmse:1,rmsporp:[14,22,38,39],rmsprop:[2,4,5,14,28,40,41,42,43],rnd_clf:11,rng:30,rnn1:5,rnn2:5,rnn:[5,13,39,40],rnn_2layer:5,rnn_input:5,rnn_output:5,rnn_train:5,rntrick1:30,rntrick2:30,rntrick3:30,rntrick4:30,ro:[1,14,22,33,37,38,39],robert:[19,27,32],robust:[1,33],robustscal:[1,34],roc:[8,11],role:[1,3,6,7,9,25,33,34,35,36,37,40,41,42,43],roll:7,room:[1,31,33],root:[1,6,10,14,30,34,35,37,38,39],rot90:43,rot:33,rotat:[2,9,10,11,41,42,43],rotation_matrix:10,roughli:[2,4,40,41,43],round:[0,1,8,10,14,37,38,39,41,42,43],routin:[14,26,33,37,38],row:[1,2,3,6,7,10,12,23,26,33,34,35,36,41,42,43],row_stack:[],rr:[6,34],rrr:[6,34],rtol:23,rug:[14,37,38,39],rule:[1,2,6,7,14,23,24,27,33,34,35,36,38,39,42,43],run:[1,2,3,5,6,7,9,10,12,14,16,22,23,24,25,27,28,33,34,35,36,37,38,39,41,42],runtim:[2,7,15,40,41,42],runtimeerror:35,runtimewarn:[2,7,36,41,42],rust:[1,16,25,26,33],rvert:[2,41,42],rvert_2:[2,41,42],s:[1,2,3,4,5,6,7,8,10,12,13,14,17,18,19,23,24,25,26,27,28,30,33,34,35,40,41,42,43],s_1:7,s_:[4,7],s_i:[7,8,37],s_j:7,s_k:7,saddl:[14,37,38,39],sadli:43,safe:23,sai:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,26,27,30,33,34,35,36,37,40,41,42,43],said:[7,10,14,37,38],sake:[0,1,6,8,12,33,34,35,37,40,41],sale:[1,33],sam:33,same:[1,2,3,4,5,6,7,9,10,12,13,15,18,23,24,26,27,30,33,34,35,37,40,41,42,43],samm:11,sampl:[0,1,2,3,4,5,6,7,8,9,10,11,14,15,16,17,20,22,25,26,27,30,33,34,35,36,37,38,39,40,41,42,43],sample_vari:15,sampleexptvari:30,samwis:33,sandboxmod:[23,24],sastri:12,satisfactori:[1,33],satisfi:[2,3,4,7,9,14,26,30,36,37,38,41,42],satur:[2,7,36,40,41],save:[1,5,7,8,10,14,22,24,33,34,36,37,38,39,43],save_fig:[1,7,8,10,11,33,34,36,37],savefig:[1,5,7,8,10,30,33,34,36,37],savetxt:5,saw:[6,34],scalabl:11,scalar:[3,6,7,11,24,34,35,36,38,40,41,42],scale:[0,1,2,4,6,7,8,9,10,11,12,13,14,16,17,18,22,24,25,26,27,28,31,33,35,37,38,39,40,41,42],scale_mean:5,scale_std:5,scaler:[1,8,9,10,11,12,27,34,35,41,42],scan:[6,8,35,36,37],scari:[6,35,36],scatter:[1,2,7,8,9,10,15,22,23,33,34,35,36,37,39,41,42],scenario:[7,14,37,38,39],schedul:[14,31,38,39],scheduler_arg:[41,42],scheduler_bia:43,scheduler_weight:43,schedulers_bia:[41,42,43],schedulers_weight:[41,42,43],scheme:[2,14,37,38,39,40,41],schrage:30,scienc:[0,1,2,11,13,14,25,29,30,31,32,37,38,39,40,41],scientif:[1,16,25,27,28,33,38,39,42,43],scientist:[1,33],scikit:[0,4,6,7,9,10,11,14,22,23,25,26,27,28,29,32,39,40,43],scikit_learn:[1,17],scikitlearn:33,scikitplot:[0,8,11,37],scipi:[1,4,6,7,14,16,25,26,27,33,34,35,36,37,38,43],scl:7,score:[0,1,2,4,7,8,10,11,12,16,17,23,27,28,31,33,34,36,37,38,39,40,41,42,43],scores_kfold:[7,36,37],scratch:[2,14,39,40,41],sdg:[14,22,38,39],sdv4f4s2sb8:39,seaborn:[0,1,2,4,7,8,22,28,33,37,41,42,43],seamless:[1,16,25,27,33,43],seamlessli:[41,42,43],search:[1,2,4,6,10,14,33,35,38,39,40,41,42,43],sebastian:[33,40,41,42],sebastianraschka:[28,33,42],sec:7,second:[0,1,3,4,5,6,7,8,9,10,12,13,15,16,17,23,24,25,26,27,28,30,31,33,34,36,37,40,41,42,43],second_correct:[41,42,43],second_mo:[22,38,39],second_term:[22,38,39],secondeigvector:12,secondli:[13,40,41,42],section:[5,12,17,18,26,27,30,34,35,37,38,39,43],sector:1,see:[0,1,2,3,4,5,6,7,8,9,11,12,13,14,16,17,18,19,22,23,24,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],seed:[1,2,3,4,5,6,7,9,10,12,14,15,16,17,22,23,27,30,33,34,35,36,37,38,39,40,41,42,43],seed_imag:5,seek:[2,3,9,40,41,42,43],seem:[2,4,5,38,39,40,41,42,43],seemingli:[1,33],seen:[1,2,4,6,11,13,18,30,33,41,42,43],segment:[14,37,38,41,42,43],seismic:7,seldomli:[1,33],select:[2,6,7,9,10,11,12,18,27,28,29,30,31,32,33,34,35,36,41,42,43],self:[0,1,2,6,8,22,24,33,34,35,37,39,41,42,43],sell:5,semest:[0,8,29,37],semi:[9,14,37,38],semilogx:7,send:[6,13,14,23,24,31,33,38,39,40,43],senior:[29,31],sens:[1,5,7,9,23,27,33,36,43],sensibl:[4,23,43],sensit:[1,6,7,10,14,33,34,35,36,39],sent:[3,23,40,41,42],sentdex:[39,40,41],sentenc:[5,13,39,40],separ:[1,2,3,5,7,9,10,13,15,16,23,24,25,27,30,33,36,39,40,41,42],seper:43,septemb:[18,19,20,21,27,33],sequenc:[3,4,5,8,10,11,13,14,25,26,30,33,37,38,39,40,43],sequenti:[2,4,5,11,13,30,39,40,41,42,43],seri:[1,2,3,4,5,6,7,11,12,13,14,26,33,34,35,36,37,38,39,40,41,42],serif:[1,8,30,33,37],serv:[1,2,3,4,6,8,14,22,27,32,33,34,35,36,37,38,39,40,41,42,43],servic:[27,28],session:[2,21,27,29,31,33],set:[0,2,5,6,7,8,9,11,12,14,15,17,18,22,23,24,25,26,27,28,30,31,35,36,38,39],set_cmap:43,set_major_formatt:[7,27],set_major_loc:[7,27],set_tick:[2,7,9,41,42],set_ticklabel:[2,7,41,42],set_titl:[0,1,2,3,4,8,13,15,33,37,39,40,41,42,43],set_xlabel:[0,1,2,3,4,8,13,33,37,39,40,41,42,43],set_xlim:[0,8,13,37,39,40,41],set_xticklabel:[2,41,42],set_ylabel:[0,1,2,3,4,8,33,37,41,42,43],set_ylim:[0,8,13,37,39,40,41],set_ytick:[0,8,37],set_yticklabel:[2,7,41,42],set_zlim:[7,27],seth:5,setminu:[7,37],setosa:[9,10],setosa_or_versicolor:9,setp:[7,36],setup:[2,5,7,9,22,24,25,28,33,34,40,41],sever:[1,4,6,7,8,9,10,12,13,14,22,25,26,28,30,33,34,35,36,37,38,39,40,43],sgd:[2,4,22,28,37,41,42,43],sgd_clf:9,sgdclassifi:9,sgdreg:[14,37,38],sgdregressor:[14,37,38],sgn:[6,34,35],shall:43,shallow:[14,38,39],shape:[0,1,2,3,4,5,6,7,8,9,10,11,12,14,15,16,17,23,24,26,33,34,35,36,37,38,39,40,41,42,43],shape_bas:[],share:[2,4,33,40,41,42,43],she:[8,37],shell:[22,39],shift:[2,7,13,30,35,39,40,41],ship:[4,43],shire:33,shortcom:[14,37,38,39],shorten:5,shorter:30,shorthand:[33,36],shortli:[26,33],should:[1,3,4,6,7,9,10,12,13,16,17,22,23,24,26,27,28,30,33,34,35,36,43],show:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,18,19,20,22,26,27,30,33,34,35,36,37,38,39,40,41,42,43],show_shap:5,showcas:43,shown:[0,1,5,6,9,10,12,13,14,22,26,34,37,38,39,40,41,42,43],shrink:[4,6,7,9,12,27,34,35,43],shrinkag:[6,7,34,35],shrunk:12,shuffl:[1,2,5,7,14,22,34,36,37,38,39,41,42],sickit:[40,41],side:[1,3,6,9,13,14,26,28,33,35,36,37,38,39,40,41,42,43],sigh:[25,33],sigma0:30,sigma1:30,sigma2:30,sigma:[0,1,2,6,7,8,11,12,13,14,18,19,20,26,27,30,33,34,35,36,37,38,39,40,41,42,43],sigma_0:[6,34,35],sigma_1:[6,34,35,40,41],sigma_2:[6,34,35,40,41],sigma_:[6,26,33,34,35,36],sigma_fn:[0,8,13,37,39,40,41],sigma_i:[1,6,33,34,35],sigma_j:[6,18,34,35],sigma_m:[7,30,36],sigma_n:[12,30],sigma_t:[14,38,39],sigma_x:30,sigmoid:[0,2,3,5,8,9,11,13,23,24,28,37,38,39,42,43],sigmoid_autograd:24,sigmoid_d:24,sigmundson:[7,34,35],sign:[2,3,8,9,11,30,31,37,39,41,42],signa:43,signal:[2,4,11,13,39,40,41,43],signifi:5,signific:[2,40,41,43],significantli:[2,14,22,30,37,38,39,40,41,42,43],sigurd:33,silli:43,sim:[5,6,7,14,19,27,30,35,36,38,39],similar:[1,2,3,4,5,6,7,8,9,10,11,12,15,18,25,26,27,28,33,35,36,37,40,41,42,43],similarli:[1,2,4,6,9,11,14,21,30,33,34,35,40,41,43],similiar:[41,42,43],simpl:[0,2,3,4,6,7,8,9,11,12,13,15,16,17,18,20,22,24,25,26,27,28,30,36,42],simplefilt:[41,42,43],simplepredict:11,simpler:[1,2,6,7,8,14,17,20,22,25,27,28,33,35,38,39,41,42],simplernn:5,simplest:[1,2,4,5,10,11,13,15,33,39,40,41,42,43],simpletre:11,simpli:[1,2,3,5,6,7,9,10,11,12,13,16,25,26,27,28,30,33,34,35,36,39,40,41,42,43],simplic:[0,3,6,7,8,9,10,11,12,13,15,34,35,37,39,40,41,42],simplicti:[6,34],simplif:40,simplifi:[1,7,10,16,25,27,33,34,35,36,40],simplist:[4,7,30,36,43],simul:[7,36,43],simultan:[7,36,43],sin:[1,2,3,4,5,10,13,14,22,26,33,38,39,40,41,42],sinc:[0,1,2,3,4,6,7,8,9,10,11,12,14,22,23,24,26,28,30,32,33,34,35,36,37,38,39,40,41,42,43],sine:[4,13,39,40,41],singl:[0,1,2,3,4,6,7,8,9,10,13,14,23,24,26,28,30,33,34,35,36,37,38,41,42,43],singular:[1,7,14,26,27,33,35,36,37,38,43],sinusoid:4,site:[0,1,3,4,5,7,8,9,10,12,15,22,23,24,27,28,29,33,35,37,39,42,43],situat:[1,5,6,8,14,22,30,33,34,37,38,39],six:[4,30,40],size:[1,2,3,4,5,6,7,9,10,11,12,14,22,23,24,26,27,28,30,33,35,36,37,38,39,40,41,42,43],skeleton:24,sketch:11,ski:10,skill:1,skip:12,skl:[1,7,33,34,35],sklearn:[0,1,2,4,6,7,8,9,10,11,12,14,15,23,24,33,34,35,36,37,38,39,40,41,42,43],skplt:[0,8,11,37],skrankefunct:[41,42],sl:[7,35,37],slack:9,slice:[3,26,33,42],slide:[1,4,16,17,27,28,30,33,34,36,38,40,41,42,43],slight:[7,14,36,38,39],slightli:[0,2,3,4,6,7,8,11,30,34,35,36,37,40,41,42,43],slope:[9,12,13,39],slow:[1,3,9,14,34,37,38,39,42,43],slower:[6,26,33,34,35],slowest:26,slowli:13,slp:[2,41,42],small:[1,2,3,4,6,7,9,10,11,12,13,14,22,23,24,25,26,27,30,33,34,35,36,37,38,39,40,41,42,43],smaller:[1,2,3,6,7,9,10,12,14,23,30,33,34,35,36,37,38,39,40,41,42,43],smallest:[1,5,15,16,17,33,37],smallest_row_index:15,smooth:[1,4,7,10,14,27,33,37,38,43],sn:[0,1,2,4,7,8,33,37,41,42,43],sne:12,sneak:33,so:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,19,20,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43],soar:7,sobel:43,sobel_kernel:43,social:1,soft:[0,2,8,11,13,37,39,40,41,42],soften:9,softmax:[0,4,8,23,37,40,43],softmax_vec:23,softwar:[1,9,16,25,26,40],sol1:23,sol:9,sole:[1,7,33],solid:[1,8,37],solut:[1,2,3,4,6,7,9,11,12,14,18,19,23,26,27,28,30,33,34,35,36,37,38,39,40,41,43],solution_ev:38,soluton:[3,42],solv:[1,2,4,6,7,9,11,12,13,14,26,27,28,33,34,39,40,41,43],solve_expdec:[3,42],solve_ode_deep_neural_network:[3,42],solve_ode_neural_network:[3,42],solve_pde_deep_neural_network:[3,42],solveod:[3,42],solveode_popul:[3,42],solver:[0,3,8,9,10,11,12,22,26,33,37,39,42],some:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,15,23,24,27,30,33,35,36,39,41,42,43],some_model:[7,34,35],somehow:5,someth:[0,1,2,4,5,8,10,12,27,28,30,33,34,37,40,41,42,43],sometim:[1,2,12,13,14,15,33,34,38,39,40,41],somewhat:[39,40],soon:[26,31,34],sophist:[1,33],sopt:[14,38],sort:[6,7,10,12,30,34,36],sound:[4,6,35,36],sourc:[1,2,4,7,16,25,26,27,28,30,33,36,41,42],space:[1,2,5,6,9,10,12,13,14,15,22,30,34,35,36,37,38,39,40,41,43],span:[1,4,6,10,12,26,33,34,43],spare:[2,40,41,42],spars:[4,7,26,33,43],sparse_mtx:[26,33],sparsecategoricalcrossentropi:[4,43],sparsiti:11,spatial:[2,3,4,13,39,40,41,42,43],speak:30,special:[7,8,11,13,14,26,30,33,34,35,37,38,40,41,43],specif:[0,1,2,3,4,5,6,7,8,9,10,12,13,17,25,26,27,28,30,32,33,34,35,36,37,39,40,41,43],specifi:[0,1,4,6,7,8,10,12,14,15,22,27,30,33,35,36,37,38,39,41,43],specifici:[1,11,33],spectacular:[4,43],spectral:[2,41,42],speech:[1,2,4,5,13,39,40,41,43],speed:[2,3,5,14,38,39,40,41,42],speedup:43,spend:30,spent:[27,28],sphere:[1,34],spin:7,spite:1,spline:9,split:[2,4,5,6,7,9,10,11,12,15,18,23,24,27,30,35,36,37,41,42,43],splite:1,splitter:[2,11,41,42],spontan:30,spot:[4,43],spread:[1,12,30,33,34],spring:[41,42,43],springer:[19,27,32,33,36],spuriou:[14,22,38,39],sqquar:35,sqrsignal:4,sqrt:[1,4,5,6,7,9,11,12,14,18,22,30,34,35,36,38,39,40,41,42,43],squar:[0,2,3,4,5,8,9,10,12,14,15,16,17,18,20,22,25,26,28,30,36,37,38,39,40,41,42,43],squarederror:11,squaredeuclidean:15,squash:[13,39,40,41],squeez:[],srtm:[7,27],srtm_data_norway_1:[7,27],srv:43,stabil:[6,27,28],stabl:[0,1,5,6,7,10,12,25,27,33,34,35],stack:[4,5,43],stage:[6,14,22,27,28,38,39,40,41,42],stai:[1,3,5,6,12,18,33,34,41,42],stand:[1,6,10,13,33,34,35,39],standadscal:34,standard:[1,2,5,6,7,8,9,11,13,16,17,18,20,22,26,27,28,30,33,35,37,39,40,41,42,43],standard_basi:[],standardscal:[1,7,8,9,10,11,12,34,35],stanford:[14,37,42,43],stanforduniversityschoolofengin:43,start:[1,2,3,4,5,6,7,9,10,11,12,13,14,15,21,23,24,26,28,30,31,33,34,36,37,38,40,41,42,43],start_box:24,start_nod:24,start_tim:[15,43],starting_point:[22,39],stat:[7,36,37],state:[0,2,3,5,6,7,8,9,11,12,13,14,25,28,30,34,35,36,37,38,39,40,41,42],statement:[0,1,8,26,33,37],stationari:[37,38],statist:[0,1,2,4,5,8,10,11,12,13,14,15,19,26,27,29,32,34,37,38,39,40,41,43],statu:[0,1,8,10,12,33,37],stavang:[7,27],std:[1,5,7,33,34,36],stdout:[41,42,43],steep:[14,22,37,38,39],steepest:39,step:[0,1,2,3,5,7,8,10,11,12,13,14,15,22,24,26,27,33,40,41,42],step_fn:[0,8,13,37,39,40,41],step_length:[14,38,39],step_siz:38,steps_list:10,stereo:[4,43],still:[1,3,4,6,7,12,14,18,23,24,30,36,37,38,39,40,42,43],stimuli:[13,39,40],stk2100:[32,33],stk3155:[16,27,28,29,31],stk4021:[32,33],stk4051:[32,33],stk4155:[29,31],stk5000:32,stk:[32,33],stochast:[1,2,6,7,9,12,13,16,17,24,27,33,35,36,37,40,41,42],stock:5,stoke:[13,39,40],stone:[1,8,27,37,40],stop:[0,2,5,10,12,14,15,22,37,40,41,42,43],stopiter:[1,8,37],storag:[6,34],store:[1,2,3,4,7,12,14,24,27,30,33,38,39,41,42,43],storehaug:[31,33],str:[2,4,5,41,42,43],straight:[1,7,9,14,33,36,37,38],straightforward:[1,3,4,6,7,9,10,11,14,26,33,34,35,36,37,38,42,43],strategi:[1,2,10,33,41,42],stratifi:[7,36],strength:[1,6,15,34],stretch:12,strict:[9,14,37,38],strictli:[9,14,37,38,43],stride:[5,26,43],strided_height:43,strided_width:43,strike:7,string:[2,41,42],stroke:[8,37],strong:[4,7,10,11,13,26,30,36,39,40],strongli:[1,9,24,25,26,28,41,42,43],stronli:1,structur:[1,2,3,4,7,10,11,13,24,25,33,36,37,38,39,41,42,43],stuck:[2,14,37,38,39,40,41,42],student:[1,27,28,29,31,32,33,42,43],studi:[1,4,5,6,7,8,9,12,13,14,18,20,22,25,27,28,32,33,34,35,38,39,40,41,42,43],studier:32,stuff:[23,24],style:[1,8,10,26,33,37],sub:[10,13,39,40],subarg:24,subdivid:[1,26,33],subfield:1,subject:[7,9,30],submatric:43,submit:33,subplot:[0,1,2,4,5,7,8,9,10,11,15,23,33,36,37,41,42,43],subplots_adjust:[9,30],subprogram:[26,33],subract:[1,34],subregion:43,subroutin:[1,33],subsampl:43,subscript:[2,41,42],subsequ:[2,5,6,7,13,26,30,34,36,39,40,41,42,43],subset:[2,7,10,13,14,25,33,36,37,38,39,40,41,42],subspac:[1,9,12,34],substanti:[10,11,43],substep:12,substitut:[4,7,13,26,36,39],subsubset:10,subtask:7,subtl:[2,40,41],subtract:[1,5,6,7,12,14,18,22,26,27,30,35,36,38,39,41,42,43],subtre:10,subval:24,succeed:[1,5,33],success:[4,8,10,14,30,37,38,43],successfulli:[5,10],sudo:[1,16,25,27,33],suffer:[1,2,3,6,11,33,34,35,40,41,42],suffici:[2,7,9,12,14,36,37,38,41,42],suggest:[2,14,27,28,32,38,40,41,43],suit:[9,13,39,40],suitabl:[1,30,34],sum:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,22,23,26,27,30,33,34,35,37,38,39,42,43],sum_:[0,1,2,3,4,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],sum_i:[1,3,6,7,9,14,18,20,27,34,35,36,38,39,42],sum_j:7,sum_ja_:1,sum_k:[7,9,13,26,40,41,42],sum_logist:[14,38],sum_m:[4,43],sum_n:[4,43],sum_nx_:4,summar:[6,7,10,28,35,36,37,39],summari:[2,4,5,11,22,28,29,35,41,42,43],summat:[1,4,17,34,43],sunni:10,superconduct:35,superfici:4,superscript:[2,13,39,40,41,42],supervis:[1,6,7,8,10,13,25,33,34,36,37,39,42],supplement:[0,8,27,37],support:[1,2,10,11,12,14,23,25,33,34,38,40,41,42],suppos:[0,1,6,7,8,9,11,12,13,14,26,33,34,35,36,37,38,39,40,43],suppress:[6,9,14,35,38,39],sure:[1,2,5,7,23,24,27,40,41,42],surf:[7,27],surfac:[1,7,27,33],surpass:7,surpris:[1,33,43],surround:[4,25,43],survei:[1,6,7,33,34,35,36],svc:[9,10,11],svd:[1,7,12,18,33,36],svdinv:[6,35],svm:[9,10,11,12],svm_clf:[9,11],swap:[23,43],swath:[6,34],sy:[14,37,38,41,42,43],symbol:[2,4,5,6,12,14,15,25,30,33,34,35,38,39,40,41,42,43],symmeteri:[2,41,42],symmetr:[1,6,9,12,13,14,26,33,34,38,39,40,43],symmetri:[7,10],sympi:[1,16,25,27,33,40],synonim:30,syntax:14,syntaxerror:9,system:[0,1,2,4,5,7,8,10,11,13,14,16,25,26,27,33,37,38,39,40,41,42],systemat:[5,7,36],t0:[4,7,14,22,38,39],t1:[3,14,22,38,39,42],t2:[3,42],t3:[3,42],t:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,24,25,26,27,28,30,31,33,36,37,38,39,40,41,42],t_0:[3,10,14,38,39,42],t_1:[14,38,39],t_:[3,42],t_b:11,t_batch:[41,42,43],t_i:[2,3,6,13,28,34,41,42],t_j:13,t_k:10,t_test:[41,42],t_train:[41,42],t_val:[41,42,43],tabl:[10,27,28,30,31,33,39,40],tabul:[1,33],tabular:33,tackl:5,tag:[3,4,5,6,7,8,13,14,15,22,26,30,34,37,38,39,40,41,42],tagrget:40,taht:[1,33],tail:30,tailor:[3,9,12,33,40,42],taiwan:[1,33],take:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,17,22,23,24,25,26,30,33,34,35,36,37,38,39,40,41,42,43],taken:[1,2,4,7,11,14,23,26,33,36,38,41,42,43],tan:4,tangent:[2,5,13,14,37,38,39,40,41,42],tanh:[0,2,5,8,9,13,37,38,39,40,41,42,43],target:[0,1,2,4,5,6,7,8,9,10,11,12,13,23,24,28,33,34,35,36,37,38,39,40,41,42,43],target_iscomplex:[],target_meta:[],target_nam:[10,23],target_ndim:[],target_shap:[],task:[1,2,4,7,10,12,13,15,21,23,27,33,36,39,40,41,42,43],tau:[4,6,30,35,36,43],taught:33,tax:1,taylor:[3,14,37,38,40,42],taylornr:[14,37,38],tba:[],tc:9,td:[2,7,33,36,38,41,42],teach:33,team:[2,41,42],teaser:1,techinc:43,technic:[1,6,7,14,16,27,33,34,38,39],techniqu:[1,2,9,11,14,25,30,32,33,34,36,37,38,39,40,41,43],technolog:[1,2,41,42,43],tell:[1,5,7,11,12,14,30,36,38,39],temp1:[2,41,42],temp2:[2,41,42],temp:[2,41,42],temperatur:[1,10,33],temporarili:[2,40,41],ten:[4,18,33,40,43],tend:[4,6,7,9,10,11,13,14,15,22,34,35,36,38,39,43],tendenc:[1,33],tension:[7,36],tensor:[4,43],tensordot:[],tensordot_adjoint_0:[],tensordot_adjoint_1:[],tensorflow:[1,3,5,9,15,16,25,26,27,28,29,32,33,34],term1:[6,7,12,27,34],term2:[6,7,12,27,34],term3:[6,7,12,27,34],term4:[6,7,12,27,34],term:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,20,22,27,30,33,34,35,37,38,39,42,43],termin:[1,5,6,10,11,14,16,22,33,34,38,39],terrain1:[7,27],terrain:[7,22,27,28],test:[0,4,5,6,7,8,9,10,11,14,18,20,22,23,26,27,30,36,37,38,39,40,43],test_acc:[4,43],test_accuraci:[2,4,41,42,43],test_error:7,test_imag:[4,5,43],test_ind:[7,36,37],test_input:5,test_label:[4,5,43],test_loss:[4,43],test_pr:[2,41,42],test_predict:[2,41,42],test_rnn:5,test_scor:[0,8,11,37],test_siz:[1,2,4,6,7,11,33,34,35,36,37,41,42,43],test_split:10,tester:35,testerror:[1,7,34,36],testi:5,testpredict:5,testx:5,text:[1,2,3,5,6,9,10,12,14,16,22,26,28,30,32,34,36,37,38,39,41,42],textbook:[17,18,22,27,28,34,36],textual:10,textur:[2,10,41,42],tf:[2,4,5,14,15,37,38,41,42,43],tf_loadlibrari:[4,5,15,43],th:[0,1,2,3,6,7,8,10,13,14,15,16,17,26,27,30,33,34,35,36,37,38,39,40,41,42],than:[0,1,2,3,4,5,6,7,8,10,11,12,13,14,18,23,25,28,30,33,34,35,36,39,40,41,42,43],thank:[5,7,34,35,42],thats:[41,42,43],theano:[2,25,33,41,42],thei:[0,1,2,3,4,5,6,7,8,9,10,12,13,14,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],them:[1,2,4,5,7,9,10,11,12,13,14,23,26,27,28,33,34,35,38,39,40,41,42,43],theme:[1,33,38],themselv:[1,30,33,43],thenc:[7,36],theorem:[0,3,7,8,34,37,39,41,42,43],theoret:[1,5,11,33],theori:[1,2,4,9,10,13,14,19,25,27,32,33,35,38,39,40,41,42],thereaft:[1,6,7,12,13,16,17,18,26,27,28,33,36,40,41,42],therebi:[1,6,8,12,33,34,35,37,40,43],therefor:[0,1,2,3,4,5,7,8,9,12,14,30,33,34,36,37,38,39,41,42,43],therein:12,thereof:[1,7,14,33,36,38,39],thesi:[],theta:[2,5,14,22,30,38,39,40,41,42],theta_:[2,14,38,39,41,42],theta_i:[2,41,42],theta_linreg:[14,22,38,39],theta_t:[14,38,39],thetaand:[39,40],thetaor:[39,40],thetaxor:[39,40],thi:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,25,26,27,28,29,30,32,34,35,36,37,38,39,41,42,43],thing:[0,1,2,3,5,6,8,10,23,24,30,33,35,36,37,40,41,42],think:[1,2,4,5,7,10,13,14,15,30,33,36,37,38,39,40,41,42,43],third:[1,4,7,14,22,31,33,37,38,39,43],thirti:[0,8,37],thorughout:33,those:[1,4,6,7,9,10,11,12,22,26,27,28,29,33,34,36,40,43],though:[2,3,4,5,14,23,24,26,30,38,39,41,42],thought:[7,15,27,28,30,36],thousand:[1,2,27,34,38,39,40,41],three:[1,2,4,6,7,9,10,13,16,23,26,27,29,30,31,33,34,35,36,37,39,43],threshold:[2,4,10,11,12,13,14,38,39,40,41,42,43],through:[1,2,3,4,5,6,7,9,12,13,14,15,23,24,25,26,30,33,34,35,36,37,38,39,41,42,43],throughout:[1,5,6,15,25,26,30,33,41,42],thu:[1,2,3,6,7,8,9,11,12,13,14,22,27,31,33,34,35,36,37,38,39,40,41,42,43],thumb:[1,7,27,33,34],thursdai:[31,34],tibshirani:[7,19,27,29,32,33,36],tick:7,tick_param:7,ticker:[7,14,27,30,37,38],tif:[7,27],tight_layout:[0,2,8,37,41,42],tightli:12,tild:[1,6,7,8,12,16,17,18,19,20,27,30,33,34,35,36,40,41,42,43],till:[0,1,5,8,9,10,11,13,26,33,34,35,37,40,41,42,43],time:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,18,22,23,24,25,26,27,28,30,33,34,35,36,37,40,41,42,43],timeit:5,timer:5,tini:[2,40,41],tip:[4,43],titl:[1,2,3,4,5,7,8,9,10,11,14,22,23,27,30,33,36,37,38,39,40,41,42,43],tmp:[14,38,39],tn:[3,4,8,42],to_categor:[2,4,5,41,42,43],to_categorical_numpi:[2,41,42],to_numer:[1,7,33,36],to_numpi:43,todai:4,togeth:[1,4,7,9,12,14,22,24,25,33,38,39,42,43],toi:[15,38,39],told:[14,38],toler:[3,7,15,23,42],tolist:5,tomographi:[13,39,40],too:[1,3,5,6,7,10,12,14,16,30,32,33,34,36,37,38,39,42,43],took:[9,33],tool:[1,2,4,7,14,25,34,36,38,39,40,41,43],toolbox:9,top:[1,4,6,7,10,11,19,25,33,35,36],topic:[1,6,7,8,9,25,27,28,34,35,37],topograph:27,topolog:[2,4,13,39,40,41,43],toposort:[],torkjellsdatt:[31,33],toss:[11,30],total:[0,1,2,3,4,5,7,8,9,10,11,12,13,14,15,16,17,26,28,30,31,33,34,36,37,38,40,41,42,43],total_loss:5,totalclustervari:15,totalscatt:15,toward:[2,3,8,13,14,27,37,38,41,42],towardsdatasci:[38,39],town:1,tp:[5,8],tpng:10,tpu:[14,22,25,33,38,39],tqdm:7,tr:34,trace:[3,23,24],trace_stack:24,traceback:[1,2,3,4,5,7,8,11,14,15,23,24,27,33,35,37,41,42,43],tracer:[3,23,24],track:[4,14,15,24,26,34,37,38,39,43],tract:1,tractabl:[1,33,34],trade:[6,10,20,35,36],tradeoff:[1,6,20,27,33,34,35,37],tradit:[1,2,5,7,33,36,41,42],train:[3,4,6,7,9,10,11,12,13,14,18,20,22,27,28,35,36,37,38,39],train_acc:[41,42,43],train_accuraci:[1,2,4,33,41,42,43],train_dataset:5,train_end:[1,2,34,41,42],train_error:[7,41,42,43],train_imag:[4,5,43],train_ind:[7,36,37],train_label:[4,5,43],train_network:23,train_pr:[2,41,42],train_siz:[1,2,4,34,41,42,43],train_step:5,train_test_split:[0,1,2,4,6,7,8,10,11,12,33,34,35,36,37,41,42,43],train_test_split_numpi:[1,2,34,41,42],trainabl:43,trainable_vari:5,trained_model:[7,34,35],trainerror:[1,34],traini:5,training_checkpoint:5,training_dataset:5,training_gradi:[14,22,38,39],training_gradient_fun:[38,39],training_loss:[38,39],trainingerror:[7,36],trainpredict:5,trainscor:5,trainx:5,trait:[1,33],trajectori:5,trajectory_i:[22,39],trajectory_x:[22,39],transfer:[10,43],transform:[0,1,6,7,8,9,10,11,12,13,14,22,23,25,26,33,34,35,36,37,38,39,40,41,42],transit:[7,13,39,40],translat:[2,5,7,11,33,34,35,41,42,43],transpos:[2,6,12,23,26,34,35,41,42,43],travers:[1,6],treat:[1,2,4,7,13,14,23,30,33,34,35,36,37,38,39,40,41,42,43],tree:[1,2,7,25,27,33,40,41,42,43],tree_clf:[10,11],tree_clf_:10,tree_clf_sr:10,tree_reg1:10,tree_reg2:10,tree_reg:10,trend:30,treue:8,trevor:[19,27,32],tri:[3,4,5,10,14,37,38,42],triain:1,trial:[1,3,5,7,14,30,33,36,37,38],triangl:[14,37,38],triangular:26,trick:[4,5,9,12,14,22,30,38,39,43],tricki:24,trickier:30,tridiagon:26,trigger:[1,8,37],trigonometr:43,trillion:25,trivial:[1,2,6,12,30,33,35,41,42],troubl:[1,9,13,23,24,34,40,41],truck:[4,43],true_beta:[7,34,35],true_divid:[],true_fun:[7,36],truncat:[22,39,40],trust:10,tucker:9,tuesdai:[31,33,36,37,38,42],tumor:[0,8,10,28,37],tumour:[0,8,37],tunabl:[2,22,28,41,42],tune:[5,10,14,22,26,28,33,37,38,39,43],tup:[],tupl:[23,24,41,42,43],turn:[0,1,2,6,7,8,9,10,11,12,13,14,20,26,27,30,33,34,36,37,38,39,40,41,42,43],tutori:[2,5,41,42],tv:[3,42],tveito:[3,42],tvw1zdmznwm:39,tweak:[2,5,11,30,40,41,42],twice:[14,37,38],twist:12,two:[1,2,3,5,6,7,8,10,11,12,13,14,16,17,23,26,29,30,32,33,35,36,38,39,42],tx:[14,37,38,39,40],tx_1:[14,37,38],txt:5,ty:[14,37,38],type:[1,2,4,7,9,11,14,17,23,24,26,27,30,34,35,36,37,38,41],typeerror:[7,14,23,24],typic:[1,2,3,4,5,6,8,10,11,13,14,22,28,30,33,34,35,36,37,38,39,40,41,42,43],typo:[27,28],u:[1,3,6,7,9,11,12,13,18,26,33,34,35,39,40,42,43],u_:26,u_i:[13,39],u_m:11,ua:[1,33],ubuntu:[1,16,25,27,33],uci:[1,28],ufunc:23,uio:[23,27,28,31,32],un:15,unabl:[10,23],unari:[26,33],unary_f:24,unary_oper:24,unary_to_nari:24,unbalanc:[7,10,36,37],unbias:[1,6,7,33,35,36],unbroadcast:[],unbroadcast_f:[],uncent:[7,35],uncertainti:[1,6,33,35,36],uncertitud:30,unchang:[2,4,40,41,43],uncorrel:[11,30],undefin:[6,34],under:[1,2,6,7,11,14,16,17,25,27,28,33,34,35,36,37,38,41,42],underdetermin:[1,33],underfit:[2,7,36,40,41],underflowproblem:[6,35,36],undergo:[6,23,35,36],undergradu:[29,31],underli:[1,2,10,14,30,33,38,39,40,41],underset:[5,15],understand:[1,2,4,6,7,11,14,15,22,23,25,33,34,35,37,38,39,40,41,42,43],understood:[9,14,38,39],undesir:9,undetermin:[6,9,35,36],undo:5,unexpect:[7,14,36],unexpected:30,unfair:[7,34,35],unfortun:[2,9,10,11,40,41],unicode_liter:[9,10],uniform:[1,2,6,7,12,14,16,17,27,30,33,34,37,38,41,42],uniformli:[14,30,37,38,39],unifrompdf:30,unimport:[14,37,38],union:[6,7,35,36,37],uniqu:[1,3,7,14,15,26,33,36,37,38,42],unique_cluster_label:15,unit:[1,2,4,5,6,11,13,30,33,34,35,39,40,41,42,43],unitari:[6,7,26,34],unitarili:[26,33],uniti:30,univari:30,univers:[0,1,2,3,14,16,25,27,28,29,31,33,34,35,36,37,38,39,41,42,43],unix:[2,41,42],unknow:[1,26,33],unknown:[1,2,4,5,6,7,9,11,14,17,22,26,33,34,35,36,38,39,40,41,42,43],unknowwn:13,unlabel:[2,40,41],unless:[1,4,7,12,14,27,28,33,36,37,38,40,43],unlik:[2,4,9,14,37,38,39,40,41,42,43],unnecessarili:10,unoptim:43,unord:[4,43],unravel:[2,41,42],unravel_index:43,unreason:43,unrol:[4,12,43],unsampl:43,unseen:[1,8,10,37],unstabl:[2,40,41],unsupervis:[1,2,5,13,25,33,39,40,41],unsymmetr:[26,33],until:[2,3,5,10,13,14,15,23,37,38,39,40,41,42],untouch:1,untradit:43,unusu:[13,39,40],up:[2,4,5,6,7,9,11,12,14,15,17,19,23,24,25,26,27,28,30,31,35,38],updat:[0,2,3,11,13,14,15,22,23,24,38,39,43],update_chang:[41,42,43],update_matrix:[41,42,43],update_weight:24,uploa:33,upload:[25,27,28,32],upon:[1,2,7,8,12,26,27,40,41,42,43],upper:[1,9,10,17,26,34,43],uppercas:[26,33],upsampl:[5,43],upsampled_height:43,upsampled_width:43,upscal:5,uptad:40,ur:41,url:[1,8,33,34,37,39],us:[5,6,7,9,10,11,12,13,15,16,17,18,19,20,23,26,29,30,32,35,36],usa:[33,39],usag:[0,1,9,25,33,34,39,40],usd10000:1,usd:1,use_bia:5,usecol:[1,33],useless:[2,41,42],user:[0,1,2,3,4,5,7,8,9,10,12,15,16,22,25,26,27,33,34,35,37,39,41,42,43],usernam:[27,28],userwarn:[7,22,39],usetex:30,usg:[7,27],usr:30,usual:[0,1,4,5,8,13,14,15,33,37,38,39,40,43],ut:[6,35],utf:[1,8,37],util:[2,4,5,7,8,11,15,24,28,33,36,37,40,41,42,43],ux:26,v0:30,v1:30,v2:30,v3:43,v8xr:[39,40,41],v:[3,5,6,7,12,14,18,22,24,25,34,35,38,39,40,41,42,43],v_0:12,v_ind:43,v_stride:43,va:[2,41,42],vahid:33,val:[14,38,39],val_acc:[41,42,43],val_accuraci:[4,43],val_error:[41,42,43],val_loss:5,val_set:[41,42],vale:[3,42],valid:[0,1,2,5,8,10,11,14,22,25,28,30,33,34,38,39,40,41,42,43],validation_data:[4,43],validation_split:5,valu:[0,1,2,3,4,5,7,8,9,10,11,13,14,15,16,17,20,22,23,24,25,26,27,33,38,39,40,41,42,43],valuat:10,valued_at_a:[41,42,43],valued_at_z:[41,42,43],valueerror:3,valy:5,van:[1,19,27,33,34,35,36],vandenbergh:[9,14,37,38],vandermond:[1,33],vanilla:[1,7,12,15,34,35],vanish:[2,5,14,30,37,38],var_x:30,varabl:9,varepsilon:[6,7,19,27,35,36],varepsilon_:[6,7,35,36],varepsilon_i:[6,7,35,36],vari:[1,2,4,6,7,11,16,17,23,33,36,40,41,42,43],variabl:[1,2,3,6,7,8,9,11,12,13,14,15,22,23,26,33,34,35,36,39,40,41,42,43],varianc:[1,2,6,8,10,11,12,14,15,19,20,22,25,26,30,33,34,37,38,39,40,41],variance_i:[6,12,34],variance_x:[6,12,34],variant:[1,2,7,9,13,14,33,34,37,38,39,40,41,42,43],variat:[4,5,12,33,43],varieti:[1,4,13,16,25,27,33,39,40,43],variou:[0,2,4,6,7,8,9,10,12,13,14,17,19,22,25,26,27,30,34,35,38,39,40,41,42,43],varydimens:5,vastli:[4,43],vaue:[2,41,42],vault:1,vdot:[3,14,37,38,42],ve:[27,28,43],vec:[7,36],vector:[0,1,2,3,4,5,6,7,8,10,11,12,14,15,17,18,22,23,24,25,35,36,37,38,40,41,42],vector_mean:15,ventur:[1,9,16,25,33],verbos:[2,4,5,41,42,43],veri:[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,23,24,27,28,30,32,33,34,35,36,37,38,39,40,41,42,43],verifi:[4,12,26,33],versatil:[9,33],versicolor:[9,10],version:[1,4,11,14,15,16,23,24,25,26,27,28,30,33,38,43],versu:[2,40,41],vert:[0,1,2,6,7,8,9,10,12,14,18,33,34,35,36,37,38,40,41,42],vert_1:[6,7,34,35,36],vert_2:[6,7,12,18,34,35,36],vertic:43,vg5wr4qee1zxk:43,vi:[41,42,43],via:[0,1,6,7,8,9,10,11,12,13,16,20,25,26,27,29,30,31,33,34,35,36,37,39,40,41,42,43],vidal:12,video:[1,2,13,25,29,31,33,34,35,36,40,41,42,43],view:[2,4,6,7,13,14,22,30,32,33,35,36,38,39,41,43],vii:[41,42,43],viii:[41,42,43],violat:9,virginica:10,viridi:[1,2,3,4,33,41,42,43],virtual:[2,40,41],viscos:[14,38,39],viscou:[14,38,39],visibledeprecationwarn:[],visin:43,vision:[1,4,43],visual:[1,4,12,13,16,25,33,34,39,40],visualis:[2,41,42],viz:[7,9,30],vjp:24,vjp_0:[],vjp_0_fun:[],vjp_1:[],vjp_1_fun:[],vjp_argnum:[],vjpfun:[],vjpmaker:[],vjpnode:24,vjps_dict:[],vkbntn:42,vmap:[14,38],vmax:[2,7,41,42,43],vmh0zpt0tli:39,vmin:[2,7,41,42,43],voic:[4,43],volum:[1,4,33],volume18:42,von:[40,41,42],vote:11,voting_clf:11,votingclassifi:11,votingsimpl:11,vs:[1,5,7,38],vscode:[23,24],vspace:24,vstack:[6,12,26,30,33,34,41,42,43],vt:[6,34,35,43],w1:[9,23,24],w2:[9,12,23,24],w3:9,w:[0,1,2,3,4,5,6,7,8,9,11,12,13,14,15,23,24,26,30,33,34,36,37,38,39,40,41,42,43],w_0:40,w_1:[9,26,40,41,43],w_1a_0:[40,41],w_1x:[40,41],w_1x_1:9,w_1x_:9,w_2:[9,26,40,41,43],w_2a_1:[40,41],w_2x_2:9,w_2x_:9,w_3:26,w_4:26,w_:[2,13,39,40,41,42,43],w_g:[23,24],w_hidden:[3,42],w_i:[2,3,11,40,41,42],w_ix_i:[13,39,40],w_j:26,w_m:26,w_output:[3,42],w_px_:9,w_px_p:9,wa:[1,2,3,4,5,6,7,8,11,12,13,15,18,23,26,27,33,34,35,36,37,39,40,41,42,43],wai:[1,2,3,4,5,6,7,8,9,11,12,13,14,15,18,23,24,26,28,30,33,34,35,37,38,41,42],walk:10,walker:30,wang:[1,33],want:[1,2,3,4,5,6,7,9,10,11,12,13,14,15,16,17,18,23,24,25,27,28,30,33,34,35,36,37,38,39,40,41,42,43],warn:[5,9,41,42,43],warrant:[7,36,37],wast:[4,38,39,43],watch:[25,39,40,41,42,43],wave:4,wavelet:9,we:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,23,24,25,26,27,28,29,30,31,32,34,35,36,37,43],weak:[10,11,15],weather:[2,13,39,40,41,42],web:[25,29,31,33],weblink:28,webpag:33,websit:[7,26,27,29,33],wedg:[9,30,40,41],wednesdai:[31,33,36,37,38,42],wee:12,week44:43,week:[1,6,7,8,27,28,29,31],weekli:[17,25,27,31,32,33,39],weierstrass:40,weight:[0,1,2,3,4,7,8,10,11,13,14,23,24,27,28,30,37,38,39,40,43],weight_arrai:[41,42],weights_next:43,weigth:[3,24,42],welchlab:[39,40,41],welcom:[9,25],well:[0,1,2,3,4,5,6,7,8,9,10,11,13,14,16,17,20,21,22,23,24,25,26,27,28,30,32,33,34,35,36,37,38,39,40,41,42],went:9,were:[1,2,4,5,6,7,8,9,11,12,13,15,30,33,34,36,37,39,40,41,42,43],wessel:[1,19,27,33,34,35,36],what:[2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,20,23,24,25,26,27,28,30,37,38,39,40,41,42],whatev:[4,23,43],when:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,17,18,19,22,23,24,26,27,28,30,33,34,35,36,37,40,41,42,43],whenev:[14,22,30,38,39,40],where:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,22,23,24,25,26,27,28,30,31,33,34,35,36,37,38,39,40,41,42,43],wherea:[7,30,36],wherefrom:27,wherein:[2,13,39,40,41,42],whether:[1,4,6,8,10,27,28,30,33,35,37,43],which:[0,1,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,23,24,25,26,27,28,29,30,31,33,34,35,36,37,43],whichev:[2,4,41,42,43],whilst:43,white:10,whiteboard:[35,36,37,38,39,40,41,42],who:[1,29],whole:[2,4,5,6,10,12,14,23,35,36,38,39,41,42,43],whose:[1,7,11,30,34,36,43],whow:[12,34],why:[1,2,4,7,14,22,23,27,35,37,38,41],wide:[0,1,2,4,7,8,13,16,25,26,27,33,36,37,39,40,41,42,43],widehat:[7,36],width:[1,4,9,10,23,33,43],width_index:43,wieringen:[1,19,27,33,34,35,36],win:11,wind:10,window:43,windows_out:43,wing:[31,33],winther:[3,42],wiothout:[7,34],wiscons:[0,8,37],wisconsin:[11,28,41,42],wisdom:[7,35],wise:[1,2,6,13,14,23,34,38,39,41,42,43],wish:[0,1,3,6,8,9,12,14,15,26,27,28,33,34,37,38,40,41,42,43],with_std:[1,34],wither:7,within:[0,1,3,4,5,8,10,13,14,15,23,30,32,33,37,38,42,43],withinclust:15,without:[1,2,6,7,9,10,12,13,14,22,28,33,34,35,36,38,39,40,41,42,43],wo5dmep_bbi:[39,40,41],won:[1,33,40],wonder:9,word:[1,2,4,5,6,7,8,15,30,33,34,35,36,41,42,43],work:[1,2,5,7,8,9,10,14,16,22,23,24,25,27,28,29,30,31,33,34,36,37,38,39,40,41,42,43],workshop:33,world:[1,9,34,43],worldwid:[1,33],wors:[1,2,4,5,7,33,36,40,41,43],worst:[10,43],worth:[10,23,43],worthi:[27,28],would:[1,2,4,6,7,8,9,10,11,12,13,14,24,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],wrap:[7,26,33],wrap_util:24,wrapper:[23,24],write:[1,2,3,4,6,7,8,9,13,14,16,17,18,21,22,23,26,33,34,36,37,38,39,40,42,43],written:[1,3,4,6,12,13,14,17,25,26,27,28,30,33,34,35,36,37,38,39,40,41,42,43],wrong:[2,9,40,41,42],wrongli:11,wrote:[6,12,34],wrt:[11,14,22,23,24,38,39,40,41],wth:[11,14,22,38,39],wurstemberg:[40,41,42],www:[25,26,27,28,32,33,35,39,40,41,42,43],wx_1:9,x0:9,x1:[5,9,10,11,14,38,39],x1_exampl:9,x1d:9,x2:[9,10,11,14,38,39],x2d:[9,12],x2d_train:12,x2dsl:12,x3:[9,10],x4:10,x:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,26,27,28,30,33,36,37,38,39,40,41,42,43],x_0:[1,6,12,26,33,34,35,36,40],x_1:[0,1,3,6,7,8,9,10,11,12,14,26,30,33,34,35,36,37,38,39,40,41,42],x_2:[0,1,3,6,7,8,9,10,11,12,14,26,30,33,34,36,37,38,39,40,41,42],x_3:[9,26,30,40],x_4:[26,40],x_5:40,x_:[1,3,4,6,7,9,11,12,14,15,19,24,26,27,30,33,34,35,36,37,38,40,42,43],x_batch:[41,42,43],x_batch_feedforward:43,x_batch_feedforward_shap:43,x_batch_pad:43,x_center:12,x_data:[2,41,42],x_data_ful:[2,41,42],x_hidden:[3,42],x_i:[0,1,2,3,6,7,8,9,10,11,12,13,14,15,18,26,30,33,34,35,36,37,38,39,40,41,42],x_input:[3,42],x_ix_:[1,33],x_iy_i:9,x_j:[1,3,9,10,13,17,30,34,39,40,42],x_jy_j:9,x_k:[13,15,26,30,34,39],x_l:[30,40],x_m:[7,13,26,30,36,39],x_n:[1,3,4,7,9,12,13,14,26,30,33,36,37,38,39,40,42],x_new:[10,11],x_offset:[7,34,35],x_output:[3,42],x_p:[0,4,8,10,37],x_poli:10,x_poly10:10,x_pred:5,x_prev:[3,42],x_reduc:12,x_scale:9,x_small:[14,38],x_test:[0,1,2,4,6,7,8,10,11,12,33,34,35,36,37,41,42,43],x_test_own:7,x_test_scal:[1,7,8,10,11,12,34,35],x_tot:5,x_train:[0,1,2,4,5,6,7,8,10,11,12,33,34,35,36,37,41,42,43],x_train_mean:[7,34,35],x_train_own:7,x_train_scal:[1,7,8,10,11,12,34,35],x_val:[2,41,42,43],xapprox:43,xarrai:[25,33],xavier:[2,40,41],xbkjd4ccgq:33,xbnew:[14,37,38],xcode:[1,16,25,27,33],xdclassiffierconfus:11,xdclassiffierroc:11,xfin:23,xg_clf:11,xgb:11,xgbclassifi:11,xgboost:10,xgboot:11,xgbregressor:11,xgparam:11,xgtree:11,xi:[9,14,22,38,39],xi_1:9,xi_:9,xi_i:9,xinv:[35,39,40],xk:9,xla:[14,22,25,33,38,39],xlabel:[1,2,3,4,5,6,7,8,9,10,11,14,22,23,27,30,33,35,36,37,38,39,41,42,43],xlim:[7,11,36],xm:10,xmesh:[14,38],xnew:[1,14,22,33,37,38,39],xp:30,xpanda:[1,34],xpd:[6,12,34],xplot:1,xs:10,xscale:[1,34],xsr:10,xt_x:[14,22,37,38,39],xtest:[7,36,37],xtick:[4,7,9,10,36,43],xtrain:[7,36,37],xu:[1,33],xx:[1,26,33],xy:[1,7,9,26,27,33],xytext:9,xz:[26,33],y1:5,y2:5,y3:5,y:[0,1,2,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,26,27,30,33,34,35,36,37,38,39,40,41,42,43],y_0:[1,6,12,26,33,34,35,36],y_1:[1,6,9,10,12,14,26,33,34,35,36,37,38],y_1y_1:9,y_1y_1k:9,y_1y_2:9,y_1y_2k:9,y_1y_n:9,y_1y_nk:9,y_2:[1,6,9,10,12,26,33,34],y_2y_1:9,y_2y_1k:9,y_2y_2:9,y_2y_2k:9,y_3:[1,10,26],y_4:26,y_:[1,2,6,7,11,12,26,33,34,35,36,41,42,43],y_data:[1,2,6,7,33,34,35,37,41,42],y_data_ful:[2,41,42],y_decis:9,y_fit:[1,34],y_i:[0,1,2,6,7,8,9,10,11,12,13,14,16,17,18,19,20,26,27,28,33,34,35,36,37,38,39,40,41,42],y_if_:11,y_ix_:[1,33],y_ix_i:[0,8,9,14,34,37,38],y_iy_jk:9,y_j:[7,9,13,20,27,36,39,40,41],y_k:[13,39],y_m:26,y_model:[1,5,6,7,33,34,35,37],y_n:[9,14,37,38],y_ny_1:9,y_ny_1k:9,y_ny_2:9,y_ny_2k:9,y_ny_n:9,y_ny_nk:9,y_offset:[7,34,35],y_plot:10,y_pred1:10,y_pred2:10,y_pred:[0,1,2,5,7,8,9,10,11,34,35,36,37,41,42],y_pred_rf:11,y_pred_tre:11,y_predict:[0,39],y_proba:[0,8,11,37],y_scaler:[7,35],y_test:[0,1,2,4,5,6,7,8,10,11,12,33,34,35,36,37,41,42,43],y_test_onehot:[2,41,42],y_test_predict:1,y_tot:5,y_train:[0,1,2,4,5,6,7,8,10,11,12,33,34,35,36,37,41,42,43],y_train_mean:[7,34,35],y_train_onehot:[2,41,42],y_train_predict:1,y_train_scal:[7,35],y_val:[2,41,42,43],yadav:42,yand:[39,40],ye:[4,7,8,36,37,43],year:[1,25,33,43],yet:[1,2,7,9,12,14,23,33,37,38,40,41,42,43],yfin:23,yi:[14,22,38,39],yield:[1,3,6,7,8,9,11,13,14,15,26,30,33,35,36,37,38,39,40,41,42,43],yk:9,ylabel:[1,2,3,4,5,6,7,8,9,10,11,14,22,23,27,30,33,35,36,37,38,39,41,42,43],ylim:[4,7,36,43],ym:10,ymesh:[14,38],yn:1,yo:[9,10,11],yor:[39,40],yoshua:[2,32,40,41],you:[1,2,4,5,6,7,9,10,11,12,14,16,17,18,20,21,22,23,24,25,26,27,28,30,31,32,33,34,35,36,37,38,39,40,41,42,43],young:1,your:[2,3,5,6,7,9,12,14,18,20,21,22,23,24,25,26,27,35,36,37,38,39,40,41,42,43],yourself:[12,14,33,38,43],youtu:[37,39,42],youtub:[25,39,40,41,42,43],ypred:[7,36,37],ypredict2:[14,22,37,38,39],ypredict:[1,14,22,33,34,37,38,39],ypredictlasso:[6,35],ypredictol:[1,6,35],ypredictown:[7,34,35],ypredictownridg:[7,35],ypredictridg:[1,6,7,35,37],ypredictskl:[7,34,35],yridg:33,ys:10,ytest:[7,36,37],ytick:[4,7,9,10,36,43],ytild:[1,7,33,34,36],ytildelasso:[6,35],ytildenp:[1,33,34],ytildeol:[1,6,35],ytildeownridg:[7,35],ytilderidg:[6,7,35],ytrain:[7,36,37],yuxi:33,yx:[26,33],yxor:[39,40,41,42],yy:[26,33],yz:[26,33],z1:[23,24],z2:[23,24],z:[0,1,2,3,4,5,6,7,8,9,10,12,13,14,23,24,26,27,30,33,34,36,37,38,39,40,41,42,43],z_0:[26,33,40],z_1:[26,33,40,41],z_2:[24,26,33,40,41],z_:[2,3,13,26,33,40,41,42],z_c:[2,41,42],z_h:[2,41,42],z_hidden:[3,42],z_i:[2,13,39,41,42],z_j:[2,13,42],z_k:[13,34,40,41],z_m:[2,41,42],z_matric:[41,42],z_matrix:43,z_mod:10,z_o:[2,41,42],z_output:[3,42],zaman:30,zaxi:[7,27],zero:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,18,19,20,22,23,24,26,27,30,33,34,35,36,37,38,39,40,41,42,43],zeros_lik:5,zeroth:[34,43],zfill:5,zip:[5,7,23,24],zm_h:[1,33],zn:1,zone:1,zoom:33,zs:24,zx:[26,33],zy:[26,33],zz:[26,33]},titles:["Exercises Week 42: Logistic Regression and Optimization, reminders from week 38 and week 40","<span class=\"section-number\">3. </span>Linear Regression","<span class=\"section-number\">14. </span>Building a Feed Forward Neural Network","<span class=\"section-number\">15. </span>Solving Differential Equations  with Deep Learning","<span class=\"section-number\">16. </span>Convolutional Neural Networks","<span class=\"section-number\">17. </span>Recurrent neural networks: Overarching view","<span class=\"section-number\">4. </span>Ridge and Lasso Regression","<span class=\"section-number\">5. </span>Resampling Methods","<span class=\"section-number\">6. </span>Logistic Regression","<span class=\"section-number\">8. </span>Support Vector Machines, overarching aims","<span class=\"section-number\">9. </span>Decision trees, overarching aims","<span class=\"section-number\">10. </span>Ensemble Methods: From a Single Tree to Many Trees and Extreme Boosting, Meet the Jungle of Methods","<span class=\"section-number\">11. </span>Basic ideas of the Principal Component Analysis (PCA)","<span class=\"section-number\">13. </span>Neural networks","<span class=\"section-number\">7. </span>Optimization, the central part of any Machine Learning algortithm","<span class=\"section-number\">12. </span>Clustering and Unsupervised Learning","Exercises week 34","Exercises week 35","Exercises week 36","Exercises week 37","Exercises week 38","Exercises week 39","Exercises week 41","Exercises week 42","Exercises week 43","Applied Data Analysis and Machine Learning","<span class=\"section-number\">2. </span>Linear Algebra, Handling of Arrays and more Python Features","Project 1 on Machine Learning, deadline October 7 (midnight), 2024","Project 2 on Machine Learning, deadline November 4 (Midnight)","Teaching schedule with links to material","<span class=\"section-number\">1. </span>Elements of Probability Theory and Statistical Data Analysis","Teachers and Grading","Textbooks","Week 34: Introduction to the course, Logistics and Practicalities","Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression","Week 36: Linear Regression and Statistical interpretations","Week 37: Statistical interpretations and Resampling Methods","Week 38: Logistic Regression and Optimization","Week 39: Optimization and  Gradient Methods","Week 40: Gradient descent methods (continued) and start Neural networks","Week 41 Neural networks and constructing a neural network code","Week 42 Constructing a Neural Network code with examples","Week 43: Deep Learning: Constructing a Neural Network code and solving differential equations","Week 44,  Convolutional Neural Networks (CNN)"],titleterms:{"0":41,"1":[1,16,17,18,19,23,24,27,33,34,40,41,42],"11":40,"14":41,"16":37,"2":[1,16,17,18,19,23,24,28,33,34,35,40,41,42],"2023":31,"2024":[27,38,39,40,41],"21":42,"23":38,"26":34,"27":38,"28":43,"3":[1,16,17,23,24,33,34,40,41,42],"30":39,"34":[16,33],"35":[17,34],"36":[18,35],"37":[19,36],"38":[0,20,37],"39":[21,22,38],"3d":43,"4":[1,23,24,28,34,41],"40":[0,22,39],"41":[22,40],"42":[0,23,41],"43":[24,42],"44":43,"5":[1,23,24],"6":[23,24],"7":[23,24,27,40],"8":24,"9":36,"case":[9,11,30,34,35,37,38,43],"class":[0,37,40],"do":[2,35,36,38,39,40,41,42,43],"final":[13,22,28,34,35,38,39,40,41,42,43],"float":40,"function":[0,1,2,7,8,9,11,12,13,14,22,27,28,30,33,34,35,36,37,38,39,40,41,42,43],"import":[6,22,26,33,34,35,39,40,41,43],"new":[5,35,36,40,43],A:[0,1,2,5,9,10,22,33,35,36,37,39,40,41,42,43],AND:[39,40],And:[22,33,34,35,37,38,39],But:[22,38,39],For:34,In:[31,40],Is:[40,41],Ising:7,OR:[39,40],The:[0,1,2,3,4,6,7,8,9,10,12,13,18,25,33,34,35,36,37,38,39,40,41,42,43],To:[33,34],With:[5,35],about:[33,34],abov:[35,40,41,42,43],activ:[2,13,23,28,35,39,40,41,42,43],ad:[1,7,18,27,33,34,39,40,41],adaboost:11,adagrad:[14,22,38,39],adam:[14,22,38,39],adapt:[11,22,38,39],add:43,addit:43,adjust:[2,41,42],advanc:[22,39],adversari:5,again:[0,4,10,37,43],ai:[27,33],aim:[9,10,18,19,20,21,22,23,24,33],aka:[33,34],al:[22,39,43],algebra:[26,33],algorithm:[10,11,12,13,22,28,34,38,39,40,41,42],algortithm:[14,37,38],all:[9,40,41],an:[1,5,11,33,40],analys:[6,34],analysi:[1,6,7,12,25,27,28,30,33,34,35,36,40],analyt:[1,17,18,22,42],analyz:[40,41],ani:[14,24,37,38],anoth:[10,35,36],appli:25,approach:[1,9,15,33,36,38,39],approxim:[13,40],architectur:[2,41,42],argument:[38,39],arithmet:43,arrai:[26,33],artifici:[39,40],assist:31,assumpt:[35,36],august:34,autocorrel:30,autograd:[3,14,22,24,38,39,42],automat:[14,22,38,39,40,42],avoid:[],b:[18,27,28,38],back:[2,12,13,40,41,42],background:[25,27,28,36],backpropag:[24,43],bag:11,base:[14,22,36,38,39],basic:[1,6,8,10,11,12,26,34,35,36,37,40],batch:[2,24,38,39,40,41],bay:[6,35,36],befor:[12,43],bengio:[40,41],beta:[35,36],better:[9,39,40],bia:[7,27,36],bias:[40,41,42],binari:[2,41,42],bind:33,bird:11,boldsymbol:[34,35,36],book:[40,41,42],boost:11,bootstrap:[7,11,36],boston:1,breast:[2,41,42],brief:[33,36,37,38,43],bring:[13,40,41],build:[2,4,10,41,42,43],c:[27,28,33],calcul:34,can:[22,33,36,38,39,40],cancer:[0,2,8,10,12,37,41,42],cart:10,center:34,central:[14,25,30,36,37,38],chain:[13,40,41],challeng:37,chang:11,channel:33,chi:[1,33],choic:[40,41],choos:[2,41,42],cifar01:[4,43],classic:12,classif:[0,2,10,11,28,37,41,42],classifi:[9,37],clip:[2,40,41],cluster:15,cnn:[4,43],code:[1,2,3,6,10,12,13,14,15,22,28,33,34,35,36,37,38,39,40,41,42,43],collect:[2,4,41,42,43],come:37,common:43,commun:33,commut:43,compact:[0,37,40,41],compar:[3,11,42],comparison:35,compet:[22,38,39],compil:43,complet:[34,40,41],complex:[1,7,27,34],complic:[7,38,39,40],compon:12,compress:43,comput:[10,38,39],computation:36,computerlab:33,con:10,concept:30,condit:[35,36,37,38],confid:36,conjug:[14,38],connect:43,consider:[40,41,43],construct:[40,41,42],content:43,continu:39,contn:33,convex:[9,14,37,38],convolut:[4,13,39,40,43],convolution2dlay:43,correctli:[35,36],correl:[0,12,34,37,43],correspond:[37,38],cost:[0,2,11,34,35,36,37,38,40,41,42,43],count:40,cours:[25,32,33],covari:[6,12,30,34],cover:33,critic:28,cross:[0,7,27,36,37,43],ct:43,custom:23,cython:33,d:[27,28],data:[0,1,2,4,7,8,10,12,16,17,23,25,27,30,33,34,35,37,40,41,42,43],dataset:[2,4,41,42,43],deadlin:[27,28,33],decai:[3,38,39,42],decis:[10,11],decomposit:[6,12,18,26,34],deep:[2,3,33,37,40,41,42,43],defin:[2,33,40,41,42],definit:[40,41],degre:[1,34],deliveri:[27,28],delta:36,demonstr:43,dens:[1,33,43],deriv:[6,13,34,35,36,37,38,40,41],descent:[0,3,11,14,22,28,37,38,39,42],descript:27,design:34,detail:[4,33,42,43],develop:[2,41,42],diagon:12,differ:[9,28,38,39,43],different:22,differenti:[3,14,38,39,40,42],diffus:[3,42],dimension:[3,4,9,27,34,42,43],directli:[38,39],disadvantag:10,discret:[30,43],discuss:[0,37],distribut:[6,30,35,36],distrubut:36,doe:[34,35,39,40],domain:[30,43],don:43,dot:[38,43],down:[2,40,41],dropout:[2,40,41],e:[27,28],each:[23,37],economi:34,effici:43,electron:[27,28],element:[1,30,33,38,39],elimin:26,elu:[40,41,42],energi:33,ensembl:11,entri:[40,41],entropi:[0,10,37],environ:[1,16,33],equat:[1,3,13,33,34,35,37,38,40,41,42],era:43,error:[1,11,33,34,36],essenti:33,estim:[35,36],et:[22,39,43],etc:[33,43],euler:[3,42],evalu:[2,28,40,41,42,43],exampl:[0,1,2,3,4,5,7,8,9,10,11,22,33,34,35,36,37,38,39,40,41,42,43],exercis:[0,1,7,16,17,18,19,20,21,22,23,24,33,34,40,42],expect:[19,30,35,36],expens:36,experi:30,explicit:[40,41],explod:[40,41],explor:[1,16,17,33],exponenti:[3,42],express:[0,18,19,34,37,38,40,41],extend:[0,37,38,40],extrapol:5,extrem:[11,33],ey:11,f:[27,28],fall:31,famili:[2,33,34,40,41,42],famou:26,fantast:34,featur:[10,26,34],feed:[2,13,24,39,40,41,42],file:43,find:[36,38,43],fine:[2,40,41],first:[5,13,28,33,34,35,37,38,40,41,42],fit:[1,11,33,35],fix:34,flatten:43,fold:[36,37],forc:4,forest:11,format:[27,28,33],forward:[2,3,13,24,39,40,41,42],fourier:[4,43],frank:[7,27,34],freedom:[1,34],frequent:34,frequentist:[1,33],fridai:[],from:[0,6,11,13,22,28,34,35,36,37,38,39,40,41,43],full:[3,41,42,43],fulli:43,funtion:[40,41],further:[4,6,34,43],g:27,gan:5,gate:[39,40,41,42],gaussian:26,gd:[14,22,38,39],gener:[5,10,33,40,43],geometr:[12,37,38],get:[22,39,40],gini:10,glorot:[40,41],good:[1,33],goodfellow:[22,39],grade:[31,33],gradient:[0,2,3,11,14,22,24,28,37,38,39,40,41,42],grid:37,group:37,growth:[3,42],ha:25,hand:[24,40,41,42],handl:[26,33,34],happen:[35,36],hard:[],hessian:[34,37,38],hidden:[3,40,41,42,43],histogram:36,homework:[37,38],homogen:[40,41],hous:1,how:[37,43],hyperbol:[39,40,41],hyperparamet:[2,40,41,42],hyperplan:9,i:[2,42],id3:10,idea:[12,43],ideal:[37,38],ident:[35,36],identifi:36,ii:[33,42],iid:[35,36],iii:42,illustr:[35,39,40],imag:43,implement:[2,39,41,42],implic:[6,34],improv:[2,38,41,42],includ:[0,14,22,37,38,39,40],increment:12,independ:[35,36],index:10,inform:31,ingredi:40,init:[41,42],input:[3,23,24,40,41,42],insight:[40,41],instal:[25,27,33],instructor:31,intercept:34,intermedi:40,interpret:[6,12,33,34,35,36,37,38],interv:36,introduc:[12,14,22,34,38,39],introduct:[1,7,25,26,27,28,33,39,40],invers:[6,26,35],invert:34,iter:[11,38],its:34,iv:42,jacobian:[34,42],jax:[14,22,38,39],job:[39,40],julia:33,jungl:11,k:[36,37,40,41],kei:43,kera:[2,4,41,42,43],kernel:[9,12,43],l:[40,41],lab:[36,37,38,39,42,43],lagrangian:9,lambda:37,lasso:[6,7,27,34,35,36,37,39],last:[34,37,39,40,41],later:[6,34,41],layer:[2,3,4,13,23,24,40,41,42,43],layout:[40,41],learn:[1,2,3,12,14,15,16,17,22,25,27,28,33,34,35,36,37,38,39,40,41,42,43],least:[6,7,19,27,33,34,35],lectur:[33,34,35,36,37,38,39,40,41,42,43],level:11,librari:[25,33],likelihood:[0,8,35,36,37],limit:[2,14,30,36,37,38,39,40,41],linear:[1,9,14,26,28,33,34,35,37],link:[6,12,29,32,34,35,36],list:[40,41,43],literatur:[27,28],logist:[0,8,28,33,37,38,39,40,41],loop:[38,39],loss:[34,37,38],lu:26,machin:[1,9,14,25,27,28,33,37,38],made:[35,36],main:[30,33],make:[1,10,11,16,17,33,34],mani:[11,13],manipul:34,margin:[35,36],mass:33,materi:[27,29,33,34,35,36,37,40,41,42,43],math:[6,34],mathemat:[4,6,9,34,38,39,40,41,42,43],matric:[6,26,33,35,43],matrix:[0,2,6,12,13,26,33,34,35,37,38,39,41,42],matter:[1,33],max:34,maximum:[35,36,37],mean:[1,34,35,37],measur:[0,37],medic:43,meet:[6,11,30,33,34],memori:43,mercer:9,method:[7,10,11,14,22,27,33,36,37,38,39,41,42],midnight:[27,28],min:34,mini:[38,39],minibatch:[22,38,39],minim:[0,33,37,42],ml:33,mle:[35,36],mlp:13,mnist:[4,5,43],mode:40,model:[1,2,5,7,13,33,39,40,41,42,43],moment:[38,39],momentum:[14,22,38,39],mondai:[34,35,36,37,38,39,40,42,43],moon:[9,10],more:[0,4,7,22,26,27,33,34,35,36,37,38,39,40,41,42,43],multi:[39,40,41,42],multiclass:[41,42],multilay:[13,39,40],multipl:[2,4,23,41,42,43],multipli:9,multivari:40,need:[27,33],network:[0,2,3,4,5,8,13,28,33,37,39,40,41,42,43],neural:[2,3,4,5,8,13,28,33,39,40,41,42,43],neuron:[39,40,43],newton:[22,37,38,39],nn:[40,41,42,43],node:[40,41],noeds:41,noen:22,non:9,none:[38,39],normal:[1,2,36,40,41],notat:[13,39],note:[22,27,34,35,39],novemb:28,now:[2,10,14,22,35,36,38,39,41,42],nuclear:[1,33],nueral:[0,37],numba:33,number:[1,3,22,24,30,34,38,39,40,42,43],numer:[3,27,28,30,42],numpi:[22,26,33,38,39],object:[4,24,41,42,43],observ:[40,41],obtain:12,octob:[27,40,41,42,43],od:[3,42],off:[7,27],ol:[6,7,22,27,35,36,38,39],onc:23,one:[3,13,24,37,38,40,41,42,43],ones:[39,40,41],oper:[26,40],optim:[0,2,9,14,25,33,34,37,38,39,40,41,42,43],option:[23,24],order:[14,22,38,39],ordinari:[6,7,19,27,33,34,35,42],organ:[1,33],orient:[24,41,42],oslo:32,other:[0,5,10,12,13,26,27,33,34,37,39,40,41,42],ouput:[40,41],our:[1,5,6,12,14,33,34,37,38,40,41,43],outcom:[25,33],output:[3,40,41,42],over:[40,41],overarch:[1,5,9,10,18,19,20,21,22,23,24,33,34,40],overview:[11,33,38,39],own:[1,11,12,16,17,28,33,34,43],packag:[26,33],pad:43,panda:[33,34],paper:[27,40,41],parallel:40,paramet:[0,33,34,37,38,39,40,41,43],part:[14,25,27,28,34,37,38,40,41,42,43],partial:[3,42],pass:[2,24,41,42],pca:12,pdf:30,pencil:27,percepetron:[40,41],perceptron:[13,39,40,41,42],perform:[2,10,41,42,43],period:4,perspect:[2,40,41],plan:[34,35,36,37,38,39,40,42,43],plot:[36,37],point:[5,40],poisson:[3,42],polynomi:[4,35,43],pool:43,popul:[3,42],popular:33,possibl:42,practic:[14,22,31,33,38,39],pre:[2,4,41,42,43],preambl:27,predict:[5,23],predictor:[0,37],preprocess:34,prerequisit:[4,25,33,43],princip:12,principl:4,pro:10,probabl:[6,30,35,36],problem:[2,3,14,22,33,34,35,37,38,39,40,41,42],procedur:[10,33],process:[2,4,23,41,42,43],product:[38,43],program:[3,14,27,28,37,38,40,42],project:[7,27,28,33,37],prop:[14,38,39],propag:[2,13,40,41,42],properti:[6,30,34,37],python:[1,10,16,25,26,33],quick:9,r:33,random:[11,12,30,37],raphson:[37,38],raschka:43,rate:[22,38,39,41,42],read:[10,33,34,36,37,39,40,41,42],real:[7,23,27,33,40],recogn:43,recommend:[33,34,40,41,42],rectangular:35,recurr:[5,13,39,40],recurs:[38,39],reduc:[1,34,40],reduct:[4,43],refer:27,reformul:[3,42],regress:[0,1,6,7,8,10,11,14,18,19,27,28,33,34,35,36,37,38,39,40],regular:[2,37,41,42,43],relat:34,relev:[32,34,37,39,40,41],relu:[2,40,41,42],remark:[4,43],remind:[0,7,9,33,37,38,40,41,42],repeat:34,replac:[14,38,39],report:[27,28],repositori:36,repres:[],requir:[3,25,42],resampl:[7,27,36],rescal:[7,35],residu:34,resourc:[3,42],result:[34,35,40,41],revers:40,revisit:[14,37,38],rewrit:[33,34,36,43],rewritten:37,ridg:[1,6,7,18,19,27,34,35,36,37,38,39],rm:[14,38,39],rmsprop:[22,38,39],root:[40,41],rule:[13,40,41],run:43,s:[9,11,22,36,37,38,39],same:[14,22,36,38,39],sampl:12,scale:[34,43],scan:43,schedul:[29,33,41,42,43],schemat:10,scheme:[3,42],scienc:33,scikit:[1,2,12,16,17,33,34,35,36,37,38,41,42],search:37,second:[14,22,38,39],select:37,semest:31,sensit:[37,38],separ:43,septemb:[35,36,37,38,39],seri:43,seriou:40,session:[34,35,36,37,38,39,40,41,42,43],set:[1,3,4,10,13,16,33,34,37,40,41,42,43],setup:[42,43],sgd:[14,38,39],should:[2,40,41,42],sigmoid:[40,41],similar:[14,22,38,39],simpl:[1,5,10,14,33,34,35,37,38,39,40,41,43],simpler:40,simplif:43,singl:[11,39,40],singular:[6,12,18,34],size:34,slightli:[38,39],smarter:40,soft:9,softmax:[2,41,42],softwar:[27,33],solut:42,solv:[3,35,37,38,42],solver:14,some:[14,26,34,37,38,40],sound:43,specif:42,specifi:[3,42],speed:43,split:[1,16,17,33,34],squar:[1,6,7,11,19,27,33,34,35],stage:43,standard:[14,34,36,38],start:[22,39],state:[1,33],statist:[6,7,25,30,33,35,36],steepest:[11,14,37,38],step:[28,36,37,38,39],still:34,stochast:[14,22,28,30,38,39],stop:[38,39],strong:43,strongli:33,studi:[0,37],subtract:34,suggest:[33,37,39],sum:[36,40,41],summar:43,summari:[31,33,39],superposit:4,supervis:[2,40,41],support:9,svd:[6,34,35,43],syntax:38,systemat:[4,43],t:[34,35,43],taken:[22,39],teach:[29,31],teacher:[31,33],technic:[35,42],techniqu:[7,12,27],technolog:25,tensorflow:[2,4,41,42,43],tent:33,term:[36,40,41],test:[1,2,16,17,28,33,34,35,41,42],text:33,textbook:[32,33],than:[37,38],theorem:[6,9,12,13,30,35,36,40],theori:30,thi:[18,19,20,21,22,23,24,33,40],think:34,three:[40,41],through:40,thursdai:[],time:[38,39],tip:[14,22,38,39],toeplitz:43,togeth:[13,40,41],tool:[27,33],top:[2,40,41,43],topic:33,toward:12,trade:[7,27],tradeoff:[7,36],train:[1,2,5,16,17,23,24,33,34,40,41,42,43],transform:[4,43],tree:[10,11],trial:42,tuesdai:[35,39,40,41,43],tune:[2,40,41],two:[0,4,9,24,25,27,34,37,40,41,43],type:[3,5,13,33,39,40,42,43],uio:33,understand:[24,36],univers:[13,32,40],unsupervis:15,unsupport:38,up:[1,3,10,13,16,22,33,34,36,37,39,40,41,42,43],updat:[40,41,42],us:[0,1,2,3,4,8,14,22,24,25,27,28,33,34,37,38,39,40,41,42,43],usag:[35,36,41,42,43],valid:[7,27,36,37],valu:[6,12,18,19,30,34,35,36,37],vanish:[40,41],vari:[22,38,39],variabl:[30,37,38],varianc:[7,27,35,36],variou:[1,16,28,33,36,37],vector:[9,13,26,33,34,39,43],veri:[],verifi:43,video:[37,38,39],view:[1,5,11,34,40],visual:[2,10,41,42,43],volum:43,vs:[4,43],wai:[10,22,36,39,40,43],warm:[22,39],wave:[3,42],we:[22,33,38,39,40,41,42],wednesdai:[35,39,40,41,43],week:[0,16,17,18,19,20,21,22,23,24,33,34,35,36,37,38,39,40,41,42,43],weekend:37,weekli:29,weight:[41,42],well:43,what:[1,33,34,35,36,43],when:[38,39],which:[2,22,38,39,40,41,42],why:[33,34,36,39,40,42,43],wisconsin:[0,8,37],word:40,wrap:[34,36],write:[5,12,24,27,28,35,41],x:[34,35],xgboost:11,xor:[39,40,41,42],yet:35,your:[1,11,16,17,28,33,34],yourself:37,z_j:[40,41]}})