From 5aae83d44f1446cde8cc42584294735d30bd66be Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Sat, 10 Sep 2022 23:01:14 +0200 Subject: [PATCH] test of week37 --- doc/pub/week37/html/._week37-bs000.html | 2 +- doc/pub/week37/html/week37-bs.html | 2 +- doc/pub/week37/html/week37-reveal.html | 2 +- doc/pub/week37/html/week37-solarized.html | 2 +- doc/pub/week37/html/week37.html | 2 +- doc/pub/week37/ipynb/ipynb-week37-src.tar.gz | Bin 1022692 -> 1022692 bytes doc/pub/week37/ipynb/week37.ipynb | 294 +++++++++---------- 7 files changed, 152 insertions(+), 152 deletions(-) diff --git a/doc/pub/week37/html/._week37-bs000.html b/doc/pub/week37/html/._week37-bs000.html index 8f20641eb..49cc8cdb6 100644 --- a/doc/pub/week37/html/._week37-bs000.html +++ b/doc/pub/week37/html/._week37-bs000.html @@ -284,7 +284,7 @@ MathJax.Hub.Config({
-

Aug 23, 2022

+

Sep 10, 2022


diff --git a/doc/pub/week37/html/week37-bs.html b/doc/pub/week37/html/week37-bs.html index 8f20641eb..49cc8cdb6 100644 --- a/doc/pub/week37/html/week37-bs.html +++ b/doc/pub/week37/html/week37-bs.html @@ -284,7 +284,7 @@ MathJax.Hub.Config({
-

Aug 23, 2022

+

Sep 10, 2022


diff --git a/doc/pub/week37/html/week37-reveal.html b/doc/pub/week37/html/week37-reveal.html index 07364e98b..1b701ddb5 100644 --- a/doc/pub/week37/html/week37-reveal.html +++ b/doc/pub/week37/html/week37-reveal.html @@ -184,7 +184,7 @@ MathJax.Hub.Config({
-

Aug 23, 2022

+

Sep 10, 2022


diff --git a/doc/pub/week37/html/week37-solarized.html b/doc/pub/week37/html/week37-solarized.html index cbd168ad1..93032e7a1 100644 --- a/doc/pub/week37/html/week37-solarized.html +++ b/doc/pub/week37/html/week37-solarized.html @@ -237,7 +237,7 @@ MathJax.Hub.Config({
-

Aug 23, 2022

+

Sep 10, 2022


diff --git a/doc/pub/week37/html/week37.html b/doc/pub/week37/html/week37.html index 24e59b9fb..9004c5557 100644 --- a/doc/pub/week37/html/week37.html +++ b/doc/pub/week37/html/week37.html @@ -314,7 +314,7 @@ MathJax.Hub.Config({
-

Aug 23, 2022

+

Sep 10, 2022


diff --git a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz index 21fbd22a2bcab72e91a0a67dd06a66130ba9efb5..6b10d9e068c3634c5eebc71139ec6521878cbb68 100644 GIT binary patch delta 63 zcmWN_IT3&`002SWT=)$zgOhlpxC#gOh#b1Opn)y7q?I6@^zvtv OK}MNmmPOXg_TC>zDiEFk diff --git a/doc/pub/week37/ipynb/week37.ipynb b/doc/pub/week37/ipynb/week37.ipynb index b74514edc..663d7d445 100644 --- a/doc/pub/week37/ipynb/week37.ipynb +++ b/doc/pub/week37/ipynb/week37.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a5836dde", + "id": "5d7ec66c", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "de302286", + "id": "ec28e4fc", "metadata": { "editable": true }, @@ -22,14 +22,14 @@ "# Week 37: Summary of Ridge and Lasso Regression and Resampling Methods\n", "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n", "\n", - "Date: **Aug 23, 2022**\n", + "Date: **Sep 10, 2022**\n", "\n", "Copyright 1999-2022, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license" ] }, { "cell_type": "markdown", - "id": "d650d109", + "id": "d5c37e72", "metadata": { "editable": true }, @@ -50,7 +50,7 @@ }, { "cell_type": "markdown", - "id": "5211d648", + "id": "9abc1b25", "metadata": { "editable": true }, @@ -60,7 +60,7 @@ }, { "cell_type": "markdown", - "id": "b0230391", + "id": "4286a2ff", "metadata": { "editable": true }, @@ -83,7 +83,7 @@ }, { "cell_type": "markdown", - "id": "d6189db5", + "id": "b269b952", "metadata": { "editable": true }, @@ -95,7 +95,7 @@ }, { "cell_type": "markdown", - "id": "55a53842", + "id": "b61ff447", "metadata": { "editable": true }, @@ -108,7 +108,7 @@ }, { "cell_type": "markdown", - "id": "97824eab", + "id": "704ea0ec", "metadata": { "editable": true }, @@ -120,7 +120,7 @@ }, { "cell_type": "markdown", - "id": "fdd01f7b", + "id": "f3c8adfe", "metadata": { "editable": true }, @@ -132,7 +132,7 @@ }, { "cell_type": "markdown", - "id": "c7f8b3d9", + "id": "26925167", "metadata": { "editable": true }, @@ -144,7 +144,7 @@ }, { "cell_type": "markdown", - "id": "b07a549e", + "id": "8ce6deae", "metadata": { "editable": true }, @@ -155,7 +155,7 @@ }, { "cell_type": "markdown", - "id": "bfb43e03", + "id": "ba148c7d", "metadata": { "editable": true }, @@ -167,7 +167,7 @@ }, { "cell_type": "markdown", - "id": "99716b64", + "id": "7411e08f", "metadata": { "editable": true }, @@ -178,7 +178,7 @@ }, { "cell_type": "markdown", - "id": "9d019eab", + "id": "76c9dc0b", "metadata": { "editable": true }, @@ -190,7 +190,7 @@ }, { "cell_type": "markdown", - "id": "735e18d1", + "id": "d6102794", "metadata": { "editable": true }, @@ -200,7 +200,7 @@ }, { "cell_type": "markdown", - "id": "9900f359", + "id": "a09c859a", "metadata": { "editable": true }, @@ -231,7 +231,7 @@ }, { "cell_type": "markdown", - "id": "f73eb18f", + "id": "817e364a", "metadata": { "editable": true }, @@ -243,7 +243,7 @@ }, { "cell_type": "markdown", - "id": "c2b1885a", + "id": "924d827d", "metadata": { "editable": true }, @@ -255,7 +255,7 @@ }, { "cell_type": "markdown", - "id": "4d6140ee", + "id": "cc9a1d8e", "metadata": { "editable": true }, @@ -265,7 +265,7 @@ }, { "cell_type": "markdown", - "id": "062a201d", + "id": "614a3d71", "metadata": { "editable": true }, @@ -277,7 +277,7 @@ }, { "cell_type": "markdown", - "id": "96498f2d", + "id": "e8d8a0e8", "metadata": { "editable": true }, @@ -287,7 +287,7 @@ }, { "cell_type": "markdown", - "id": "7c187e5e", + "id": "ad428f65", "metadata": { "editable": true }, @@ -299,7 +299,7 @@ }, { "cell_type": "markdown", - "id": "32b99a15", + "id": "5494acbc", "metadata": { "editable": true }, @@ -309,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "61b4886b", + "id": "c27c2eab", "metadata": { "editable": true }, @@ -321,7 +321,7 @@ }, { "cell_type": "markdown", - "id": "05e977f0", + "id": "698abd43", "metadata": { "editable": true }, @@ -333,7 +333,7 @@ }, { "cell_type": "markdown", - "id": "3c3f40e2", + "id": "7d7c0e43", "metadata": { "editable": true }, @@ -345,7 +345,7 @@ }, { "cell_type": "markdown", - "id": "865433b0", + "id": "177c94e0", "metadata": { "editable": true }, @@ -355,7 +355,7 @@ }, { "cell_type": "markdown", - "id": "1325bce7", + "id": "bc4d6da5", "metadata": { "editable": true }, @@ -367,7 +367,7 @@ }, { "cell_type": "markdown", - "id": "eea47267", + "id": "9e7785d9", "metadata": { "editable": true }, @@ -377,7 +377,7 @@ }, { "cell_type": "markdown", - "id": "92bd39ff", + "id": "c403d986", "metadata": { "editable": true }, @@ -394,7 +394,7 @@ }, { "cell_type": "markdown", - "id": "84852c9b", + "id": "2b8bffcb", "metadata": { "editable": true }, @@ -413,7 +413,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "9a907bbe", + "id": "e130a543", "metadata": { "collapsed": false, "editable": true @@ -489,7 +489,7 @@ }, { "cell_type": "markdown", - "id": "49bfb836", + "id": "105ac6de", "metadata": { "editable": true }, @@ -499,7 +499,7 @@ }, { "cell_type": "markdown", - "id": "88f19610", + "id": "5b4829b2", "metadata": { "editable": true }, @@ -529,7 +529,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "4835de12", + "id": "7b579753", "metadata": { "collapsed": false, "editable": true @@ -578,7 +578,7 @@ }, { "cell_type": "markdown", - "id": "fc7b0f49", + "id": "79f58978", "metadata": { "editable": true }, @@ -592,7 +592,7 @@ }, { "cell_type": "markdown", - "id": "42f06212", + "id": "2def2878", "metadata": { "editable": true }, @@ -604,7 +604,7 @@ }, { "cell_type": "markdown", - "id": "fa1e63d0", + "id": "f747d681", "metadata": { "editable": true }, @@ -614,7 +614,7 @@ }, { "cell_type": "markdown", - "id": "fa9568ba", + "id": "b7a5af99", "metadata": { "editable": true }, @@ -626,7 +626,7 @@ }, { "cell_type": "markdown", - "id": "054a3391", + "id": "0bd0fd7e", "metadata": { "editable": true }, @@ -636,7 +636,7 @@ }, { "cell_type": "markdown", - "id": "82284422", + "id": "a3666d37", "metadata": { "editable": true }, @@ -648,7 +648,7 @@ }, { "cell_type": "markdown", - "id": "47b66ae4", + "id": "3eb3f04a", "metadata": { "editable": true }, @@ -658,7 +658,7 @@ }, { "cell_type": "markdown", - "id": "1a5003d7", + "id": "3de3e6cf", "metadata": { "editable": true }, @@ -670,7 +670,7 @@ }, { "cell_type": "markdown", - "id": "78330f1c", + "id": "89107435", "metadata": { "editable": true }, @@ -680,7 +680,7 @@ }, { "cell_type": "markdown", - "id": "64d20bda", + "id": "a6ca471e", "metadata": { "editable": true }, @@ -696,7 +696,7 @@ }, { "cell_type": "markdown", - "id": "efb6bc3e", + "id": "f2702c4e", "metadata": { "editable": true }, @@ -708,7 +708,7 @@ }, { "cell_type": "markdown", - "id": "631f9bbf", + "id": "9ddb88a5", "metadata": { "editable": true }, @@ -718,7 +718,7 @@ }, { "cell_type": "markdown", - "id": "be11a176", + "id": "163c6ddc", "metadata": { "editable": true }, @@ -730,7 +730,7 @@ }, { "cell_type": "markdown", - "id": "5d93b043", + "id": "ebbac106", "metadata": { "editable": true }, @@ -743,7 +743,7 @@ }, { "cell_type": "markdown", - "id": "2342a3d1", + "id": "f615fbbb", "metadata": { "editable": true }, @@ -755,7 +755,7 @@ }, { "cell_type": "markdown", - "id": "afefb69b", + "id": "807b8d71", "metadata": { "editable": true }, @@ -765,7 +765,7 @@ }, { "cell_type": "markdown", - "id": "ff127df8", + "id": "164fbcf0", "metadata": { "editable": true }, @@ -777,7 +777,7 @@ }, { "cell_type": "markdown", - "id": "6f0ee10a", + "id": "5d6bc300", "metadata": { "editable": true }, @@ -787,7 +787,7 @@ }, { "cell_type": "markdown", - "id": "bc40b459", + "id": "6367dd7f", "metadata": { "editable": true }, @@ -799,7 +799,7 @@ }, { "cell_type": "markdown", - "id": "f0836068", + "id": "4e139f9d", "metadata": { "editable": true }, @@ -811,7 +811,7 @@ }, { "cell_type": "markdown", - "id": "400856ed", + "id": "f29c7cbb", "metadata": { "editable": true }, @@ -821,7 +821,7 @@ }, { "cell_type": "markdown", - "id": "63922ca3", + "id": "618c626e", "metadata": { "editable": true }, @@ -833,7 +833,7 @@ }, { "cell_type": "markdown", - "id": "0fbcdb4a", + "id": "e09a108f", "metadata": { "editable": true }, @@ -845,7 +845,7 @@ }, { "cell_type": "markdown", - "id": "712779ec", + "id": "abd07724", "metadata": { "editable": true }, @@ -857,7 +857,7 @@ }, { "cell_type": "markdown", - "id": "5148d55d", + "id": "5227f1f2", "metadata": { "editable": true }, @@ -867,7 +867,7 @@ }, { "cell_type": "markdown", - "id": "c70250d8", + "id": "7e402c10", "metadata": { "editable": true }, @@ -879,7 +879,7 @@ }, { "cell_type": "markdown", - "id": "41677ce1", + "id": "aec12b0e", "metadata": { "editable": true }, @@ -889,7 +889,7 @@ }, { "cell_type": "markdown", - "id": "9fed0f7b", + "id": "949fdc40", "metadata": { "editable": true }, @@ -908,7 +908,7 @@ }, { "cell_type": "markdown", - "id": "0bcc8118", + "id": "cdb5dbc0", "metadata": { "editable": true }, @@ -936,7 +936,7 @@ }, { "cell_type": "markdown", - "id": "8cc62c36", + "id": "9c741688", "metadata": { "editable": true }, @@ -962,7 +962,7 @@ }, { "cell_type": "markdown", - "id": "b24f01bb", + "id": "a3149b69", "metadata": { "editable": true }, @@ -979,7 +979,7 @@ }, { "cell_type": "markdown", - "id": "60020fbe", + "id": "8573eeae", "metadata": { "editable": true }, @@ -999,7 +999,7 @@ }, { "cell_type": "markdown", - "id": "41cf8945", + "id": "6d07c660", "metadata": { "editable": true }, @@ -1028,7 +1028,7 @@ }, { "cell_type": "markdown", - "id": "66aecc7c", + "id": "78f54fca", "metadata": { "editable": true }, @@ -1053,7 +1053,7 @@ }, { "cell_type": "markdown", - "id": "78700d5d", + "id": "a7b4cc86", "metadata": { "editable": true }, @@ -1067,7 +1067,7 @@ }, { "cell_type": "markdown", - "id": "d3102055", + "id": "03a4ff58", "metadata": { "editable": true }, @@ -1079,7 +1079,7 @@ }, { "cell_type": "markdown", - "id": "38ea20e9", + "id": "e8cbd3f9", "metadata": { "editable": true }, @@ -1092,7 +1092,7 @@ }, { "cell_type": "markdown", - "id": "210f00d2", + "id": "24639b9a", "metadata": { "editable": true }, @@ -1103,7 +1103,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e84a76b6", + "id": "81cb208d", "metadata": { "collapsed": false, "editable": true @@ -1142,7 +1142,7 @@ }, { "cell_type": "markdown", - "id": "9aea7387", + "id": "b9528f17", "metadata": { "editable": true }, @@ -1167,7 +1167,7 @@ }, { "cell_type": "markdown", - "id": "6ea854bb", + "id": "9dae6907", "metadata": { "editable": true }, @@ -1187,7 +1187,7 @@ }, { "cell_type": "markdown", - "id": "e192b627", + "id": "205a455f", "metadata": { "editable": true }, @@ -1199,7 +1199,7 @@ }, { "cell_type": "markdown", - "id": "8f128f3b", + "id": "365816e5", "metadata": { "editable": true }, @@ -1209,7 +1209,7 @@ }, { "cell_type": "markdown", - "id": "19c8552a", + "id": "e77574a2", "metadata": { "editable": true }, @@ -1224,7 +1224,7 @@ }, { "cell_type": "markdown", - "id": "a8b8dd44", + "id": "ec4e17ed", "metadata": { "editable": true }, @@ -1237,7 +1237,7 @@ }, { "cell_type": "markdown", - "id": "efad3667", + "id": "2f7345c8", "metadata": { "editable": true }, @@ -1250,7 +1250,7 @@ }, { "cell_type": "markdown", - "id": "e8bc1f23", + "id": "0bbca73e", "metadata": { "editable": true }, @@ -1262,7 +1262,7 @@ }, { "cell_type": "markdown", - "id": "09f6d895", + "id": "51ac02b3", "metadata": { "editable": true }, @@ -1275,7 +1275,7 @@ }, { "cell_type": "markdown", - "id": "633c3dad", + "id": "7ed3d64b", "metadata": { "editable": true }, @@ -1286,7 +1286,7 @@ }, { "cell_type": "markdown", - "id": "5b6bbf58", + "id": "56687e17", "metadata": { "editable": true }, @@ -1300,7 +1300,7 @@ }, { "cell_type": "markdown", - "id": "a2616b84", + "id": "57498424", "metadata": { "editable": true }, @@ -1310,7 +1310,7 @@ }, { "cell_type": "markdown", - "id": "14ad8d5e", + "id": "76d375db", "metadata": { "editable": true }, @@ -1324,7 +1324,7 @@ }, { "cell_type": "markdown", - "id": "4fb90d4e", + "id": "3f4ed097", "metadata": { "editable": true }, @@ -1337,7 +1337,7 @@ }, { "cell_type": "markdown", - "id": "ebe09cb1", + "id": "9d290e90", "metadata": { "editable": true }, @@ -1350,7 +1350,7 @@ }, { "cell_type": "markdown", - "id": "e077c46b", + "id": "ad1d7073", "metadata": { "editable": true }, @@ -1360,7 +1360,7 @@ }, { "cell_type": "markdown", - "id": "23dbf693", + "id": "be5b68f4", "metadata": { "editable": true }, @@ -1373,7 +1373,7 @@ }, { "cell_type": "markdown", - "id": "c2ff645f", + "id": "5363a6db", "metadata": { "editable": true }, @@ -1383,7 +1383,7 @@ }, { "cell_type": "markdown", - "id": "521a88bf", + "id": "70bc9753", "metadata": { "editable": true }, @@ -1396,7 +1396,7 @@ }, { "cell_type": "markdown", - "id": "8654dfdb", + "id": "cd0624f3", "metadata": { "editable": true }, @@ -1408,7 +1408,7 @@ }, { "cell_type": "markdown", - "id": "ea9bfca5", + "id": "9b851c0a", "metadata": { "editable": true }, @@ -1427,7 +1427,7 @@ }, { "cell_type": "markdown", - "id": "68a40c8a", + "id": "cfa310f9", "metadata": { "editable": true }, @@ -1440,7 +1440,7 @@ }, { "cell_type": "markdown", - "id": "18961d1c", + "id": "04d41ba5", "metadata": { "editable": true }, @@ -1452,7 +1452,7 @@ }, { "cell_type": "markdown", - "id": "27733cdc", + "id": "4704dbf1", "metadata": { "editable": true }, @@ -1465,7 +1465,7 @@ }, { "cell_type": "markdown", - "id": "67873daf", + "id": "5b81cf88", "metadata": { "editable": true }, @@ -1485,7 +1485,7 @@ }, { "cell_type": "markdown", - "id": "c3070b0e", + "id": "f26bfb06", "metadata": { "editable": true }, @@ -1508,7 +1508,7 @@ }, { "cell_type": "markdown", - "id": "6882d3ef", + "id": "a018933d", "metadata": { "editable": true }, @@ -1523,7 +1523,7 @@ }, { "cell_type": "markdown", - "id": "93b856bb", + "id": "b334bb08", "metadata": { "editable": true }, @@ -1535,7 +1535,7 @@ }, { "cell_type": "markdown", - "id": "018c758d", + "id": "6efb10de", "metadata": { "editable": true }, @@ -1555,7 +1555,7 @@ }, { "cell_type": "markdown", - "id": "8b809f29", + "id": "a76c60ee", "metadata": { "editable": true }, @@ -1575,7 +1575,7 @@ }, { "cell_type": "markdown", - "id": "b4ac826b", + "id": "77fff687", "metadata": { "editable": true }, @@ -1599,7 +1599,7 @@ }, { "cell_type": "markdown", - "id": "0667797d", + "id": "83e185ec", "metadata": { "editable": true }, @@ -1620,7 +1620,7 @@ }, { "cell_type": "markdown", - "id": "59db77ae", + "id": "0bb2489d", "metadata": { "editable": true }, @@ -1650,7 +1650,7 @@ }, { "cell_type": "markdown", - "id": "94476991", + "id": "49bd4d50", "metadata": { "editable": true }, @@ -1674,7 +1674,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "c021fa6c", + "id": "d3d4f303", "metadata": { "collapsed": false, "editable": true @@ -1711,7 +1711,7 @@ }, { "cell_type": "markdown", - "id": "bfb64264", + "id": "66d1dc50", "metadata": { "editable": true }, @@ -1721,7 +1721,7 @@ }, { "cell_type": "markdown", - "id": "4f4554da", + "id": "19bfeaf8", "metadata": { "editable": true }, @@ -1732,7 +1732,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "1b8d9567", + "id": "107ef0d3", "metadata": { "collapsed": false, "editable": true @@ -1752,7 +1752,7 @@ }, { "cell_type": "markdown", - "id": "15b3abb8", + "id": "55e10844", "metadata": { "editable": true }, @@ -1770,7 +1770,7 @@ }, { "cell_type": "markdown", - "id": "75b22667", + "id": "f578a114", "metadata": { "editable": true }, @@ -1782,7 +1782,7 @@ }, { "cell_type": "markdown", - "id": "75bc3237", + "id": "f94f18b1", "metadata": { "editable": true }, @@ -1799,7 +1799,7 @@ }, { "cell_type": "markdown", - "id": "c2cadf6b", + "id": "f8882411", "metadata": { "editable": true }, @@ -1811,7 +1811,7 @@ }, { "cell_type": "markdown", - "id": "198df5d7", + "id": "72647167", "metadata": { "editable": true }, @@ -1821,7 +1821,7 @@ }, { "cell_type": "markdown", - "id": "3a5dee4e", + "id": "10e435fd", "metadata": { "editable": true }, @@ -1833,7 +1833,7 @@ }, { "cell_type": "markdown", - "id": "c961e418", + "id": "31d94412", "metadata": { "editable": true }, @@ -1850,7 +1850,7 @@ }, { "cell_type": "markdown", - "id": "f2157a6d", + "id": "a60fa14a", "metadata": { "editable": true }, @@ -1862,7 +1862,7 @@ }, { "cell_type": "markdown", - "id": "e3ec5e46", + "id": "eeb69478", "metadata": { "editable": true }, @@ -1872,7 +1872,7 @@ }, { "cell_type": "markdown", - "id": "e5a63c4e", + "id": "3adbbb6e", "metadata": { "editable": true }, @@ -1884,7 +1884,7 @@ }, { "cell_type": "markdown", - "id": "91c199d1", + "id": "1394f791", "metadata": { "editable": true }, @@ -1894,7 +1894,7 @@ }, { "cell_type": "markdown", - "id": "a1ad8200", + "id": "e88f033c", "metadata": { "editable": true }, @@ -1906,7 +1906,7 @@ }, { "cell_type": "markdown", - "id": "61443eec", + "id": "2ba21e90", "metadata": { "editable": true }, @@ -1916,7 +1916,7 @@ }, { "cell_type": "markdown", - "id": "ba72804c", + "id": "add94ac6", "metadata": { "editable": true }, @@ -1932,7 +1932,7 @@ }, { "cell_type": "markdown", - "id": "036ec362", + "id": "8b882800", "metadata": { "editable": true }, @@ -1943,7 +1943,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "f811f079", + "id": "aceec51a", "metadata": { "collapsed": false, "editable": true @@ -2008,7 +2008,7 @@ }, { "cell_type": "markdown", - "id": "22336b54", + "id": "591b571d", "metadata": { "editable": true }, @@ -2019,7 +2019,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "f317126f", + "id": "e56ca2de", "metadata": { "collapsed": false, "editable": true @@ -2076,7 +2076,7 @@ }, { "cell_type": "markdown", - "id": "c5da7b85", + "id": "9f778548", "metadata": { "editable": true }, @@ -2114,7 +2114,7 @@ }, { "cell_type": "markdown", - "id": "6ad35a51", + "id": "44ceab1f", "metadata": { "editable": true }, @@ -2125,7 +2125,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "f08dfc81", + "id": "a1743538", "metadata": { "collapsed": false, "editable": true @@ -2207,7 +2207,7 @@ }, { "cell_type": "markdown", - "id": "2a30946d", + "id": "f979885d", "metadata": { "editable": true }, @@ -2232,7 +2232,7 @@ }, { "cell_type": "markdown", - "id": "f5f6a90c", + "id": "a592b546", "metadata": { "editable": true }, @@ -2248,7 +2248,7 @@ }, { "cell_type": "markdown", - "id": "064b458c", + "id": "6428ca8f", "metadata": { "editable": true }, @@ -2264,7 +2264,7 @@ }, { "cell_type": "markdown", - "id": "c92ee0ac", + "id": "dd9704bc", "metadata": { "editable": true }, @@ -2278,7 +2278,7 @@ }, { "cell_type": "markdown", - "id": "c716756d", + "id": "d3c05d64", "metadata": { "editable": true }, @@ -2292,7 +2292,7 @@ }, { "cell_type": "markdown", - "id": "7ea72d6a", + "id": "e7ae9eb9", "metadata": { "editable": true }, @@ -2320,7 +2320,7 @@ }, { "cell_type": "markdown", - "id": "73614785", + "id": "f918a560", "metadata": { "editable": true }, @@ -2333,7 +2333,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "b1ea9e37", + "id": "4392cb41", "metadata": { "collapsed": false, "editable": true @@ -2433,7 +2433,7 @@ }, { "cell_type": "markdown", - "id": "bbf679d3", + "id": "179f1b66", "metadata": { "editable": true }, @@ -2444,7 +2444,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "6ac512a1", + "id": "083c4f31", "metadata": { "collapsed": false, "editable": true @@ -2533,7 +2533,7 @@ }, { "cell_type": "markdown", - "id": "3f0f1bcd", + "id": "46dc7026", "metadata": { "editable": true }, @@ -2543,7 +2543,7 @@ }, { "cell_type": "markdown", - "id": "336fb423", + "id": "b4985569", "metadata": { "editable": true }, @@ -2556,7 +2556,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "811b0e58", + "id": "6580bb12", "metadata": { "collapsed": false, "editable": true