diff --git a/doc/pub/week37/html/._week37-bs001.html b/doc/pub/week37/html/._week37-bs001.html index b03f4661f..20713676b 100644 --- a/doc/pub/week37/html/._week37-bs001.html +++ b/doc/pub/week37/html/._week37-bs001.html @@ -296,9 +296,10 @@ MathJax.Hub.Config({
- -
  • Statistical interpretation of Ridge and Lasso regression, see also slides from last week
  • Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.
  • Readings and Videos:
    • @@ -309,7 +310,6 @@ MathJax.Hub.Config({
  • Video on Bootstrapping
  • Video on bias-variance tradeoff
    • -
    diff --git a/doc/pub/week37/html/week37-reveal.html b/doc/pub/week37/html/week37-reveal.html index 8507903d8..0b295eb82 100644 --- a/doc/pub/week37/html/week37-reveal.html +++ b/doc/pub/week37/html/week37-reveal.html @@ -199,10 +199,14 @@ MathJax.Hub.Config({
    Material for the lecture on Monday September 9

    - -

    +

    +

  • Statistical interpretation of Ridge and Lasso regression, see also slides from last week

  • Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.
    • @@ -220,8 +224,6 @@ MathJax.Hub.Config({

  • Video on bias-variance tradeoff
    • -

    -

    diff --git a/doc/pub/week37/html/week37-solarized.html b/doc/pub/week37/html/week37-solarized.html index 8ffb0cd00..3bf4e5f89 100644 --- a/doc/pub/week37/html/week37-solarized.html +++ b/doc/pub/week37/html/week37-solarized.html @@ -266,9 +266,10 @@ MathJax.Hub.Config({
    Material for the lecture on Monday September 9

    - -

  • Statistical interpretation of Ridge and Lasso regression, see also slides from last week
  • Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.
  • Readings and Videos:
    • @@ -279,7 +280,6 @@ MathJax.Hub.Config({
  • Video on Bootstrapping
  • Video on bias-variance tradeoff
    • -
    diff --git a/doc/pub/week37/html/week37.html b/doc/pub/week37/html/week37.html index 10a79eecd..2d8e67fcf 100644 --- a/doc/pub/week37/html/week37.html +++ b/doc/pub/week37/html/week37.html @@ -343,9 +343,10 @@ MathJax.Hub.Config({
    Material for the lecture on Monday September 9

    - -

  • Statistical interpretation of Ridge and Lasso regression, see also slides from last week
  • Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.
  • Readings and Videos:
    • @@ -356,7 +357,6 @@ MathJax.Hub.Config({
  • Video on Bootstrapping
  • Video on bias-variance tradeoff
    • -
    diff --git a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz index f5a3d4866..7ebb708da 100644 Binary files a/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz and b/doc/pub/week37/ipynb/ipynb-week37-src.tar.gz differ diff --git a/doc/pub/week37/ipynb/week37.ipynb b/doc/pub/week37/ipynb/week37.ipynb index 2281efc10..23e4f6cc9 100644 --- a/doc/pub/week37/ipynb/week37.ipynb +++ b/doc/pub/week37/ipynb/week37.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "1abc3180", + "id": "14b74d82", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "c1daea13", + "id": "98c332a6", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "44f3b13a", + "id": "39288149", "metadata": { "editable": true }, @@ -38,14 +38,15 @@ "\n", "**Material for the lecture on Monday September 9.