From 9ba4369c850dd46723725dc29514cd3aec078223 Mon Sep 17 00:00:00 2001 From: mhjensen Date: Thu, 17 Oct 2019 14:28:10 +0200 Subject: [PATCH] typo in dim red --- doc/pub/DimRed/html/._DimRed-bs001.html | 3 +-- doc/pub/DimRed/html/DimRed-reveal.html | 3 +-- doc/pub/DimRed/html/DimRed-solarized.html | 3 +-- doc/pub/DimRed/html/DimRed.html | 3 +-- doc/pub/DimRed/ipynb/DimRed.ipynb | 1 + doc/pub/DimRed/ipynb/ipynb-DimRed-src.tar.gz | Bin 191 -> 191 bytes doc/pub/DimRed/pdf/DimRed-minted.pdf | Bin 202835 -> 203332 bytes doc/src/DimRed/DimRed.do.txt | 2 +- 8 files changed, 6 insertions(+), 9 deletions(-) diff --git a/doc/pub/DimRed/html/._DimRed-bs001.html b/doc/pub/DimRed/html/._DimRed-bs001.html index ee83fcc85..5e0d8bd11 100644 --- a/doc/pub/DimRed/html/._DimRed-bs001.html +++ b/doc/pub/DimRed/html/._DimRed-bs001.html @@ -156,8 +156,7 @@ turning an intractable problem into a tractable one.

Here we will discuss some of the most popular dimensionality reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE). - -

+Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data. diff --git a/doc/pub/DimRed/html/DimRed-reveal.html b/doc/pub/DimRed/html/DimRed-reveal.html index ab3ab37a3..b6b87f510 100644 --- a/doc/pub/DimRed/html/DimRed-reveal.html +++ b/doc/pub/DimRed/html/DimRed-reveal.html @@ -172,8 +172,7 @@ turning an intractable problem into a tractable one.

Here we will discuss some of the most popular dimensionality reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE). - - +Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data. diff --git a/doc/pub/DimRed/html/DimRed-solarized.html b/doc/pub/DimRed/html/DimRed-solarized.html index 0a5ebf217..d722569c4 100644 --- a/doc/pub/DimRed/html/DimRed-solarized.html +++ b/doc/pub/DimRed/html/DimRed-solarized.html @@ -154,8 +154,7 @@ turning an intractable problem into a tractable one.

Here we will discuss some of the most popular dimensionality reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE). - - +Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data. diff --git a/doc/pub/DimRed/html/DimRed.html b/doc/pub/DimRed/html/DimRed.html index 2dfe0c080..aa6733c50 100644 --- a/doc/pub/DimRed/html/DimRed.html +++ b/doc/pub/DimRed/html/DimRed.html @@ -159,8 +159,7 @@ turning an intractable problem into a tractable one.

Here we will discuss some of the most popular dimensionality reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE). - - +Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data. diff --git a/doc/pub/DimRed/ipynb/DimRed.ipynb b/doc/pub/DimRed/ipynb/DimRed.ipynb index 66c1a5305..c77b0241e 100644 --- a/doc/pub/DimRed/ipynb/DimRed.ipynb +++ b/doc/pub/DimRed/ipynb/DimRed.ipynb @@ -27,6 +27,7 @@ "\n", "Here we will discuss some of the most popular dimensionality\n", "reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE).\n", + "Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data.\n", "\n", "\n", "\n", diff --git a/doc/pub/DimRed/ipynb/ipynb-DimRed-src.tar.gz b/doc/pub/DimRed/ipynb/ipynb-DimRed-src.tar.gz index 870791e0fd3537ea00826a9d9ca6f980fd507bdd..1c12d631af37a73cc22d29072878ada09806858b 100644 GIT binary patch literal 191 zcmV;w06_mAiwFQpUZ`CF1MSbv3c@f92k@Qu6nTP?ZtHdy=D~v?!x!ji=c=xqZ3ph{ z-3RDN@iIi{@A4-kgrwYViv2cncNeS%5wkRfDf5iZiSbg;2%$g{N@JusAu%9Hk~9wh z*E{K@w~m?dl;$jy73%HWI9Asm_AIZ!GylY~krsA`!8KZe(oR%bU!ag}DR?BiK~=!D tuu}_+xb@NqU}^xyxpY!1b`3kDPlmNN3V;2K=Xsv@wFlR=-K+oz005PKTnYdH literal 191 zcmV;w06_mAiwFP*S*TqA1MSaC3c@fD2H>uHia9|^nxtI|b>Tvg;ssKY+Ne!xl7hXx zeSoeMH${Yeo1bBZVW!+}iv2e6cOR_=A(T-HQ|1|)6QxT%!z(w{JJ0QSN^_RlN&R+i9INXOdzM$=nSbKgCNhplp;~xpeqnY tx~TxJWO{@#_80kq1vXDRAqIg z$UL;uOw-La0+x?2EV|w`A7uqrFaOXso_#5K&Z_c_mlL&$_*Q1MD9_gtR-wch36f5fg zLNUp%kh}CVac!-~={XCE4Ah-dF0<9P%Goq%Ym+n@lryAWIXc&o0396jbw2|}ZEuL9 zx~VXrZ**~0gUNQ}C5ISba@oM}>j~zn*i>94IP5)0ARoEpDAnu`7$bb6Z;G+-zGG%7 zU|dKW6Ps6nhhA2L(rseh-nyEtWh1>^j_!v2L#YdwO7D^`vp~zH@J^xE&|^4+IO|*l z@I$a6d7#Zbu*UJb^YEntf7XCSvw?0OkE;@7PQR(AMo%T!MYwKf|@ z#o1EC$;Z8lfh)^Q6kh_CCsdL0I{OMRpG%f+rnY%U2h=vytVSdQ#Ld$3dN?g?=2+Cp z*aGI{2uwsP5_6$nLT4f|0ZbedXFxLuNkH9&?e&qFrh+NjnfCkbjp z`d9+9r8fO=!2Q7(!f;R1Q#Sx7oRvl)kztECm;T@FbMWAn! zY=LiL{|gc?F5Ye%HaqGL`>X3WZUD6ty2KGdv3^&d@V0%f)$Up6b(S|y<<^cdDKgVA zk;^TWJlslruYo8TEWv=#{$C=K<7z5-o}jpX(_0YN{3;Os+n>}nHZO`oHpVq-m^eHc z63mu}K;V0;=`yoeWE$QXL)fesI1J3WaQe+qN}NOtw=1IqrrhHN5mw3p%?2I)XYNed zIDkaW0FRCFP^2Ikyjku5@vX|exMe?`zEH?@3bn<)%p!vdSI+bXyPonEGb`|H)Ea9- z_rv(y2HWfvra-L#Dx5r|Y|EM5b>%WLN*>G30tjgw_S_d8T7OQRcpzZOF<{EaaSgsI zj*!*x(uP~DrSbYy&@^;5x$FZcCHE5?(mCM4hJfBt*F{n*nYy~9|I#g)ns!?*%b{zv z`8u;Ibf1aZ7$eByD+SxSS>p+WtshIgyhMI2*8&h%a4?@uRbNV4GKYLLLk})=MbMB` z0kcB85qrSSW`?HQzF1ofDILrzuZdCEPJ=L=LOkR`-IAcN?&tawk9+3Si~<6FpNcxt zBXX4H!tiZ~Dht(n5apV;%L#hackf{9r4ckna}Vi|+xsOp zXhDuDDG_b%)?xQ3MGgzmRMT~m&N~(-YN%INP*UcEeM!@d_SVQjCfq?5BWm0yjw)Vv zqst)4!zNyt@-;%UHtyO+QT&2a5_znB7MRFoce;a~*Hu)S=ClsWkD5tzMNt&HUdxlWKX#*5mpdR}6w7Fn3+JqzH=$5H6T zi2PgbAi&UM>Ef(ky!=FvXF`>k`dps)_RJ=*C%nBKhXlIrqYWKbCL)XR<{8?Ki5m4v z@OQ=>50an9pS}vC$2TfB7gd7g*mlw1_7stO-%&{Ng0VnZ1O43(6te0u7r4FL8<_(} z;A9PU=zt68`}|z26~GbAJ1BkzRP->t<50WTN57tkj2XLSwHXPSt7qe(i^LsrG2;5B zIXo-U{$qRXdcg<=IQuGc%-)y6@s%z5rC$rk=4ytKA!;2$a7HL|ThY?C;`f3F{>SXj<>09mibT>AC>J0asXjH5li=+|d+UaSBrMf-A~T-0DeyK|d1 z;uF1op!(qzAW9rmZzE#`y-q@#D7y zzubzR(c*jUvog?Qql0JZ=N7x|@>(jXEf7fAl1C~dfZvUJvBGcP=T=R2 z&Wr+Zik^RhEtNFQAPcr1vgWJhvyb<2!&lW5Jtt&o&3^+}%dmfzc97FNF$}kQ;k)WA zSN&gVG*eT)?Zs8Y!9aKtC-%Gp#hcwZSLbva-rAgq+O*w*-;OjBC*w*CFrC#wC}M{= zAPq3q;RH-$!&}ctfeC>l_x1io9mqQr&ad`Yvts7{`;kVW6OBKN3hL@D1$k;PxbglU zyWc{2pU;wGhG%EUo7zjuHPu=HhnI*O$hZdj<1b&C7X()xlX0ulr_SwoA3L3;=DtIT z916qcR^@ZZd4)EsTy7_kzXi9tKZt_`GVS2Z9n4(aT+EH_;rNCY=E#tH2fWje&J(xv%r= z>nF98#5a`U$Fp*KSw$wbZCnILm|C(? z-%$s=YRYi{+D*~OGOPDyt5A!VPfXifrZZ;W;QPAghG};m`&fSPJskJ4F-kq#_exg| z(oAws8pgJ6RFMH1nV6qofHe@9Mt&>;glf#KtAW5={7co z9S<;TbU_v(wal;9cy+ctf?luz47X>chqvK{J7m8njwz6mw%kg*0B%+d?KM)=qd?i!im|MwNJ{cEEOr_?8>W zJ0`|^78w_f`yp;nlrrn`K)0r&GUF>b+aIsV@7$cIMV7v!Qxt$votUMtDcxfy`7_YP zg9Y!GG6zmS z)ym2rQboq#)^p^=gw3I(&kv|SX_tG3A}z1p<1F|i8{0y^lmo@jM1)9e2gbjlC0*rg zUPlK_FIBuOMu2Eo_$h={t#3M5m=?fspbb^Nc*6X)fACV$9 z1sw|V&$#D)GU2XP!dG$#W@!8o{$~?udP+&X*FUALO`8sA!I_N|Q2E*!=SmIEd!Kiv ze%8?(NQZ-)LH0a@aBfyDXEOTpnB_U`{RE&jC(q;?q8j*ARo9LQEBSw(HVlA?Ail&r zpr3FzmBo^|}V)}O#ZU~cDgOprJr3r-r%*@>?X$30Lnj4hZg-1t@ zBd4((w@pKfOOFJf7NZpqQ!bCDqO-zty10utR~C}}yN#=0C{x*A1@^=J?cdf-yxNol zvPr@rDjn(7?28Z^?fb9v>-@k#{eU(*HxF7yz2?)x+1i-oYF)Quad+{94pEay(-v9M zg)_j1EGi@YAe%y)tUnQvC3jE8;tE3w)1X+|=F`E=tXT?~Q)`owd;LF9hTskiWvmraBtbVmZL1{NIg&d4dh& zoY2N_)!3DWr&~jI5>7h#S($ZI0}d1wywpY`D-*>tZqp{c(TmjP1XRkc6UfO}>bJAT zbrk7b2PP2}TI0RS5~)L4Y>ZJM!cLIMY%;TM`l9`15lH%SJ7TvVG2&!q6dPK>h+9h_ zB^4R*^{{SAIEB|ng+L&EFvV|NstTMyTp^FwZp8)`&>74qNb3NM*1eUl{4V z8j`pStD2_`WTTQF=Ezr9K!{lUZF9||*04-+=H>+sAV|Zgo=wmYy<%(37Qjc~MtU&a z)bm!@)N}0G)PBJT3eb9YT{# zm$Y|CB)Hcz>jRXhQVpQ&j&XwOhos;_ikk)=s=tD;#-&*cu6 znY4YP`BR6iR=(#9AtuMKUSJrrWx-z691p(lX3G?-`g#Z=k`$$KfT%h2@^CKJ9qxRP zVEA0}tWNTLgFs6p72A61?jhWzL3@rt$DhQegRJ@ zDCY<8k#h3yi-iJ)v7EBAtrMt;%$^Q@YZXUOHC%H>R_(|w^3o1TMUzh{kifoDY%8Oo zcjqnEdW96jst_pWm+k(zoK`^wBs^d@53z_?)3javC7w&S?fSx;%46oE`1RTM;v({K zLsF*IM+}^+W!_2{#L)SL1U(VD_3>7{&6#X^@^p#X=4GzJa?E{=c@BLg{{XC37fK(qV;L7H79ONg;0Z1Yez*p$_d!6!$2C*eZ!*USSP)O+R3FW9o%h#3~(}8gp&|cSC5gc8u~}-OA)NG)wntQNDwJmiDcEJ@6UO z3xQ;>R+9JEYV$tHjw@vNJZNuZ)#h`;!73|N%r6Qx=lF`kl%UNzmzwI=djMzh0jHe{ zowJAn8G5pLU&h$BnGAyTqZ8w@l4lBcM(!PT`LmmDH6{}?e28k*c0I(0XqjJOWK~ic zDT4ZS^&Gex9{u_TI9n|5=kC1k<=S_DyMU>XDx`yBimor`Pdy(i`@M&pvUV{rF$iDjLn#o{MCSUL=^UV>U?28mAbaOG*cE|fi(QA5<{A1so%-)x} zTS_b3@`Z@va`ONJURi2FiZKv;y{5#H!Ad)!EJRnyU-JBeVN+=il&s zF9`}$WuB3r-~aw?dlIYn(jKxcuAlrfP8v4X9&9r!;+jYY%tpyuJZRx}b?`ZS z6Mo%(AaClLE}WTHMFYzPJbS8$weC$#k}6MI9bY{G0EcYeHdkHDYrlsvw3iazTpQ@3 zB}CZ`1*l&Pse3aWX&E}{su;GwUG*H#9=UqQte2tZU!K6g?K(Rt`)YWu{eo+v?ErE) zj%NPE=M_75B1HZUSY7VrONbD%ubBrap^yHC>)uF=dm z${7Kj-U+Pu{rZi5@bshE|9CF4($TTx9eWkX+zNJ-t37p3{_MPAG}H9jK4;u zX)JnwhFEqsHKMJ?_>#L4aRHQgk1_pF>#M{wG z_{Le5qdef=^Nu{qoX;I)`H$N_=#}!XSwO+z4ttwuSY5$RCfkZPzw#Mak|>hu6(~0$ z6?}FgACei8md+|8)RDH6KsW~ZQ;(Hend&tU5c6J1;HW(Vm!yC}&KuQ5NFkm)N^_<> z)aXLb_ZL~B0=r0Y5DKhMd#{2q-Qy_xKvVg&5yXeqQl^Jfp+ZHB%dh%kUQv#)XDvj3 z=!h>eZ%n?P(|@%W1jwT3x1Q8a*SwFL%T6FOxRjPMTdMKeTAY2STE1TKiRvh|2tzoL zKx>*`^U z&qELX5{uL-ei|3VjP<8)$DQsjyoHMr!MR6l5Co`<_-6jWuJ&D2gx4RhXjXI1GzU&3|#OE*hZh7=Vc*zV@vrhfCZCjul%qK+19W% z8MgH^lkZ*9SjMviMSr)KX<3LYzo*9a2f~F^z(5OR_;O#b>13Rbw`T6>Jx&h!0d|2H z(N=7wDb@-6$ea3AFSsjmdyWl_eZ(%_Egy8Tc`Nw5E|ff&S2avT^?D9c3#M7y8%U?` z1E-`urW|T&1U+}(VupD3>n-Xu!K__EE5N;&OV|Er5?0m@t>I4{ytqvOvjq$2a>kEA zIj*)WFS5un7taVg-{Ylp8(fHV?BUU4aI93;1{Py2)JF@_h0U<`{oup- zk1PVzb!(_!iuQ;vVP`!{Dc8I1ChS>%0*DhbIF6Zhz7h$*$&o!VD42>J44oADSOXyl zYVch=H+wC`9I8D-`sn+i;v8C2*?v_;mDB5S2iYs5(om~^r7cj0h2#=s49H8?G%G0< z?E^=KU0^)|NjjRq_@h8+I2*-gyH%g|>4exP2a1WRl8aE_ghl7=_UE$w)dYL(5d85? z3p)xs%&;`3MrrUi;fl6)U3E;n48>SDFa$&*?;!WgLQ`$XX=P1D`=;KOr$gr zYHZfSpph1$pmwivLVmo>38-QbOC;LJizlH<=yqr7JG8y<4HXG~Tp9U2zoazen3{Bb zCc`{YE9Q14aNX#S{Kg~-R7hmf7t^0d0pW4W>{%d1PSgo!pNMc zG{qQ?>W?;dLhv_s6^3szT1n>Q9D>GNr93QjPTwRDa}^dRPX=MX4OkQoudu;UESIUr z#VCKGEijWPmf2;-<%XzyPEg*Q?DyJgv6#Fmj-3j8-dnd^QplA<*vk2LOm(&p*A7kD=2*hyj zx9}ZRB%9i}dl5rD2U@;}qKLS-2GdLROB1XJD_ayLM1|@kG9n=~T90J_?eE6&v@wxH zd-^&Z%@5=*6S9lSqR`5K!F)7;NApHJ-*W@&4g#RA@#vWmC7$;@N7}AD2Sz);Vp`SD zbB!eo&8c+;GqmrqvxKE}cE&Q9Zw}Opo8`S~ds0BLcgR^k&=_R6uZDL&{BJ-zvtSpX^+_1lRD2WONiDgmnlGmxFY> zHw_t+?4$P#OtD+eh=g}KFtr^BH6zZ4D zby1L!LZfDjX+)!lXXC~uRX_cmty|DPXe#+iU|gT%6D?g5+v}gC(``Xc^Adgx{|I~Y z%VCfM)9(lI>Q=Ss@@#sHro+GYFZ}AL2tLi`p3(1GVA!A1Oas|KKEjURwkBYHn_$sSX`Q2(4S!9cC5%N{QAjvyWF$d6n;|wO>Q~?Rwz-jJ;68 zynzSVK-le%cF1QKy?{n9i*w^o2fx*=59K0%aDN%Keyc5J$q?n*2ywwf*eH?Y@0WRc z%t@Sp@VIsLsMm{jzp)E=nuK@vmCgqjT_}=$1HUN#NnslYAlth>AxdH@#Z-F{ulANf z%69Gw|0bR5H~hv82t$$8=$|d$31In*MJAJ`;{hA&Uvj=R`(+jIHQbPbmF1Mu>G($9 z0Zv(l?)+`W-&2<_bxb#d4lA^|)SDsT@wWC?WMjkP$t|oLhSmbC3Lg3Vk5B3)Rxw-bQAdPpQwO6Pg8T?+lhWJac9$Wj(7b5-{|Apu+JnUa<7WNO zx1%is*AQM*(En8sLe&10Yo$fm9em)A1rzDfLXw*2|XsXzvN{-VtHYjb>Iz%r6 zgAJQHtvrsoHLL5~?1F(mUv-y1+uxUE$ZSA^60$#PA+n+gRQ2}liHl6UsF8v5gjX&} zX~^b4_v^;iFu!DkOy+`>+Uxp~pwku^u(niT#p`N^_Zr)Z`77sqI~$v4M1hw}dcCC` z?(5iRi1nQXtz7k#G#qbiyndW1wDLijD5dETE*Hp+2#OSnhwIkIg}(#0Q)lx95Vydo z)!U}&&fclt-5VVC>yDmFS8dvgj(vnOzupSGOOcdzmj2e;PtSh!+BNcJ{Gu&B-MxO@11EoN^J%gh`IM3(ecNzTN*lft z&1$ILQD+`UpId<}ci1CL$?h1>ke~o8iEl8Fd4y-4dw@*B;*}S-S~&jiw1|eUv9K*L zq8)loMUXl(*a7@hVVpZHeIW(BZMHB;3&tt~?1kzS3tH5GA-IgS6s&|J5@qH~vpq8v zdPTQHCn#RH@6SXVE(~RyzKM_#szHi(cdD3V7L*6cnFsLB%NrPUdel-&wO>HUguj(A z-9n6MJw0c41z?~1^^BLbp1ALRCafMzmkj8%2%Q_gZ=QDaNorQ+X|}zlx*0YF2VNZ~ zK|VJ4e!BveNf%9$5JsPeI~B>HMT!b)A~(%<(K{6}XlJW+EcsyJE7Fg2;B>Yjf~mKX z96zy+m17Zr$XToJLf1+f)CQp7J-!^jHJ%$HkHPvwQ<3GoMZ|e}T5iQD5nA}H(=Ad) zA<+)X5xSV&ixyXStnc^OzJ1hz*86?B`>m=Dw4$zN9;=1jslRHrGAk+<0d;csCepw+ z2yA*Ip}Pm)R2?H{_ifp(EMj~FIk&#=44UQbVGy_0Z32A;4(f;vWCl=XI6n7lDNkRw z>w=OEtTmzNFM<|A&=ekc#x_z0;h*ZEJy3Tr0W%?85zSqf%2KKf(#Hy7BBwCjQRwjp zLfq0Y`H5YmZq_n?M89};XBuW7;Jts6-)L}q7> z;GT1hiqb)b&ZbLK4;^rVFtMT&zmXfk?SsLy8D+@cOlpp*ESTqo=@OZ7_8y)EZ%1Ww zd0k(91wT`V+x_@2v-dEMCy?vEQP~hiYmOVXOId{3H(iFtUAs_d?9RTm*1*0Q@Kq9?0MWBPLdo z4XbaEs5enOK*+z4&$A>RM)r$bDa;G-eO?o}I8uZ&3+f|@f2b#jaW$LO>P~2T-chhy zT`(V$DL24GDUvjT!eZyhOS**8+`^7o?=HCuiYXL0#fQw2kSIA$nhzdeu9^rh+?Iy* z2Va^biUZuOf)9x2fFw$+>%9e&YO$BV;O=E-lLS%~Z)XG7ZwAx9MNZxwKTKdKlv0(r z#eL)j1O0wOeicZ7N#0&Yjc(vn*EPY2?LrBfiW3DZkg>r{rQ6t6JQ{Cj!e};JDoGTl z`%O%MA-9vD{cl{e$mj%Jsx&EJdbjgn4?BRu$^ziYBm%s(d*y+2;4mibCdYcmj`;^| zWqbyA@eaU(zZd%_1&7&qT`>o`+IyofUx#1mE|nMbUS2KDD(PP9N1-apSBI3oI3j=6 z0m7pLRLq!lY^cYWIwH685?Q^{Lw>$sdheDFZOp`QiX)ounWPvfaL9@xh0hdUvCMgZ zL~4ejmIs1D6SyC%FWy}em^MUi3Z~@i3lnx#Gu>oW_M1ix?G5oJP_V^x)Zum_(U}w@ z2fFfXS(P_}x_58Yt1stM^EWi(ea6ZCEB}4g{nQNWfU;cb@~*h`^$8r=gOsldcJb33N4xBf*5e@w9?K zdMcz*EiBAOjiI!o&5)w|1fVzf#5Y_b%7`g{sN7Z2FW`ka(|&BILG>$p$2}M z3C69~)c+)p@$~T2WvIQPgf1HpqeL!#TQCg+XKH|~m7@HB?t|t2PEM5;&=t|5xK(4SReogW;JCME5GHNcs)8gBX6fz0hbJO;; z>RHBcy0;I`^DPWB%@wNYo#yBNB&`XlR3Tnf46(NsSFE0i2X2Cv? zNnvu3}U8ixT%ixa@@XJyiH~efj_K!+YSkof_g29TXk6qZ!-zFG=FDFl@OCH*ZNI=qC$NOM9rn z)?aGcAJ|)d-Ccs6T!F(BpjrD}zK&#vMdvcp@Ty+;@QaG!mCV=#`kNRSlj%S%t;$rv zo~{ljW)^U&8ZuPM$Ue*j((ool#8}X4hC6UMUlDE^`mm*5zmYg*g;6T9sB4*XC8^1I zPO2wuC8sr{6^4mOFX1F~+h3H!po$}y;2<6clu3pOsPq50-pDUl+Ce}hFg{Tq!)lJL&4+(5 z-v|P0{VxAPLhlFi%M;A7Wbz>+;*2w5>IthdxP=ZmcFuJO!$`DxxcljSzssg9L%881uoDSQED3hIJ9ie)eY zqO|Dv7RYnZ&;r$X>0`i#Y^Z200sZ1Qf6#)~*^S()g*XCq$~aOhWH%x>%=l8R0J|C!>~f23Z)HT9H(h+ z%n2{}-=Ys50pY(%1Z4zju0c&VJ$w=F^N>3}-?!ow{G;S1yeF;2(>U%ngw`%Q_GI^O zgmd*CeA-DIN_xf?DGZ1t8F4V}k&2j=rSV;bt?aa>)$1G>= zVCiN>!o|UziVaQ+bXS{n*(AZ(KBdl! zOUP+o{Ie%GbG(&Cvq2u!t2ZD0u=sp&V!*N#UwTBj(My)PT5Lj)@?VaKX0BCq_cpeX z?xXk1dvJTJ>4GpKv2;8*kSt6~IjNCu1{8_3KbT9V(~evW78O?l&V@x}h)pmy}e z>A#_NGxp`yvLO`s*^QkGJ7RD@!n6?JFim#&-4ivJtna%KX6%Q%#JScT${y<*>?k}3 zOCr1lZu#nwpM{aUdS=)pBVDSb;O?5`mLo`WC|c?QlY|d4>W*pUo**%=M!~$uR6Jnx zy4*<##296gYGSR24GOhxDyT*Zc|gj=j?ckH5&PBVy!2uAcph?SO*Cpw%#i$N|Frr9 z@Ho!9=R4lUBqi)h@=3F~)@i`JNHcto|J&PN4@kbeQ@sbvf(PYF6T1Je8T=c}3iiLk z4jMcPf{mM#J?$MDocMnuLKyH0TmT%igtd#S8wnQ=*Z(s(>>TX>6WVCe(RD@dK=Xg8 zn>#$o9>m)&sjR7y3Frp{<$_HUx--fqy(1cZ-avx?xSU;0yy^fbP^Hz#aNt!eU--0* zEL0n%(hh*3tFS1u7-OR6jt{b-rZ2rRrz0d9>(CAns3I+<;u<~{Tdqi#!kvVWa?C)K zQanI{ve&VeXT0PZn*;kp8W{j~XZ4u-oL)NHs?7o(OC-Wjvm91RUh{a0jySh4jDZ`6 z=NOAxjt%7H=(SE$0S@6KQvAXHa1TKHp)Px{r;PmiEi%&^1971}0w9)TBB%fST{LCI zVG_a;5aJ~&Jk!Qo-ovZK_Fa{~rh1z3p}CU^y*7wY1! zyW%M#@Xj5QNY;+N8r2LFDFkFMRHFE`P^MhWslq^$c7|=RPSi{n1wsf70$xr+aV9O@3X&{>4FOLv z2*3k}GiGEQ0xaP>tIn?P)b+9X55G2@-zDEsUp0ji60`OG((yO$`wBZJ`t{92j|=1j z(EEJexivCSPeMLGtR99Rn|SjOr^2VZ5&&ovC4+m;k%7-0Byk{VOk>Of40)!6&ca5x zt}VNxNs315&xB)cq36Lp@?@hhFZ0sOoHHk9vhaOWVELD$f0BG5|K>bpWG z`a&%i@DM?~G{O9%i*NIGEDZY;&eNL%F4{BHPC2jdkE8eN^Dgxa`zjoBhaXCyq-X&ndJ`GyAB^!AjPM;rR@l!AykO#{!MWu3<^8h3hIEnrn)ecFd@bZ^n$^Fn*)iQVY~wKF?s z`8f)qLsVR`Gl=MrElHCL2wBuo_>Vf;u<~^!34Li#^(l$Lxo3x{`PwFv%zPdUz`UgN zA}rQ<6LZQHl&#%vmO{Rc%F0}hQHqn_qKq?gI#=sO?@4lbd`vrCOLfj`ESE8t-QdR#xN(Mnk{+>R5*{SlZ$N{r5?qcz>S7KTo1)~NdN*(WR;RTUU21KzbHR{&i zs@XYf&C2+LrmJCO1Rz1_JxmiVNQjQ`2lyexm~uJ;2FA%h4V$p9^bM`ZSESJSi3@C+tIlp9^zSC!ynl(=X%N&<~AgM0RF%E#U7Zo0# zM(n7Tt%Yd6G72JDu!$ZN5YvqFTG0B>kEYkH;M}Kf_X4C`UL*c>5z%MO^sz3Wy&#J) zKXLJY#~ykDXdC1_(`p{cDb@DLVniIx>lw+g#gQ z6e$dO$@UC^t*eZ);N&+Z@t;j{>=R3XAHHbA6`eLB6fkq+FRuZa zadKW1!!)*!iR09gF)Va33dEX_EydQAL8B8JeaQG>xZV=~jI zP;}M*dAL}k@_kx4!^vBeD*g*kOwRR|F1b{)mfI~`fCy=xAp{HfZNPCH;44Ijscd{F zOd{CX`2dmro~we@6veQMF6Q>t+<-Dq%7)qC4*54c>U2wXo<*cu0w^M3lUS`v3?=(p zS&Xr^b^1P{sMYCB04GZ6_cmVYNeg*zOQijh9A{dwn7})?_7Fys$(BlOpN+g3KTmz^ z*Spun$Cxn#(?M6Qu$rsQwk-RLHT%e#1-_Q9zKqG8emDWy-WlwQ1h=~2MTD716vdgA z)BdY9e~B0z;z|jEJ&;@r;x@vj9$xmz;KB!!95UpjJLX~)HI@r2s24cmU{m91TPaWZ z#|)EK&6Q?PL`=pQASnJwy4F33mOsxB%7LfW+%7}!yp6{-Z7bS!)-Ix{Z^W-W^ z>FkbE(D^Ohfiol7bnKRU@wpldKh^E?@%S}x_|wY^$TmQr0v38Ta}(x)8Sw*#8aRdj z{aqXB7 zLP_uaX{Bw@U3SwZ@Xg9BasV3pFp#Z)-FHj` zHFp=ZjY*0*X#Op##k2wLKXDH zi1-ZcN;LGG5;vZO0nioZ4D=8Rar*8Yi%JX(?RtGBhKf-Jj(`HESjidjWxLZp<--XfYM$JnYR z2`7R~mCkf9I}E*zdVWyX?Q#MOStc86 z$+lKk0-}IAW(v~7tlvgipxkW-MIh>GZyx*Dwt4k>M6cS80#0rUU9;_+H(+6 zhH1g9Z*X6KygomWP6yT=U3wX@5BLuvD?vIIm=#jn<3GlLbmi7aiPp>$0UvY?D$t>?v+G-Y2I+TYZx%6q? zfKqUy^7Nz3@Yz_3Kkd_KsaTATJ;lx&BWjD0IXg0!LYt5e@~ zqlc*a7dN)-+*m5hHTTDB-AD}4K33mUwo?`=eL2IT^p@T~PNljf#HAtvr+O(BN_G~D zlT4XCtmc&WL+V~L#tgh1l+xJ=Do{fWv>mQf4O5vCF8-;qUphe&xGJ;r0J3{@V0MPB zb{wQ8A8Iwh!EBby8gmYXrN{w}aaLa>Ujxd5#$#Ya+*y=N3o4=cf`%EvC!fCj!LLqx z%GHsn5F0DPb?QwYZn@62LP5-E_|h-T2@{QCxYNnf(|#G|KBhx@#6kWSsA#rtx#p*{ zH77u4IR@}#gLoQSw(*L`tUs78p8zqzQ z7ktirk+!vD8nHqdRja7Byts5@X?#=Fb4a>Ld@JlsE(hSPEv+C3V$ZDs#A5vGz$>Ef zQi_&sg|4|JT*JKt#<;;{lBwi=peCN}2XgQal^?HRMWfe8(UW4Y=U#edGumSlYUS@$!@g%VDh=ic5%W;nQsP@Xmvc3DA#NRi*-6A=};Ge z`XCPMX*;4=dY+wl+Rk0iao(=vkM2P^8;3JRa6=Dd!fe8F@gc5V10iIk7Mo$iBFwT3 zq@BD|H1gfNo!tJ%BO0kz81im>CYB5XR!7;m)y zy``4jngyX%;IXwKj;|Mope~1x)oIxt?xS=MQktWO^zuYE+oDn%xWaM0No*?Vua;QLuuMqr@+fBG~!zS7?*wyPnq z7{nB~8}8p1J?byHgxny8+~mDsFF(1D|7~W<7go$q~0K=-q0Vi ihTET)MM$U*@a|z!iZnVLaAG(BD;pdorMRL5-2Vl-^G%fi delta 14465 zcmajFQ*z++2S*tJ)A@ zm#!b_V3l`n>0fjIMEKX9dUvr)V)YPR+&J4(<1P;x2E6`m=A`3m3C0{M1=eoQA+-rR z{dhh9ld@=>c(yE$Uem}sk+!2L>Kjx!G^{9#gz_~AQFePiybQ5peL+9vcowWf?eyx4Q9Wtsz z1o|eA0!-vq5*M7|z^G;bK&s7DBTYg^_5ci=JxCz0xb!I1>>wB;e3NgoiReBrWVDSf zNJ8jBa&wcpx>#AxblM1=dUkH0NNQVVPxUqersHqSX%q&|c~A16cxbV|ano+38GXpt zg8Mbu1@>72+xMeOu~xWKfEqdNV2!MNxd-6BGRgr)Wt^dMGk$m@aQ8w@d&y)*g7_k{ zM{+Jdt?N3D(sm@UCs+`H-H9mMk%F!1x~X^MFB_hLVEm1N{@+ggTrM52mBNdfO%0}^%2`--vOq1jwW&pL|P(fh)S~-IOJG9HKA*o#q>goBtqEtSHU+`jvEX0;7 zNj~3R9{;-)o)tJ5*dcG4tZ5AEpZ`J9=X4!>=SRlr$ygX`4sN1`jxFV|0MVOBn&Sf} zb*6_<6H9^31x|@A7IGw3EFgx}abqt$u0P4Y&SvJJ+>mMkd^FLgngh)HqfMP1ISt1J z$9(*`+>^>9s0?i2{*#9def$e9DwzWQ6aOwh9bbKbE)wh8DWZiG6a7-sEn)uZLi4Rm zm0!VCkb^6%Xp!TCWhRI?{6@9lYb;KdYX3TXMcnUeSYFETU|g(8Pjs!mxw!|?oW`y3 zV_(d2zm{SM*oYW}0I87Tjn8rP$fu>ctvDoo6JM)ch!co3>&n1{I89)F0-|Z#M*UN? zFEH_UHd2;WGqXZrJ1XR18{QGGD-;a(>Y^y(Le^aXLJtiAAC^OBh1kt^c!Lz|2xSjM z2(_j(A3h7)S#n=2D9n^=M+Ow+>?-#6%!io7r>n&QF!V^az!B0Bi(4?32WWEqUEyZp zPDLzYs*374edp80Xkx|9488z66@rQjZL(TNu(W*>_!3*U*+(OtHX1oD8HWOmU4+c* znN9^MF9T#I4NSog6xkjo5<6y~Qsk8*1|1y-9}CnLedvG9YIAvzkucY7fP#s~gCoIg zy$k#RcACvIOGKQakpL-6+aO>fNb0Y< zN~;YD_60-4LO<|dQ1VhtmVV}yFW6pn#aq!B-ga1pCqO3R$*WZwF*^??il6u8_Whg!ANxfPIk_MTx z)RJj}QrgZHGADrFw&4b~>oHV@Qce^pgJc(@>rjDdX7)D5{3WbqNmQ7#mkb5FuzX%KRya2m#Iy7ML%$?Z+6p$!fHt@XWq^|ES z>UM4kG}x1y_*qul>OmV>{qjol5ntoYy&1H>RdoqvIkFk!RBD1Ey?}B6qQAQj3Xq_3 zkjGwQz)Nj+v_>aVxKzozL;?Iv`ZEc1L>Mkgk2z%@l?aMes@k~$A1{!le zIq4=gFtZoXdxDYuqy!T4Y4Gfr18SnJ$jHk|JBk)h#RcJqM8*0S1%v1R7;cLQDvQGP zIH_f{9yZk{EWA3fyY@Q+o$s6>J+sokiUWlDFlBbPvOt4O*p*1xQcemZzRf!Dz#jzv z&Reb@=yty4+~7gS7hE_|ig%4-_wY{6fu!`3?TyT#D|^wFG9Xi*xK-zFZ0;{3zGJsl z1l?S&w;GiWuUY7v-y(B7Yk-JIi{WZ3H$=SDo#1&h^8KLAkQcK6p&z3aipNztw7v|z zVLG-fdilT_ws_(5alAVNRxWHyIP@YtUbkr9R#j@fit5O0*-j;h+A zNPj%#{E)Ij3n6*~eTHVoU);UvR+#f+@>pk@t*HB)!e5_PZz&U=k2n^cld#MG<*R*l z@Ks?H39-)><-%urfY1fxt|i>+ZV@O2Rfr=>3a?BpBxcNEP4#j@w)a|Qnaxy_typ00 zkS4SLO>H!>I)TJkI;|Kg(_XD$mr${seCAye_I}gwf8x^wW+C33K+@3(I@#2knZfxJ zO%4{Tkq=FNnp@Z#HyWVX{m6ars%9E_Dxd)jwdnDys;USD>r_D{Q+163LG!!8(ECE; zzFTr7|8=Be!f)hWBe^H+XLCOQdnl2`y*o}kVz$GbJ=tG+ek)EofTZm$&^rdih;$0u z2zCA`WLL%@e0;em{{iz`!_0uQa5Q&ybFnaS_#fqDY757fh>V#W_(cbd#hFYx{Bz%H zRJf@IVCMk6^K#3nNlsZ^e^6Kt=YfuaksW&=Mc<1XHOhB%3ohcwie;u)6Di(hw#*)+ z+VuTlI(#)E+Vy)BjfzFFQO9t3Y~O_`U8t(zwoolq!^|Faf4n_929d1DdHb6ZD zuRC#PR_<$rZI!JA?}$ZwioXPKgZxDmnja4(vZbdfIGcQHlM8^RI%U7fBV^fc`8M$c z0~`U#Zk9Z62g;?4EsBoWoA{J!yMk}^sa6j8<%3!Snt#CT;^J(* z6YttPvGOA3`C+1?b93Euy%?hvCKVjy63b&vLw~X`ajQf*B@dMPiwau_&lElWnwAsR z2gTe8ZGcBYT&@6LEPuHZ5a`puyx0e88ke4Pp0CW@JfMNv(z$}hS$dUA4@V72zJzxE zk)&EIi~B>Orxb7x_U1C5+FeMm;!^+ee;cJa6U7H8OZ~8581qe_-@;3<$pPX$}I`hDHX#2(iNuu-sqo)PstxCUw?;o%h02BP*f9RngqB;&hCHn;*=`oTsxFg zs|mhM-~@9|>{1{bBG=~Wmf_A_p&f0ohYS*fAwTUqdMl|2ncJW~Rzq_;@BAGuQ5@r? zez9 z)Mx{sr>YY;euNw;%hd)!!vx zdBH!^=-2c^%;57>>ha;|qt85V`fw21BRDO`i$!usF>fQ6?oa+16J-?f3|GTcY36M* zXDF}epsa0T|=U4nbN*d;zGQ2&I-$zv^P>}ApGB$x4KOP$@t2a!Ec zj0|l$jxGAA^A+Cb#3L43m8QY^!2})|W@lCpQ-NwA{pGR$oESA|4JL02G-*okeGGVF zSkW?`$+PkWlde-`>ou$~zhx^0?mMl*m|PAk@ONCm)@GgAkPlRacJx7V~h>M9`o zq)P?)wgS^XL%CeUCr3cke}{|iPr%!kD)jJRVlg32=FZq7{Vu36lez9P0d}ALC0RS? z+6*BtZz!{4)vs14;ZdFh$|$-1^?RVIB7Phof}|;+c!D6|U_Y@jeQXdZlr!?OLUzcz zS?W|LZ6yiZ#QiF1FJIK7Fr=|BKblDzLMyVM{TCSd*ZygIBLIZ^0CAge1oq=^9!t8X zh*{nBioArS zJ)u+=p_YPMt3vTDMCqM#5G_3V!&aZvj+*VGfBP&EZLBD;93NM2hF9JZ9nQo^=;&1} znJ`x-S}k=2-M3HGjdI#Bz(rb}jO-5AXwZMxPWgMk$zolMBvczh-v!909g_5n*43k4 z4vnrHk_Mug8>`*r=%&$r-|yLbp?Q&D4C=_Dht&0ZxTIxBJp5Vy5I3b2p{qKKC9bPb zYp9#6srth$6Rx_N$w(|5a8k`Atf0A;5o5r8z&Lxf0rK^95YK9LV}0U?8@MSR@X7O< zZ@AM{uK+KXYQuOTzW}_Ek9NfHJv;e{4|N4#*{E}-pPgP*7ww&?DjVvBiAIa{594wB z!t(t|Qh&F>w0m<3AS>jP4(j^+-S{bahdy`Y1_I9RPL=ng?U_f~=s(za>@ge^jl{$2 zuDG?PHe8KHwTwhsT-U3;?@phPfS5^&L zD=?QfKZE9@;7D2FaHW{1*&Od7hJ&HSux{2AEX*r)O)H`#|CHni&Wu?mhJsf0;uJL8 z_L37!V&H@Z3IaE(i`@y;&-BpCD}>qaSQ;k}D829YNg!1Hl=A6MGg zoHWZM{S}`tf3i(lLTEL61}e#`lnbR6yubLCNGlOWGfDG^YtNeaNC42g=!=b)})R8m&*eqKHTv^XU%vRD(S zUsU~;<^e{j7>qaA^9RaKWbfbKFVnBLhi-}CUPVd6*V|-pj|l4XWQIe!;WkN(XxU+M zo5R=c_qWE)8aj8~dcDKtSMI-o^C?T31D&53Hj62C7Z-bvYR3cYZQ+XJh(%`~Chz&1 zeZD`27RhF2yy}!(3JOBPuG8>L+v=r!EgiY_>%RfbRqm40ZF;SGovuVJitBUBVM6-7 zoEs3tlb!mA0N2}F-RG?h9;B0;1ENEK^gRxK5VnWy`qRIEN&EY+u9wjG& z%LrTwQ>_aLG^P1Kb5Ws!UGbd`^Kt8CTZ=lnmtn6>cyIQ(0Y=#`wTROm&7|0L<9U{> ziQ|iRF^1U!mY$pEFd3fmx~hxly>J^vb}=h?;lrB9I}9|Wiw3o$`6L7~&EQv~fW`*h zU4u*l;{FymQi{MBdWkEZdipFP@2#}(h^78yQQ zJYYH749T8gB$Mx6@<|3cZ8L)7DAY%96g*9SI%1riq;lbk3Uel|3kHK&v+58F5w6 zE2>#LN;c`y+}hC@nKD0IqiVlE9u!>hAj}ZzXy#Aex-g<*mB0YFqnPOQc7CZ_XZg(E zsSB;!@oZjPBSdp3kL8O9Q7mlXrn&5NGwZS(7}#I-McQdu)qJ6TK2!0nZcu95pk zjVg!;;PS-L;^N$Za65>9bMnFsL6B2>u}7>Ji{sC}YrlNc)tfS4l>{~F-;}^Ac0$ce zEf%35!KgG~%JKr1Ax`3^ngDax+wrXO3}djo`uEX#AV97iFdl(?f@M5Ji|XhSqzb&s zkXnm0cvE5Hqy|^cD=&`6`!6zB!2N7pCaUOuv{`Pjc?I(=>zvO6#qP)q#}F{5 zYR7$SJ=wc^86+)!RI0PBsudvM{skPMKbt?!6S9eI0i0&e@=_^*7gT^}Rq{dOVHCT6 z+~i1o$ofZ!;&5~G1bGU}PVzxmSY{Pu#8Zx64WML&O@G?SD*Mltcp^N19Q2?|z!yvX zQc9X|+4zQY54eSUJhQ&<=w5K)@i#E0zE+{Y^DbO^^xUhjLs?r~no|DRZUwT1v=)vp zz6U+O7qAm0Ww6XkhyUV3ym#}Vrp`|`E@=;Uzr#V>+YxRnnUgLDK+O{>%u6U`G9j5# zcKIoto-98jm1RCfhQVlgF1X&e{GxYUF{Qdk`@m)(~;72S@AXJtU`$ zmp5$CY=2@2X0a;&-mQJc35yf3!@hcazt5ATm1DsVjmO&f6FMdalVj$dL?;hRs){qt zW|fK)IKGwRQ8^LDg*k{yz~4DLkLaG%W=-z=)Iw!Z21io9f*It;lYrlKbslYJd$JTyB2e2Tr;q<#0mos|Mc>kJoo_tJ!AS2@wof|83 zkt{`y+u>09TTt(F8Q1XYlbE&@;X6G4O0LgW7g_<)xRIg52(h}^lJhvK&KwV`^;!ru z$$hc`gUp%|5$w?6U;s?xkK3Qv&Jx$WLX~slxh|&fGO4P#O?*MlzWzkuX}e2;C)0xS z7=8uzL3l%?ZE}yH1t`xITV<^Wi{;Yfiuqx(9CwaDKfw&&k9j8N{mV8zPonU`uY9@f z#|6q^is#i(zS6B8z3C@@?0L;>6E_Z8Ckp>VzFN7p)l!%Bs{}%sp-ZBKszcymJ}$9w zl0vV|Z60spaF5A1gM{&<5P;`*cm|995WytQeroYlkEzt^Ajv3)GN;yO+w(VkQ3 z-E^y1-^GHCvL~pOETk>ycF;Y#_Ic^n+1g`H323xRg@OMvP(#f`@Kfbe#Sua-2zuZ8 z^ZobqlM%bl!flVE(V?4jmznp#2=B42;H}&9lUDroDiiuO`NEU)svMm4c`}#ysruM* zedbtMP=g9a-Rds5AnDv03QE;ZWZqZF@T~@*!?i-pXN7>BRZRK5eEal4T5z^rS4ki1 zvHqP%7C_FgG1G^4Ja1U78P-H8arQ- zd}bOLR_=v^6n_*->K-MAW4A`A1qPPs3sQFt&8DSH&`NhH#LUGz(599hr0mewEA!qyZmUh(*(r7v*X7q`VY_^uB`34-r;X z-Txdx4vg?_kp!H$jYBRjae1wCP)khfJolp}yC-Sslz|~|@$p+mAS{+?A*$nICdu|0 zdcu{}G#}}Ol-C4)oUZyHt}?GtSTxzB<+*%`eP@SO=54}trjgWwbD4wm22nkB|Xf!bVV0vO049Kl%IOasm}9&Qzk!>e0OE`&Naq zQb8AYdID^_rS-KB#(kv~8?k*ox%|xBg$vS9-mJxLCZ3=5BV=KJ(6bp6n8W8alF7%3 zopwKwx1PNh{x3Mkh2v!T|DbbDE}sAQ01fQXk@ffw&wKxA-C^AcqDnEZxww+?J4?Ad zNO`+Px>|!WqM^dDSc^2BtSbM<<}hj+h9^nU5j%EYwyI4VbxF%cLKL6>%Ksq~_sKM( zkufc5)ZGwkiB2XS=FIhZ+2wN;E8#pAGCv+>I zYsCFLFAO;}(^(4cT``z#P09_tR}n*9W=z((`|2oHhlK%_AI7R%mwQ*`*ABK>EzQi*P7! z+LJFT0jF`I!fzL*3l8Q(3hJtH(CEE@)bq1o7|S2FaPiHAXR0eC*rEZzT?2KK`qN&b zziNZmQt)rVmY1i!zQ-g9sJ9(u* zQl;hmUy1;}wb2D)d%<^b5m-6gCI3FVH@7#z4+r-lu{SA(C*rd$Wfrm7SQ|LE;Ua9O zGo?lChTsqCxdvkC&H2+m)Qw*5wpovzp}XK2)r5Jn3oLaTCo&A zqU*iTNPw{)g|qzNxYs@{;WlXrr}A`r2dL}ScmJYrD9wmv0T9;VoWr>|D0fz>u84Z4 z&az?|WDG-H+03~Kj6VWEM+3LJ<=czmg(^A8F7-Qcgtqt$(K(cAiVDaMu0iCtQ;e`S zd)X-(_NOI;3sJd9mbnMCSQ;74vd`Pl=jF{-N{v}d*E45LODVy5KR)}_G;juhkSC_k z(8HAoU;ivl0es$^ex6mZE25DMu%0vV-}}m%M_&;j{xvaomv$XR)e|;OVSH3i`-YcC zMjjT-Df{xp0Y<_0B^Z@Vl%x)4;SXP|Mi2Lx}+ROrO*}X z$$Il51Y*}u*t;_49d4Q-)z<6~eM6esM&37ET|u1p1{{Y*yYrbkW1Hcq21kz?h{Z`7 zV6Amt+_RvPPwtI&_QfjoAN#t8PhCL+cI&8;2Xvp*urpgzruxGX3<-@T z`Rmw&1Zb#w5qO5*B%+O96YelUe#)VMs=vq&0ZtAErw@ZBCVe#OcElo$ziXU@MbD@{ z*2;PR0A^@&N}nrO*u$r`=#95k$IGIf83^lnmpD4P9E>fA?-ap#E#h_k?@qx%da=bf zdQ-G$tyc}98^Q|20#Y20bYmA+x}ZixIru6^061+h((w@E1xc%*Q|1~ds&O2cOCUZ% za3Sgw@Q194fDI;K4rkT{tVKX!&N5)YxFrPLLo#`W?X7S@*Z(lF`Hav)ql;WJoh)f0 zipS&{ck8EHX%R-kmd8Xbhp6hz5jD`X6XC(PRtul`Aco>&bsbFMt^b!&Cx0_H=C#j4 z3lJ%D!^C#_PP*H#4prDcP|dLr%9A<1_2{*inoM|;>DZLtpH}-W+o{~$UdhEZHLX8m zKZLZD?)>Fr2K@b4dlXGWrN{zO1|@0=VQM0JE*x_5mpkhrxP-4Ly|pgXlC$UVsB+4G zCnB$l{4r2w8p)g8P6&R71j}s#btW7a6(C{!087ERFIj(n^iTE}H^opaNt1uyR$mZo z#vs2CXR#S7!idY?xmkCXa043apv95|!QZ*{Us7SUDgF6=BnHMk z%xd0wgzxSl{!l~&#<;IkKjy<@Y~X5?i82Y0p7Dk{Qw6z`p`87DwOyxqF4|y5&%hOs ze0#*F?Zw+bI`jG`0XTe*&&Jl2+SQf7Q6n~T9qS6U_Jxlgt|C?YyYHVtg^_7a6>bh> z^y4j+%Uv(hF_;D&DgHyLy?JI|cvNhbf1rYqYR=k$F=#JBZ)O>)Nv=H(*wc`ebO409 zKS?@xc8u{RURzs!*^A1JD%1!UCqTbT8B!jM9FJTP5IcQh&O9cLI-Nt>wu-q7WRCqT zK@m1-I^wK&-H=R`p`$EU=nQblaCK5--g5P59J-`AbKNz__Kg7q^7LY(b!t3A@j0YQ zfh8IdML)I6vU%4-s=YTY;*)x%E(A|!bw!6Wl>}l-PbjlIo89zkhC>cy3*cpauTQBT zXw-`=XT=Fg@iVM+)*y~T-}UUC?OC#o9E*K-tRLejfK&lp`K)jMm>XbNfPSD(rBm0o z+q<*PzIHRsrQv26{zO}U8gdMLsCfn7#kXFzN+BIeBMt4p3w^KE@Zh&a$9n=Vtbxn%j zrOp&k;^?j%{v5ieiZ`*qdx%-+k_;6jp1oR|N`R9;2|sqt2~~sMi-__)^zuWKnOWpf zJukYJjm(-_qdjJ&Ph;zbN?y87ay?40oqtX0MMjBxb^G&&W+`qJ5%~3XaLAeRFMP%A zQw?}UJjf-7&`1W?a3}SW8I^3B`P>$Kn9a#ajkd|>bePRLU$EH8eo2^Z z9{**&u*s5N7;P zS<1%6)s2LUi|hX+&+P0xod26`b@kNod9nT{dOmE>Yti+nw6(1wfgL{)5|NRiLykKS zu!_BI%vNCQ^Y0^X-NrVv25SaH)}+P7&AiVj+Uhpv=#)XgE65B;%!B|GJgHnKC5+V$ zfiva_2#a#KCmAkrvZD$p;J6vjQI$Eoxa&OW?39_DoQTbz zg-N)1*MIOSfcPf^JEo5?4;%d3nu{^oro%k%4C=E%d!`Pn*c3KA7Q8;H`TiI1CD(6a z{1oRfj7Z~`v1T+zlbNMBd;~$d627bU&F>V}wzHI*BgmiGZ^FME;vE7@nIJcQ0oOOZsuYLd0!|(ka|RhoLMY^X=`(=l!XIAPv$q z5(?@Q1k2dG6IuNSr<4$m2^C{|+`FWq(Wf*!~ zgh~h{x6fcoN?LMUNOWfuI))f~SN_k+k1j9~ABp^W)+@%X$DmA6_dNz3H%W_Gmrz40 za4~uXB4RFH(<_@)`l+~;i@oDgy4ryXM4MO_SL~$qR{Bz`toExsr|mdEQJSjc=Fm;o zEf)#%8d#pAblQ_!r>M)Di-!B)L9BMY1+}tior;nP__C%f;Uw(qD@W9G*W0X0&cK6} z95!85R1>z*OZIT6{!-rHdTMhx%U7u@mBf6g=<&0T{RN}48jW?Dqd@!q12dO~x;o&U zjd~fzDkS{FXOsgp$zOT68y#-Dui)|RBvvNO2NDE4E-yVAr3*!hq1P2V+F1AnBytJrE*FKel&K4$0;?} z4t&O4hHNLywU3l9apP&5yVo^`(mnL0F$F8XK@&J1$$f z8(Ahcl2D4K2wyd(4HSo1zo5ruTq>ySS32a9)(bq6O_f+IQRdLK zZfb;S1XLRscbD}oi;|dCW4u@EL(A;`G!2Nan4tSnm8Vn&kqj(S@rovikq;#65_2m% zOl$B;rWwVT8OomlwF{^16BGck1-9*5$qH<7f7{Naa0jz84|59~UFc{6o@!}>h z$`o^Hk}?4ipGl&4&9Z?@$_`tZXi?>R8d-mtpV4JrZP4?V_;M6}S1;peRijFy2Ez+x zLb4g>INmwWm?H6=rnO7(9ZO720?F#qG$2jm(&>e43|ytr)p1q;Tj&P%&hJ$4+~M}- zJ0XP^)MipySTgsVp_D3%@bGfv?M2JYnB5#upl;7stES5-HioA(u)L+%`T&~i8mlC* zN@6`6<_<%9+MWuO#hAtt@8aQ%6$(Au^PVVV4IIoQj1Kq?z{R5e?$7cCaE;1;dgV+T zaX}_!7@qhNd^kfou3RpuNWKt}cezCbl1I|e?Kt2?tD~a)<3{4n#t@e-uq;oWMm7FBd*W|Ov+0f+lU^$oT^^YBsK2Ygv)>X65z|4l zqso%2?Y2Dos||fzW38|8_3uja5i7zfj6f0P7Ot?$hk2dK0j0J0z`9s_4q2G2J9Lmf@XP8X2bDV%2d6-iF<%PudUX6LLALm8_ z#*s&tKQgC3tAp}W-9G=0j+TpoeZIeWx(Jjcd%J|Qa{`Uo1V#b$syCy0D@;9fJE>1} zNdn4yYC)STJ1!D!K*kbH{f)3ktKqlLBJUDJ8%He&mJem#oET}J#YfqJ2T)M zMczH)DoGlFJ!e+^x$6V$?+oGn**D;u>vvM$LH#?a@PYVuX#5*4^BZs99=7la_Hau4 zJMm|q?_cKkl-akO*>f-++TOIvHj)$Hf%NVptxx=)nV%h5pf_O*X>{_m&w;})Lg1(8 z=h+}0lNY*v+}^{JneX+0Yi5wwV({EvcsC#AIOLZ+@J_A42eL|N4}ON3daA+U zXOx4gF8ad`pxmfBU~!iZq$(R^i;`O&WurT=08J5M7o_+|{}2ia7PMVa-qi>mo-sr?_|tMXIMd zuSC{sgw|+MZR_I;B*dCsF}e39#2NiGK!{sp+*j2H<{_qIcfUQ_@)T+p0?mki{KW5! z?cH0~(xS@_Z9uWJ3b&I|PKJY0ig)j?VrHqeks<&gzp{W&`+rbB5pO{GU~z-lsW6Qy(V4NvaoK&7HxJu0nrWc zt)~hgEzHz6MK!tU(urWttxcyDbn_QcSnT?v!=`0?15jaJUzi<5TrQC5EWSGj(h zhxg~z;pCsHwjl(}dXao#80C7Rzv9-Nf|gQ;!`5msmXE~IO{FKCHn-z$9Q^povyGR) zx64&9%CK+E2ib|LFxGR^cf8T6=if2>+f|<|m|2{sopParmdD;hI-Ae}$(Adyo#7xq{*NJ{9;o#0`H=7`VGQZMd#6t4)O_pNE2}*s&bYGB;KU$}8`umn0B^Ad_$Rw){ZEJDa4h2%- z{b6qJx_sz-3%Ed!bH@&w|H_mBGaRAC;g~MppyplA=JRPx_E2Kzyz1bmoqyN!SuPo^ z0{<&l@G4f6{i>2;0)p({Bns#PJ65<%MLoj0BuWBws^Pexq{cbH?q@e+N3E*E7rHbb~ zpG}&OeOe&pWv-bN-qUzw*b7w?e$2J`ukb&CI{6x66}t#ze@AP>`K{g0$dBW?8F_VwxFhU6&e%_peA>i! zxjdi*p}0%n`Ja|ueNZ|h=LmykPM{*Mm9jm%hCpOb2ygmj+!f&>G}4i}Dwqh}00sty zRcd;n0Di`W>mo3M(zYf`SVgWv%j5$x3Jr0W@&pBpq{$Hfx{bZa3Md1ZY}I$`2s$2q z;*vXkKTOSYvIjcB#iQzVoq=7(Xl|`zh*yk|hios_?da^rXS<9aPzQTTuK(K-va+zJ z3*&&30XYodnAL5(El5~dIN+GINc31q*hyIbTdFxZx&62NpNfzg9J8#WrPF^C+y9;< zNc056S-IFHS;SbmC3twGIHV-GSa?}^Bqi9mMcKqzMJ2_ANdEty7$E*1`^Uz~OY*<$ zAK^T=lDI00)c*VK;2IUKJH;s>)mgBsRtsSR~_|Dha9T!W|lDONlWU6bmMx)~; zE7>r==LGYJ&JZ5%MyMML(>Jv{4dc_-n{f~}=Pz!`J^|AnS{;Uz(>HT2(=Ed1&)$ZQdtV_{{cRjhB^QM diff --git a/doc/src/DimRed/DimRed.do.txt b/doc/src/DimRed/DimRed.do.txt index baa6931a8..4fa0e2360 100644 --- a/doc/src/DimRed/DimRed.do.txt +++ b/doc/src/DimRed/DimRed.do.txt @@ -15,7 +15,7 @@ turning an intractable problem into a tractable one. Here we will discuss some of the most popular dimensionality reduction techniques: the principal component analysis PCA, Kernel PCA, and Locally Linear Embedding (LLE). - +Furthermore, we will start by looking at some simple preprocessing of the data which allow us to rescale the data. !eblock