**\n", "\n", - "\n", - "\n", + " * [Video of Lecture](https://youtu.be/omLmp_kkie0)\n", + "\n", + " * [Whiteboard notes](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember9.pdf)\n", + "\n", " * Statistical interpretation of Ridge and Lasso regression, see also slides from last week\n", "\n", " * Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well.\n", "\n", " * Readings and Videos:\n", - "\n", " * Raschka et al, pages 175-192\n", "\n", " * Hastie et al Chapter 7, here we recommend 7.1-7.5 and 7.10 (cross-validation) and 7.11 (bootstrap). See .\n", @@ -59,7 +60,7 @@ }, { "cell_type": "markdown", - "id": "9bfba57b", + "id": "bd562ffb", "metadata": { "editable": true }, @@ -81,7 +82,7 @@ }, { "cell_type": "markdown", - "id": "bb5184fb", + "id": "06a5d233", "metadata": { "editable": true }, @@ -91,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "fe16ef77", + "id": "ff22a7c4", "metadata": { "editable": true }, @@ -114,7 +115,7 @@ }, { "cell_type": "markdown", - "id": "16407da5", + "id": "af426198", "metadata": { "editable": true }, @@ -126,7 +127,7 @@ }, { "cell_type": "markdown", - "id": "7259f755", + "id": "bc6aece7", "metadata": { "editable": true }, @@ -139,7 +140,7 @@ }, { "cell_type": "markdown", - "id": "8197a563", + "id": "0fcaf1fa", "metadata": { "editable": true }, @@ -151,7 +152,7 @@ }, { "cell_type": "markdown", - "id": "55178ede", + "id": "cabb3149", "metadata": { "editable": true }, @@ -163,7 +164,7 @@ }, { "cell_type": "markdown", - "id": "8df6cfdc", + "id": "eaa18a3a", "metadata": { "editable": true }, @@ -175,7 +176,7 @@ }, { "cell_type": "markdown", - "id": "725df6b0", + "id": "77178b21", "metadata": { "editable": true }, @@ -186,7 +187,7 @@ }, { "cell_type": "markdown", - "id": "32b0c74a", + "id": "7ab08c28", "metadata": { "editable": true }, @@ -198,7 +199,7 @@ }, { "cell_type": "markdown", - "id": "40512d38", + "id": "f4c18070", "metadata": { "editable": true }, @@ -209,7 +210,7 @@ }, { "cell_type": "markdown", - "id": "1867bac9", + "id": "68333e06", "metadata": { "editable": true }, @@ -221,7 +222,7 @@ }, { "cell_type": "markdown", - "id": "d5d17026", + "id": "a6a23cb1", "metadata": { "editable": true }, @@ -231,7 +232,7 @@ }, { "cell_type": "markdown", - "id": "70980886", + "id": "2ab81525", "metadata": { "editable": true }, @@ -262,7 +263,7 @@ }, { "cell_type": "markdown", - "id": "e2f951bb", + "id": "7ec31ba4", "metadata": { "editable": true }, @@ -274,7 +275,7 @@ }, { "cell_type": "markdown", - "id": "85dbdab8", + "id": "7e4143d9", "metadata": { "editable": true }, @@ -286,7 +287,7 @@ }, { "cell_type": "markdown", - "id": "bcfb3f71", + "id": "807fc498", "metadata": { "editable": true }, @@ -296,7 +297,7 @@ }, { "cell_type": "markdown", - "id": "e59b8708", + "id": "75aea24f", "metadata": { "editable": true }, @@ -308,7 +309,7 @@ }, { "cell_type": "markdown", - "id": "80d942c3", + "id": "f5781704", "metadata": { "editable": true }, @@ -318,7 +319,7 @@ }, { "cell_type": "markdown", - "id": "45e5df6c", + "id": "73317949", "metadata": { "editable": true }, @@ -330,7 +331,7 @@ }, { "cell_type": "markdown", - "id": "0f759ec1", + "id": "4a92b413", "metadata": { "editable": true }, @@ -340,7 +341,7 @@ }, { "cell_type": "markdown", - "id": "18e4dc4b", + "id": "b9e8865f", "metadata": { "editable": true }, @@ -352,7 +353,7 @@ }, { "cell_type": "markdown", - "id": "b50c9cf8", + "id": "ce99993b", "metadata": { "editable": true }, @@ -362,7 +363,7 @@ }, { "cell_type": "markdown", - "id": "9c043888", + "id": "1c1e5ca5", "metadata": { "editable": true }, @@ -382,7 +383,7 @@ }, { "cell_type": "markdown", - "id": "936f4f77", + "id": "94efedeb", "metadata": { "editable": true }, @@ -394,7 +395,7 @@ }, { "cell_type": "markdown", - "id": "306274ee", + "id": "7bff18f4", "metadata": { "editable": true }, @@ -404,7 +405,7 @@ }, { "cell_type": "markdown", - "id": "581c5f93", + "id": "9dab4cc8", "metadata": { "editable": true }, @@ -416,7 +417,7 @@ }, { "cell_type": "markdown", - "id": "40a1da92", + "id": "301a7e63", "metadata": { "editable": true }, @@ -428,7 +429,7 @@ }, { "cell_type": "markdown", - "id": "f030b59d", + "id": "e1637fca", "metadata": { "editable": true }, @@ -440,7 +441,7 @@ }, { "cell_type": "markdown", - "id": "1f7cab98", + "id": "8318379c", "metadata": { "editable": true }, @@ -452,7 +453,7 @@ }, { "cell_type": "markdown", - "id": "e1446472", + "id": "42d22c8d", "metadata": { "editable": true }, @@ -464,7 +465,7 @@ }, { "cell_type": "markdown", - "id": "92ddfccf", + "id": "82010f47", "metadata": { "editable": true }, @@ -476,7 +477,7 @@ }, { "cell_type": "markdown", - "id": "e91caeaf", + "id": "5e520f96", "metadata": { "editable": true }, @@ -488,7 +489,7 @@ }, { "cell_type": "markdown", - "id": "5c78d187", + "id": "2b74f753", "metadata": { "editable": true }, @@ -500,7 +501,7 @@ }, { "cell_type": "markdown", - "id": "ed3da21c", + "id": "2c65cf69", "metadata": { "editable": true }, @@ -510,7 +511,7 @@ }, { "cell_type": "markdown", - "id": "3e1b1c5b", + "id": "ef72c5f7", "metadata": { "editable": true }, @@ -522,7 +523,7 @@ }, { "cell_type": "markdown", - "id": "e78923b1", + "id": "f009bb84", "metadata": { "editable": true }, @@ -532,7 +533,7 @@ }, { "cell_type": "markdown", - "id": "e1b17e7e", + "id": "38bed0cd", "metadata": { "editable": true }, @@ -551,7 +552,7 @@ }, { "cell_type": "markdown", - "id": "77ece18e", + "id": "8ccc70ec", "metadata": { "editable": true }, @@ -572,7 +573,7 @@ }, { "cell_type": "markdown", - "id": "d327d5a7", + "id": "fea10ce4", "metadata": { "editable": true }, @@ -584,7 +585,7 @@ }, { "cell_type": "markdown", - "id": "7102a93d", + "id": "3a9e78e5", "metadata": { "editable": true }, @@ -595,7 +596,7 @@ }, { "cell_type": "markdown", - "id": "27bfcb69", + "id": "989dcbed", "metadata": { "editable": true }, @@ -608,7 +609,7 @@ }, { "cell_type": "markdown", - "id": "6278ac53", + "id": "abf9c88c", "metadata": { "editable": true }, @@ -620,7 +621,7 @@ }, { "cell_type": "markdown", - "id": "3897e162", + "id": "445466d0", "metadata": { "editable": true }, @@ -630,7 +631,7 @@ }, { "cell_type": "markdown", - "id": "6e3ff648", + "id": "63fd91b8", "metadata": { "editable": true }, @@ -642,7 +643,7 @@ }, { "cell_type": "markdown", - "id": "176c5f9e", + "id": "a8cef50b", "metadata": { "editable": true }, @@ -652,7 +653,7 @@ }, { "cell_type": "markdown", - "id": "c5af703d", + "id": "1f3e9ffa", "metadata": { "editable": true }, @@ -664,7 +665,7 @@ }, { "cell_type": "markdown", - "id": "948dd53c", + "id": "5d32ca08", "metadata": { "editable": true }, @@ -674,7 +675,7 @@ }, { "cell_type": "markdown", - "id": "7ebb1faf", + "id": "1fa5f693", "metadata": { "editable": true }, @@ -688,7 +689,7 @@ }, { "cell_type": "markdown", - "id": "91c5fa5e", + "id": "576a43bd", "metadata": { "editable": true }, @@ -700,7 +701,7 @@ }, { "cell_type": "markdown", - "id": "e0a0244b", + "id": "2968120b", "metadata": { "editable": true }, @@ -710,7 +711,7 @@ }, { "cell_type": "markdown", - "id": "7db46562", + "id": "6154bc24", "metadata": { "editable": true }, @@ -722,7 +723,7 @@ }, { "cell_type": "markdown", - "id": "dfd3b2a2", + "id": "c0b483bb", "metadata": { "editable": true }, @@ -732,7 +733,7 @@ }, { "cell_type": "markdown", - "id": "0a8c059c", + "id": "91121969", "metadata": { "editable": true }, @@ -744,7 +745,7 @@ }, { "cell_type": "markdown", - "id": "197c21a0", + "id": "a4d78ecc", "metadata": { "editable": true }, @@ -754,7 +755,7 @@ }, { "cell_type": "markdown", - "id": "f99f268e", + "id": "e779a466", "metadata": { "editable": true }, @@ -766,7 +767,7 @@ }, { "cell_type": "markdown", - "id": "6a8b2738", + "id": "7c49926e", "metadata": { "editable": true }, @@ -776,7 +777,7 @@ }, { "cell_type": "markdown", - "id": "3451f8f0", + "id": "6ebb795d", "metadata": { "editable": true }, @@ -792,7 +793,7 @@ }, { "cell_type": "markdown", - "id": "2cceee67", + "id": "f288a479", "metadata": { "editable": true }, @@ -804,7 +805,7 @@ }, { "cell_type": "markdown", - "id": "35f4e8bb", + "id": "c6c99bca", "metadata": { "editable": true }, @@ -814,7 +815,7 @@ }, { "cell_type": "markdown", - "id": "21b8abf8", + "id": "14fb9c1f", "metadata": { "editable": true }, @@ -826,7 +827,7 @@ }, { "cell_type": "markdown", - "id": "67804133", + "id": "ad4a830f", "metadata": { "editable": true }, @@ -839,7 +840,7 @@ }, { "cell_type": "markdown", - "id": "475b65d6", + "id": "dfc5bffa", "metadata": { "editable": true }, @@ -851,7 +852,7 @@ }, { "cell_type": "markdown", - "id": "7e68e582", + "id": "71186941", "metadata": { "editable": true }, @@ -861,7 +862,7 @@ }, { "cell_type": "markdown", - "id": "7798cead", + "id": "b9814ef1", "metadata": { "editable": true }, @@ -873,7 +874,7 @@ }, { "cell_type": "markdown", - "id": "06b5fc3f", + "id": "429bd3fb", "metadata": { "editable": true }, @@ -883,7 +884,7 @@ }, { "cell_type": "markdown", - "id": "997f8e5d", + "id": "29f1a9b6", "metadata": { "editable": true }, @@ -895,7 +896,7 @@ }, { "cell_type": "markdown", - "id": "9fec2088", + "id": "d2617d29", "metadata": { "editable": true }, @@ -907,7 +908,7 @@ }, { "cell_type": "markdown", - "id": "af56a994", + "id": "fb90b57a", "metadata": { "editable": true }, @@ -917,7 +918,7 @@ }, { "cell_type": "markdown", - "id": "d50d4218", + "id": "6df398dd", "metadata": { "editable": true }, @@ -929,7 +930,7 @@ }, { "cell_type": "markdown", - "id": "edbfbb74", + "id": "de9e1065", "metadata": { "editable": true }, @@ -941,7 +942,7 @@ }, { "cell_type": "markdown", - "id": "684bbebb", + "id": "35ad3c48", "metadata": { "editable": true }, @@ -953,7 +954,7 @@ }, { "cell_type": "markdown", - "id": "42ad509f", + "id": "43acabad", "metadata": { "editable": true }, @@ -963,7 +964,7 @@ }, { "cell_type": "markdown", - "id": "75efa6c7", + "id": "36033e6e", "metadata": { "editable": true }, @@ -975,7 +976,7 @@ }, { "cell_type": "markdown", - "id": "b88067e5", + "id": "91d57877", "metadata": { "editable": true }, @@ -985,7 +986,7 @@ }, { "cell_type": "markdown", - "id": "2223ad59", + "id": "c13b96b0", "metadata": { "editable": true }, @@ -1004,7 +1005,7 @@ }, { "cell_type": "markdown", - "id": "adf4f844", + "id": "eab9c787", "metadata": { "editable": true }, @@ -1032,7 +1033,7 @@ }, { "cell_type": "markdown", - "id": "eeacc972", + "id": "a6170268", "metadata": { "editable": true }, @@ -1058,7 +1059,7 @@ }, { "cell_type": "markdown", - "id": "b162fc53", + "id": "dea29c07", "metadata": { "editable": true }, @@ -1075,7 +1076,7 @@ }, { "cell_type": "markdown", - "id": "d70c98f7", + "id": "6a355ed8", "metadata": { "editable": true }, @@ -1095,7 +1096,7 @@ }, { "cell_type": "markdown", - "id": "220b6410", + "id": "bf54a8c6", "metadata": { "editable": true }, @@ -1124,7 +1125,7 @@ }, { "cell_type": "markdown", - "id": "68efa94d", + "id": "80fd775f", "metadata": { "editable": true }, @@ -1149,7 +1150,7 @@ }, { "cell_type": "markdown", - "id": "0c144baa", + "id": "67af5e5c", "metadata": { "editable": true }, @@ -1169,7 +1170,7 @@ }, { "cell_type": "markdown", - "id": "3dbef469", + "id": "79ea23d1", "metadata": { "editable": true }, @@ -1181,7 +1182,7 @@ }, { "cell_type": "markdown", - "id": "27061345", + "id": "e4cd40d6", "metadata": { "editable": true }, @@ -1191,7 +1192,7 @@ }, { "cell_type": "markdown", - "id": "bc270a26", + "id": "80521077", "metadata": { "editable": true }, @@ -1206,7 +1207,7 @@ }, { "cell_type": "markdown", - "id": "4075e050", + "id": "773ffc5b", "metadata": { "editable": true }, @@ -1219,7 +1220,7 @@ }, { "cell_type": "markdown", - "id": "19dd4b96", + "id": "a53cbb6e", "metadata": { "editable": true }, @@ -1232,7 +1233,7 @@ }, { "cell_type": "markdown", - "id": "f0fa1bc0", + "id": "bc097958", "metadata": { "editable": true }, @@ -1244,7 +1245,7 @@ }, { "cell_type": "markdown", - "id": "8ea697af", + "id": "ef9c2642", "metadata": { "editable": true }, @@ -1257,7 +1258,7 @@ }, { "cell_type": "markdown", - "id": "6074b0df", + "id": "0bd76803", "metadata": { "editable": true }, @@ -1268,7 +1269,7 @@ }, { "cell_type": "markdown", - "id": "17890a02", + "id": "143a314b", "metadata": { "editable": true }, @@ -1282,7 +1283,7 @@ }, { "cell_type": "markdown", - "id": "86770121", + "id": "d3bfe73f", "metadata": { "editable": true }, @@ -1292,7 +1293,7 @@ }, { "cell_type": "markdown", - "id": "7447aaee", + "id": "b0cc0bd3", "metadata": { "editable": true }, @@ -1306,7 +1307,7 @@ }, { "cell_type": "markdown", - "id": "1a065454", + "id": "fe4cdf90", "metadata": { "editable": true }, @@ -1319,7 +1320,7 @@ }, { "cell_type": "markdown", - "id": "299e45c4", + "id": "d50e1049", "metadata": { "editable": true }, @@ -1332,7 +1333,7 @@ }, { "cell_type": "markdown", - "id": "2e27eb1c", + "id": "a1661648", "metadata": { "editable": true }, @@ -1342,7 +1343,7 @@ }, { "cell_type": "markdown", - "id": "757e0395", + "id": "2b91b999", "metadata": { "editable": true }, @@ -1355,7 +1356,7 @@ }, { "cell_type": "markdown", - "id": "821b4888", + "id": "d125b2b0", "metadata": { "editable": true }, @@ -1365,7 +1366,7 @@ }, { "cell_type": "markdown", - "id": "1f66e8c1", + "id": "1a76b424", "metadata": { "editable": true }, @@ -1378,7 +1379,7 @@ }, { "cell_type": "markdown", - "id": "794b99f5", + "id": "6dd2fdaa", "metadata": { "editable": true }, @@ -1390,7 +1391,7 @@ }, { "cell_type": "markdown", - "id": "a7703593", + "id": "50823852", "metadata": { "editable": true }, @@ -1409,7 +1410,7 @@ }, { "cell_type": "markdown", - "id": "4d4c2830", + "id": "44eb282e", "metadata": { "editable": true }, @@ -1422,7 +1423,7 @@ }, { "cell_type": "markdown", - "id": "08f438fa", + "id": "ddb7af3a", "metadata": { "editable": true }, @@ -1434,7 +1435,7 @@ }, { "cell_type": "markdown", - "id": "30554920", + "id": "5aba3911", "metadata": { "editable": true }, @@ -1447,7 +1448,7 @@ }, { "cell_type": "markdown", - "id": "eb2d0659", + "id": "309c6e8d", "metadata": { "editable": true }, @@ -1467,7 +1468,7 @@ }, { "cell_type": "markdown", - "id": "e3f406ba", + "id": "2b8a5825", "metadata": { "editable": true }, @@ -1490,7 +1491,7 @@ }, { "cell_type": "markdown", - "id": "04ed2dd4", + "id": "1ac0e0c5", "metadata": { "editable": true }, @@ -1505,7 +1506,7 @@ }, { "cell_type": "markdown", - "id": "ca175052", + "id": "965b8861", "metadata": { "editable": true }, @@ -1517,7 +1518,7 @@ }, { "cell_type": "markdown", - "id": "cae9e5af", + "id": "6bf20539", "metadata": { "editable": true }, @@ -1537,7 +1538,7 @@ }, { "cell_type": "markdown", - "id": "5d65b07a", + "id": "5e5f3caf", "metadata": { "editable": true }, @@ -1557,7 +1558,7 @@ }, { "cell_type": "markdown", - "id": "b1bf73fb", + "id": "e25303c9", "metadata": { "editable": true }, @@ -1581,7 +1582,7 @@ }, { "cell_type": "markdown", - "id": "1f98ac66", + "id": "17e45f8a", "metadata": { "editable": true }, @@ -1602,7 +1603,7 @@ }, { "cell_type": "markdown", - "id": "cc88b1ee", + "id": "2b7004da", "metadata": { "editable": true }, @@ -1632,7 +1633,7 @@ }, { "cell_type": "markdown", - "id": "8b721633", + "id": "f74a0ed0", "metadata": { "editable": true }, @@ -1656,7 +1657,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "ad223832", + "id": "a046ccd2", "metadata": { "collapsed": false, "editable": true @@ -1695,7 +1696,7 @@ }, { "cell_type": "markdown", - "id": "17be41a1", + "id": "73c1644c", "metadata": { "editable": true }, @@ -1705,7 +1706,7 @@ }, { "cell_type": "markdown", - "id": "69421d74", + "id": "13c58372", "metadata": { "editable": true }, @@ -1716,7 +1717,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "2729405e", + "id": "d6be834d", "metadata": { "collapsed": false, "editable": true @@ -1736,7 +1737,7 @@ }, { "cell_type": "markdown", - "id": "236a42a1", + "id": "e8f4fdb7", "metadata": { "editable": true }, @@ -1754,7 +1755,7 @@ }, { "cell_type": "markdown", - "id": "8fcdaadc", + "id": "6f25843d", "metadata": { "editable": true }, @@ -1766,7 +1767,7 @@ }, { "cell_type": "markdown", - "id": "7cc9cdf4", + "id": "db90826c", "metadata": { "editable": true }, @@ -1783,7 +1784,7 @@ }, { "cell_type": "markdown", - "id": "b7b6f4ad", + "id": "33d2500c", "metadata": { "editable": true }, @@ -1795,7 +1796,7 @@ }, { "cell_type": "markdown", - "id": "859ee059", + "id": "a3a0de2f", "metadata": { "editable": true }, @@ -1805,7 +1806,7 @@ }, { "cell_type": "markdown", - "id": "459c3520", + "id": "d6e85182", "metadata": { "editable": true }, @@ -1817,7 +1818,7 @@ }, { "cell_type": "markdown", - "id": "07d724d8", + "id": "30a7b4c7", "metadata": { "editable": true }, @@ -1834,7 +1835,7 @@ }, { "cell_type": "markdown", - "id": "ebe1aaa1", + "id": "5ee89617", "metadata": { "editable": true }, @@ -1846,7 +1847,7 @@ }, { "cell_type": "markdown", - "id": "6827a56c", + "id": "de83691d", "metadata": { "editable": true }, @@ -1856,7 +1857,7 @@ }, { "cell_type": "markdown", - "id": "1b5aabc1", + "id": "74579267", "metadata": { "editable": true }, @@ -1868,7 +1869,7 @@ }, { "cell_type": "markdown", - "id": "fd4da9e7", + "id": "c0e678ce", "metadata": { "editable": true }, @@ -1878,7 +1879,7 @@ }, { "cell_type": "markdown", - "id": "3ba15e20", + "id": "2499b0f3", "metadata": { "editable": true }, @@ -1890,7 +1891,7 @@ }, { "cell_type": "markdown", - "id": "3c912a7b", + "id": "16e98eff", "metadata": { "editable": true }, @@ -1900,7 +1901,7 @@ }, { "cell_type": "markdown", - "id": "43cb230f", + "id": "9be47ff7", "metadata": { "editable": true }, @@ -1916,7 +1917,7 @@ }, { "cell_type": "markdown", - "id": "c723eb72", + "id": "4b95d638", "metadata": { "editable": true }, @@ -1927,7 +1928,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "52d1b1bf", + "id": "e17ef0cf", "metadata": { "collapsed": false, "editable": true @@ -1992,7 +1993,7 @@ }, { "cell_type": "markdown", - "id": "05905c84", + "id": "a06edf03", "metadata": { "editable": true }, @@ -2003,7 +2004,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "15883cc8", + "id": "b1683030", "metadata": { "collapsed": false, "editable": true @@ -2060,7 +2061,7 @@ }, { "cell_type": "markdown", - "id": "d01031bc", + "id": "76f9645e", "metadata": { "editable": true }, @@ -2098,7 +2099,7 @@ }, { "cell_type": "markdown", - "id": "3f1014f9", + "id": "5c31a534", "metadata": { "editable": true }, @@ -2109,7 +2110,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "0f7f0a2b", + "id": "55cc9c2b", "metadata": { "collapsed": false, "editable": true @@ -2191,7 +2192,7 @@ }, { "cell_type": "markdown", - "id": "5c0a1e98", + "id": "cd98e171", "metadata": { "editable": true }, @@ -2216,7 +2217,7 @@ }, { "cell_type": "markdown", - "id": "423a173e", + "id": "3d78fc14", "metadata": { "editable": true }, @@ -2244,7 +2245,7 @@ }, { "cell_type": "markdown", - "id": "531cc595", + "id": "5305ce70", "metadata": { "editable": true }, @@ -2257,7 +2258,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "9f463ef6", + "id": "5f27ae22", "metadata": { "collapsed": false, "editable": true @@ -2357,7 +2358,7 @@ }, { "cell_type": "markdown", - "id": "fb460894", + "id": "3c53a222", "metadata": { "editable": true }, @@ -2368,7 +2369,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "84f5480a", + "id": "279ce94a", "metadata": { "collapsed": false, "editable": true @@ -2457,7 +2458,7 @@ }, { "cell_type": "markdown", - "id": "2e9a67d4", + "id": "f1e3879e", "metadata": { "editable": true }, @@ -2467,7 +2468,7 @@ }, { "cell_type": "markdown", - "id": "a487a944", + "id": "20ef6ef7", "metadata": { "editable": true }, @@ -2480,7 +2481,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "82c29352", + "id": "6ab2b357", "metadata": { "collapsed": false, "editable": true @@ -2558,7 +2559,7 @@ }, { "cell_type": "markdown", - "id": "c76ccd85", + "id": "9e81fda6", "metadata": { "editable": true }, @@ -2568,7 +2569,7 @@ }, { "cell_type": "markdown", - "id": "3131e8d4", + "id": "03d51c97", "metadata": { "editable": true }, @@ -2597,7 +2598,7 @@ }, { "cell_type": "markdown", - "id": "0b408cd2", + "id": "2396407c", "metadata": { "editable": true }, @@ -2613,7 +2614,7 @@ }, { "cell_type": "markdown", - "id": "e127a896", + "id": "82fe42dd", "metadata": { "editable": true }, @@ -2632,7 +2633,7 @@ }, { "cell_type": "markdown", - "id": "d0096384", + "id": "783548ee", "metadata": { "editable": true }, @@ -2646,7 +2647,7 @@ }, { "cell_type": "markdown", - "id": "c01cf074", + "id": "c8d96d50", "metadata": { "editable": true }, @@ -2658,7 +2659,7 @@ }, { "cell_type": "markdown", - "id": "0e482bf6", + "id": "fbfe13b9", "metadata": { "editable": true }, @@ -2669,7 +2670,7 @@ }, { "cell_type": "markdown", - "id": "5fdd00a2", + "id": "539cfdb4", "metadata": { "editable": true }, @@ -2681,7 +2682,7 @@ }, { "cell_type": "markdown", - "id": "5c65ebd6", + "id": "39d0f44b", "metadata": { "editable": true }, @@ -2693,7 +2694,7 @@ }, { "cell_type": "markdown", - "id": "fab9aceb", + "id": "9e2c54ec", "metadata": { "editable": true }, @@ -2709,7 +2710,7 @@ }, { "cell_type": "markdown", - "id": "b5c38a6a", + "id": "31c30440", "metadata": { "editable": true }, @@ -2720,7 +2721,7 @@ }, { "cell_type": "markdown", - "id": "fb7b60e4", + "id": "49d47ccb", "metadata": { "editable": true }, @@ -2743,7 +2744,7 @@ }, { "cell_type": "markdown", - "id": "ab45dff9", + "id": "76d35c71", "metadata": { "editable": true }, @@ -2754,7 +2755,7 @@ }, { "cell_type": "markdown", - "id": "3714ed57", + "id": "ebe8e4ed", "metadata": { "editable": true }, @@ -2766,7 +2767,7 @@ }, { "cell_type": "markdown", - "id": "eb804be9", + "id": "c1bbcb19", "metadata": { "editable": true }, @@ -2778,7 +2779,7 @@ }, { "cell_type": "markdown", - "id": "b8127b07", + "id": "f328e259", "metadata": { "editable": true }, @@ -2792,7 +2793,7 @@ }, { "cell_type": "markdown", - "id": "8e5964fc", + "id": "c03ab625", "metadata": { "editable": true }, @@ -2823,7 +2824,7 @@ }, { "cell_type": "markdown", - "id": "53b8a320", + "id": "b8e6055a", "metadata": { "editable": true }, @@ -2845,7 +2846,7 @@ }, { "cell_type": "markdown", - "id": "42b13d5f", + "id": "0817faf1", "metadata": { "editable": true }, @@ -2857,7 +2858,7 @@ }, { "cell_type": "markdown", - "id": "e273408f", + "id": "651c7eb5", "metadata": { "editable": true }, @@ -2870,7 +2871,7 @@ }, { "cell_type": "markdown", - "id": "1dc4ad8b", + "id": "61df0bea", "metadata": { "editable": true }, @@ -2882,7 +2883,7 @@ }, { "cell_type": "markdown", - "id": "1a4b573f", + "id": "013b5610", "metadata": { "editable": true }, @@ -2894,7 +2895,7 @@ }, { "cell_type": "markdown", - "id": "59e15b92", + "id": "d6944738", "metadata": { "editable": true }, @@ -2906,7 +2907,7 @@ }, { "cell_type": "markdown", - "id": "6b9440f8", + "id": "72d180ae", "metadata": { "editable": true }, diff --git a/doc/src/week37/week37.do.txt b/doc/src/week37/week37.do.txt index d9913ab56..49d574eef 100644 --- a/doc/src/week37/week37.do.txt +++ b/doc/src/week37/week37.do.txt @@ -10,8 +10,8 @@ DATE: September 9, 2024 !bblock Material for the lecture on Monday September 9 -# * "Video of Lecture":"https://youtu.be/YOBBr_toYxc" -# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" + * "Video of Lecture":"https://youtu.be/omLmp_kkie0" + * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2024/NotesSeptember9.pdf" * Statistical interpretation of Ridge and Lasso regression, see also slides from last week * Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff (this may partly be discussed during the exercise sessions as well. * Readings and Videos: