diff --git a/doc/pub/week40/ipynb/week40.ipynb b/doc/pub/week40/ipynb/week40.ipynb index 285ec06ca..46d0e5a9e 100644 --- a/doc/pub/week40/ipynb/week40.ipynb +++ b/doc/pub/week40/ipynb/week40.ipynb @@ -3449,7 +3449,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -3463,7 +3463,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.7" + "version": "3.8.8" } }, "nbformat": 4, diff --git a/doc/pub/week44/html/._week44-bs001.html b/doc/pub/week44/html/._week44-bs001.html index 05e2d52ad..d1c401130 100644 --- a/doc/pub/week44/html/._week44-bs001.html +++ b/doc/pub/week44/html/._week44-bs001.html @@ -350,7 +350,7 @@ MathJax.Hub.Config({
  1. Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7. Chapter 9.2 of Hastie et al contains also a good discussion.
    2. -
  2. Clustering and PCA, see Geron's chapter 8 and Lecture notes
    3. +
  3. Clustering and PCA, see Geron's chapter 8 and Lecture notes. Bishop's chapter 9.1 is also a good read.
diff --git a/doc/pub/week44/html/week44-reveal.html b/doc/pub/week44/html/week44-reveal.html index f1682ab6e..c89325001 100644 --- a/doc/pub/week44/html/week44-reveal.html +++ b/doc/pub/week44/html/week44-reveal.html @@ -218,7 +218,7 @@ MathJax.Hub.Config({

  1. Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7. Chapter 9.2 of Hastie et al contains also a good discussion.
    2. -

  2. Clustering and PCA, see Geron's chapter 8 and Lecture notes
    3. +

  3. Clustering and PCA, see Geron's chapter 8 and Lecture notes. Bishop's chapter 9.1 is also a good read.
diff --git a/doc/pub/week44/html/week44-solarized.html b/doc/pub/week44/html/week44-solarized.html index 372f728d6..4e7257e19 100644 --- a/doc/pub/week44/html/week44-solarized.html +++ b/doc/pub/week44/html/week44-solarized.html @@ -310,7 +310,7 @@ MathJax.Hub.Config({

  1. Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7. Chapter 9.2 of Hastie et al contains also a good discussion.
    2. -
  2. Clustering and PCA, see Geron's chapter 8 and Lecture notes
    3. +
  3. Clustering and PCA, see Geron's chapter 8 and Lecture notes. Bishop's chapter 9.1 is also a good read.
diff --git a/doc/pub/week44/html/week44.html b/doc/pub/week44/html/week44.html index 1af0a17e0..824f03e21 100644 --- a/doc/pub/week44/html/week44.html +++ b/doc/pub/week44/html/week44.html @@ -387,7 +387,7 @@ MathJax.Hub.Config({

  1. Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from STK-IN4300, lecture 7. Chapter 9.2 of Hastie et al contains also a good discussion.
    2. -
  2. Clustering and PCA, see Geron's chapter 8 and Lecture notes
    3. +
  3. Clustering and PCA, see Geron's chapter 8 and Lecture notes. Bishop's chapter 9.1 is also a good read.
diff --git a/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz b/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz index 00723e363..c160927fd 100644 Binary files a/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz and b/doc/pub/week44/ipynb/ipynb-week44-src.tar.gz differ diff --git a/doc/pub/week44/ipynb/week44.ipynb b/doc/pub/week44/ipynb/week44.ipynb index 8aeda0d16..f494fd9a8 100644 --- a/doc/pub/week44/ipynb/week44.ipynb +++ b/doc/pub/week44/ipynb/week44.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "19d12c31", + "id": "7a376e32", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "6075cd2c", + "id": "92381691", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "9299817b", + "id": "681edb2d", "metadata": { "editable": true }, @@ -52,12 +52,12 @@ "\n", "1. Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from [STK-IN4300, lecture 7](https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf). Chapter 9.2 of Hastie et al contains also a good discussion.\n", "\n", - "2. Clustering and PCA, see Geron's chapter 8 and [Lecture notes](https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/chapter8.html)" + "2. Clustering and PCA, see Geron's chapter 8 and [Lecture notes](https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/chapter8.html). Bishop's chapter 9.1 is also a good read." ] }, { "cell_type": "markdown", - "id": "3e55fc44", + "id": "a17deeb0", "metadata": { "editable": true }, @@ -75,7 +75,7 @@ }, { "cell_type": "markdown", - "id": "fba8b629", + "id": "63ebbff4", "metadata": { "editable": true }, @@ -89,7 +89,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "07b52439", + "id": "a985145a", "metadata": { "collapsed": false, "editable": true @@ -205,7 +205,7 @@ }, { "cell_type": "markdown", - "id": "0cb13b9d", + "id": "943d73f8", "metadata": { "editable": true }, @@ -218,7 +218,7 @@ }, { "cell_type": "markdown", - "id": "34f48f2b", + "id": "0808d619", "metadata": { "editable": true }, @@ -252,7 +252,7 @@ }, { "cell_type": "markdown", - "id": "ab7ea7a3", + "id": "da95561a", "metadata": { "editable": true }, @@ -272,7 +272,7 @@ }, { "cell_type": "markdown", - "id": "64e7b217", + "id": "3da02125", "metadata": { "editable": true }, @@ -288,7 +288,7 @@ }, { "cell_type": "markdown", - "id": "ffc622bd", + "id": "c2e6d46b", "metadata": { "editable": true }, @@ -301,7 +301,7 @@ }, { "cell_type": "markdown", - "id": "66042bd6", + "id": "d74380f9", "metadata": { "editable": true }, @@ -313,7 +313,7 @@ }, { "cell_type": "markdown", - "id": "6587dbcb", + "id": "ac087e46", "metadata": { "editable": true }, @@ -335,7 +335,7 @@ }, { "cell_type": "markdown", - "id": "453c682b", + "id": "33fa0273", "metadata": { "editable": true }, @@ -347,7 +347,7 @@ }, { "cell_type": "markdown", - "id": "c32c8b64", + "id": "9551892a", "metadata": { "editable": true }, @@ -364,7 +364,7 @@ }, { "cell_type": "markdown", - "id": "f6315fee", + "id": "f38df703", "metadata": { "editable": true }, @@ -375,7 +375,7 @@ }, { "cell_type": "markdown", - "id": "90c36fbd", + "id": "d40581e2", "metadata": { "editable": true }, @@ -393,7 +393,7 @@ }, { "cell_type": "markdown", - "id": "92839267", + "id": "960cb01c", "metadata": { "editable": true }, @@ -407,7 +407,7 @@ }, { "cell_type": "markdown", - "id": "282fcd48", + "id": "79f48939", "metadata": { "editable": true }, @@ -426,7 +426,7 @@ }, { "cell_type": "markdown", - "id": "7c3aebec", + "id": "d4bdd9c7", "metadata": { "editable": true }, @@ -443,7 +443,7 @@ }, { "cell_type": "markdown", - "id": "eb4ae030", + "id": "4f59c82e", "metadata": { "editable": true }, @@ -455,7 +455,7 @@ }, { "cell_type": "markdown", - "id": "cdfb7df0", + "id": "14fe9167", "metadata": { "editable": true }, @@ -476,7 +476,7 @@ }, { "cell_type": "markdown", - "id": "f71a8631", + "id": "7df314a8", "metadata": { "editable": true }, @@ -490,7 +490,7 @@ }, { "cell_type": "markdown", - "id": "27ab9c9f", + "id": "386fd216", "metadata": { "editable": true }, @@ -501,7 +501,7 @@ }, { "cell_type": "markdown", - "id": "4005093f", + "id": "f2a74942", "metadata": { "editable": true }, @@ -518,7 +518,7 @@ }, { "cell_type": "markdown", - "id": "2a01add6", + "id": "b937caa9", "metadata": { "editable": true }, @@ -528,7 +528,7 @@ }, { "cell_type": "markdown", - "id": "0ccb82ad", + "id": "16bf424f", "metadata": { "editable": true }, @@ -546,7 +546,7 @@ }, { "cell_type": "markdown", - "id": "6ff30c97", + "id": "eb05afa1", "metadata": { "editable": true }, @@ -566,7 +566,7 @@ }, { "cell_type": "markdown", - "id": "0ee402e9", + "id": "64298cab", "metadata": { "editable": true }, @@ -586,7 +586,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "c1e946bf", + "id": "4e16e24c", "metadata": { "collapsed": false, "editable": true @@ -606,7 +606,7 @@ }, { "cell_type": "markdown", - "id": "4b2f1fb0", + "id": "1c5e8234", "metadata": { "editable": true }, @@ -618,7 +618,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "70963327", + "id": "46246de4", "metadata": { "collapsed": false, "editable": true @@ -678,7 +678,7 @@ }, { "cell_type": "markdown", - "id": "23a1347f", + "id": "dd2bf668", "metadata": { "editable": true }, @@ -692,7 +692,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "2d1bc28a", + "id": "d31e26f5", "metadata": { "collapsed": false, "editable": true @@ -737,7 +737,7 @@ }, { "cell_type": "markdown", - "id": "d66580ed", + "id": "46016886", "metadata": { "editable": true }, @@ -748,7 +748,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "116cfb95", + "id": "75268529", "metadata": { "collapsed": false, "editable": true @@ -772,7 +772,7 @@ }, { "cell_type": "markdown", - "id": "ac5de24a", + "id": "6ca44fd9", "metadata": { "editable": true }, @@ -791,7 +791,7 @@ }, { "cell_type": "markdown", - "id": "9db820ca", + "id": "9af52232", "metadata": { "editable": true }, @@ -802,7 +802,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "688a64de", + "id": "cd3ed876", "metadata": { "collapsed": false, "editable": true @@ -858,7 +858,7 @@ }, { "cell_type": "markdown", - "id": "c671bf91", + "id": "6390393d", "metadata": { "editable": true }, @@ -871,7 +871,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "544e2cf8", + "id": "1daf1d65", "metadata": { "collapsed": false, "editable": true @@ -896,7 +896,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "87d8ed8d", + "id": "763eac23", "metadata": { "collapsed": false, "editable": true @@ -975,7 +975,7 @@ }, { "cell_type": "markdown", - "id": "d57ceb31", + "id": "dda3478d", "metadata": { "editable": true }, @@ -1006,7 +1006,7 @@ }, { "cell_type": "markdown", - "id": "8ebe69ff", + "id": "9156957e", "metadata": { "editable": true }, @@ -1026,7 +1026,7 @@ }, { "cell_type": "markdown", - "id": "916c4a12", + "id": "7e2bfa54", "metadata": { "editable": true }, @@ -1038,7 +1038,7 @@ }, { "cell_type": "markdown", - "id": "648db4a4", + "id": "083306a1", "metadata": { "editable": true }, @@ -1050,7 +1050,7 @@ }, { "cell_type": "markdown", - "id": "a97b3761", + "id": "6bc0f290", "metadata": { "editable": true }, @@ -1068,7 +1068,7 @@ }, { "cell_type": "markdown", - "id": "c431ae5a", + "id": "a90354f0", "metadata": { "editable": true }, @@ -1091,7 +1091,7 @@ }, { "cell_type": "markdown", - "id": "04e7a1d2", + "id": "17f4991a", "metadata": { "editable": true }, @@ -1114,7 +1114,7 @@ }, { "cell_type": "markdown", - "id": "5a15d7f0", + "id": "c22991c5", "metadata": { "editable": true }, @@ -1125,7 +1125,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "e4852687", + "id": "83abab87", "metadata": { "collapsed": false, "editable": true @@ -1224,7 +1224,7 @@ }, { "cell_type": "markdown", - "id": "1d0f3998", + "id": "74897946", "metadata": { "editable": true }, @@ -1246,7 +1246,7 @@ }, { "cell_type": "markdown", - "id": "bf91cdbf", + "id": "6a18fb3b", "metadata": { "editable": true }, @@ -1258,7 +1258,7 @@ }, { "cell_type": "markdown", - "id": "66945981", + "id": "7242a810", "metadata": { "editable": true }, @@ -1269,7 +1269,7 @@ }, { "cell_type": "markdown", - "id": "6c86adca", + "id": "1ba9b025", "metadata": { "editable": true }, @@ -1291,7 +1291,7 @@ }, { "cell_type": "markdown", - "id": "42704ae1", + "id": "cb9884ab", "metadata": { "editable": true }, @@ -1304,7 +1304,7 @@ }, { "cell_type": "markdown", - "id": "599d4583", + "id": "b24453fb", "metadata": { "editable": true }, @@ -1316,7 +1316,7 @@ }, { "cell_type": "markdown", - "id": "68bc1579", + "id": "62bc8a5b", "metadata": { "editable": true }, @@ -1326,7 +1326,7 @@ }, { "cell_type": "markdown", - "id": "effaa02c", + "id": "8dc4ac4f", "metadata": { "editable": true }, @@ -1338,7 +1338,7 @@ }, { "cell_type": "markdown", - "id": "7bca8dae", + "id": "24eb3ea9", "metadata": { "editable": true }, @@ -1348,7 +1348,7 @@ }, { "cell_type": "markdown", - "id": "98f4abf6", + "id": "17e61e05", "metadata": { "editable": true }, @@ -1360,7 +1360,7 @@ }, { "cell_type": "markdown", - "id": "174b8301", + "id": "668ce795", "metadata": { "editable": true }, @@ -1393,7 +1393,7 @@ }, { "cell_type": "markdown", - "id": "c27868e7", + "id": "a9d928b4", "metadata": { "editable": true }, @@ -1417,7 +1417,7 @@ }, { "cell_type": "markdown", - "id": "4e186613", + "id": "8d90c2e6", "metadata": { "editable": true }, @@ -1429,7 +1429,7 @@ }, { "cell_type": "markdown", - "id": "de14f377", + "id": "cc06af15", "metadata": { "editable": true }, @@ -1441,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "d58b7844", + "id": "112a1059", "metadata": { "editable": true }, @@ -1469,7 +1469,7 @@ }, { "cell_type": "markdown", - "id": "a80689ac", + "id": "ffb32e40", "metadata": { "editable": true }, @@ -1495,7 +1495,7 @@ }, { "cell_type": "markdown", - "id": "9fb59f50", + "id": "f2465e94", "metadata": { "editable": true }, @@ -1518,7 +1518,7 @@ }, { "cell_type": "markdown", - "id": "70a6d2dd", + "id": "3c21f125", "metadata": { "editable": true }, @@ -1545,7 +1545,7 @@ }, { "cell_type": "markdown", - "id": "6e119b7b", + "id": "2ae888b1", "metadata": { "editable": true }, @@ -1564,7 +1564,7 @@ }, { "cell_type": "markdown", - "id": "77097ddd", + "id": "9fd7b086", "metadata": { "editable": true }, @@ -1576,7 +1576,7 @@ }, { "cell_type": "markdown", - "id": "4cae3dd5", + "id": "97c64035", "metadata": { "editable": true }, @@ -1589,7 +1589,7 @@ }, { "cell_type": "markdown", - "id": "a5e98629", + "id": "090e1d61", "metadata": { "editable": true }, @@ -1601,7 +1601,7 @@ }, { "cell_type": "markdown", - "id": "aa3ef810", + "id": "3ff832f6", "metadata": { "editable": true }, @@ -1611,7 +1611,7 @@ }, { "cell_type": "markdown", - "id": "c76b96a3", + "id": "990022cf", "metadata": { "editable": true }, @@ -1623,7 +1623,7 @@ }, { "cell_type": "markdown", - "id": "4cefe57a", + "id": "3d4623fd", "metadata": { "editable": true }, @@ -1633,7 +1633,7 @@ }, { "cell_type": "markdown", - "id": "c9edea92", + "id": "24757786", "metadata": { "editable": true }, @@ -1645,7 +1645,7 @@ }, { "cell_type": "markdown", - "id": "bd1fb3be", + "id": "4e7287cb", "metadata": { "editable": true }, @@ -1656,7 +1656,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "5f6ba93c", + "id": "88365c56", "metadata": { "collapsed": false, "editable": true @@ -1700,7 +1700,7 @@ }, { "cell_type": "markdown", - "id": "7e1e2506", + "id": "33dd69f6", "metadata": { "editable": true }, @@ -1711,7 +1711,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "02b022b3", + "id": "7249a856", "metadata": { "collapsed": false, "editable": true @@ -1746,7 +1746,7 @@ }, { "cell_type": "markdown", - "id": "61e7bc10", + "id": "e0abe1c7", "metadata": { "editable": true }, @@ -1759,7 +1759,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "7c2b89d8", + "id": "cc359cc5", "metadata": { "collapsed": false, "editable": true @@ -1777,7 +1777,7 @@ }, { "cell_type": "markdown", - "id": "119e6f80", + "id": "a44bc504", "metadata": { "editable": true }, @@ -1791,7 +1791,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "6ee8bc68", + "id": "62e9c15a", "metadata": { "collapsed": false, "editable": true @@ -1810,7 +1810,7 @@ }, { "cell_type": "markdown", - "id": "a4b84e02", + "id": "8ce93ced", "metadata": { "editable": true }, @@ -1830,7 +1830,7 @@ }, { "cell_type": "markdown", - "id": "4f60ad2d", + "id": "b6c82254", "metadata": { "editable": true }, @@ -1847,7 +1847,7 @@ }, { "cell_type": "markdown", - "id": "24b47ddc", + "id": "3e4d177d", "metadata": { "editable": true }, @@ -1859,7 +1859,7 @@ }, { "cell_type": "markdown", - "id": "39464769", + "id": "e5336f8c", "metadata": { "editable": true }, @@ -1876,7 +1876,7 @@ }, { "cell_type": "markdown", - "id": "a3b5165f", + "id": "03ca4b8e", "metadata": { "editable": true }, @@ -1889,7 +1889,7 @@ }, { "cell_type": "markdown", - "id": "646423be", + "id": "6d33c039", "metadata": { "editable": true }, @@ -1901,7 +1901,7 @@ }, { "cell_type": "markdown", - "id": "869ddef0", + "id": "c6c3616a", "metadata": { "editable": true }, @@ -1911,7 +1911,7 @@ }, { "cell_type": "markdown", - "id": "848e0256", + "id": "a2e8af11", "metadata": { "editable": true }, @@ -1923,7 +1923,7 @@ }, { "cell_type": "markdown", - "id": "96cb2375", + "id": "86d2d49e", "metadata": { "editable": true }, @@ -1933,7 +1933,7 @@ }, { "cell_type": "markdown", - "id": "a92647bd", + "id": "e49d9197", "metadata": { "editable": true }, @@ -1945,7 +1945,7 @@ }, { "cell_type": "markdown", - "id": "95cc9640", + "id": "9378a65a", "metadata": { "editable": true }, @@ -1958,7 +1958,7 @@ }, { "cell_type": "markdown", - "id": "6cbf86f3", + "id": "3f00b965", "metadata": { "editable": true }, @@ -2002,7 +2002,7 @@ }, { "cell_type": "markdown", - "id": "bcce00cd", + "id": "a5566bfb", "metadata": { "editable": true }, @@ -2013,7 +2013,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "d84c1ee7", + "id": "1c389df8", "metadata": { "collapsed": false, "editable": true @@ -2091,7 +2091,7 @@ }, { "cell_type": "markdown", - "id": "a7a06011", + "id": "ab939a5d", "metadata": { "editable": true }, @@ -2109,7 +2109,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "67e927ae", + "id": "59921d80", "metadata": { "collapsed": false, "editable": true @@ -2180,7 +2180,7 @@ }, { "cell_type": "markdown", - "id": "976d8395", + "id": "c6ad883e", "metadata": { "editable": true }, @@ -2219,7 +2219,7 @@ }, { "cell_type": "markdown", - "id": "3341e072", + "id": "a7174bbd", "metadata": { "editable": true }, @@ -2230,7 +2230,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "87cdf290", + "id": "9599792d", "metadata": { "collapsed": false, "editable": true @@ -2282,7 +2282,7 @@ }, { "cell_type": "markdown", - "id": "f4f316b5", + "id": "c00f0315", "metadata": { "editable": true }, @@ -2293,7 +2293,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "a78508fe", + "id": "86aaa97e", "metadata": { "collapsed": false, "editable": true @@ -2368,7 +2368,7 @@ }, { "cell_type": "markdown", - "id": "97bddaf3", + "id": "8f3514ec", "metadata": { "editable": true }, @@ -2379,7 +2379,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "82dc3b25", + "id": "5bbb8478", "metadata": { "collapsed": false, "editable": true @@ -2410,7 +2410,7 @@ }, { "cell_type": "markdown", - "id": "5c4228ee", + "id": "4ecb54ea", "metadata": { "editable": true }, @@ -2421,7 +2421,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "6483268f", + "id": "cbb4f044", "metadata": { "collapsed": false, "editable": true @@ -2439,7 +2439,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "7e06c5d3", + "id": "555d5a46", "metadata": { "collapsed": false, "editable": true @@ -2454,7 +2454,7 @@ }, { "cell_type": "markdown", - "id": "7a690ce3", + "id": "86a612b0", "metadata": { "editable": true }, @@ -2465,7 +2465,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "e24a9b28", + "id": "99eac6ff", "metadata": { "collapsed": false, "editable": true @@ -2515,7 +2515,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "4612091c", + "id": "c7c8bcef", "metadata": { "collapsed": false, "editable": true @@ -2554,7 +2554,7 @@ }, { "cell_type": "markdown", - "id": "0419ea20", + "id": "1c8da509", "metadata": { "editable": true }, @@ -2578,7 +2578,7 @@ }, { "cell_type": "markdown", - "id": "08b2b371", + "id": "83343b1d", "metadata": { "editable": true }, @@ -2606,7 +2606,7 @@ }, { "cell_type": "markdown", - "id": "d38b474b", + "id": "9215fea9", "metadata": { "editable": true }, @@ -2637,7 +2637,7 @@ }, { "cell_type": "markdown", - "id": "c1f8f3be", + "id": "42ea4481", "metadata": { "editable": true }, @@ -2653,7 +2653,7 @@ }, { "cell_type": "markdown", - "id": "19816c2f", + "id": "755ba7d5", "metadata": { "editable": true }, @@ -2675,7 +2675,7 @@ }, { "cell_type": "markdown", - "id": "d04e32ab", + "id": "5c830963", "metadata": { "editable": true }, @@ -2707,7 +2707,7 @@ }, { "cell_type": "markdown", - "id": "abc9e5c3", + "id": "f71a5e47", "metadata": { "editable": true }, @@ -2718,7 +2718,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "7dcbb954", + "id": "75ddd94b", "metadata": { "collapsed": false, "editable": true @@ -2742,7 +2742,7 @@ }, { "cell_type": "markdown", - "id": "739626ee", + "id": "d06f6a72", "metadata": { "editable": true }, @@ -2753,7 +2753,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "8a00e190", + "id": "c9d3a668", "metadata": { "collapsed": false, "editable": true @@ -2807,7 +2807,7 @@ }, { "cell_type": "markdown", - "id": "6682e310", + "id": "8cf94cb2", "metadata": { "editable": true }, @@ -2818,7 +2818,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "ad38c64e", + "id": "1809b229", "metadata": { "collapsed": false, "editable": true @@ -2848,7 +2848,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "11fbf3f1", + "id": "7f5e214a", "metadata": { "collapsed": false, "editable": true @@ -2866,7 +2866,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "e737d148", + "id": "95fedf11", "metadata": { "collapsed": false, "editable": true @@ -2886,7 +2886,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "66ce9dce", + "id": "130babf8", "metadata": { "collapsed": false, "editable": true @@ -2903,7 +2903,7 @@ }, { "cell_type": "markdown", - "id": "48037643", + "id": "d68b7f11", "metadata": { "editable": true }, @@ -2914,7 +2914,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "239a09a1", + "id": "b878ae27", "metadata": { "collapsed": false, "editable": true @@ -2934,7 +2934,7 @@ { "cell_type": "code", "execution_count": 30, - "id": "e146ce02", + "id": "e3c16470", "metadata": { "collapsed": false, "editable": true @@ -2948,7 +2948,7 @@ { "cell_type": "code", "execution_count": 31, - "id": "260066c7", + "id": "87aac131", "metadata": { "collapsed": false, "editable": true @@ -2964,7 +2964,7 @@ { "cell_type": "code", "execution_count": 32, - "id": "0a81f1b0", + "id": "6d9bc320", "metadata": { "collapsed": false, "editable": true @@ -3002,7 +3002,7 @@ }, { "cell_type": "markdown", - "id": "97efcdc9", + "id": "abdc745b", "metadata": { "editable": true }, @@ -3016,7 +3016,7 @@ { "cell_type": "code", "execution_count": 33, - "id": "9c2a48b5", + "id": "b010bbb5", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week44/week44.do.txt b/doc/src/week44/week44.do.txt index ee1c95611..1401efb72 100644 --- a/doc/src/week44/week44.do.txt +++ b/doc/src/week44/week44.do.txt @@ -17,7 +17,7 @@ o "Video on Clustering":"https://www.youtube.com/watch?v=esmzYhuFnds&ab_channel= !bblock Reading o Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from "STK-IN4300, lecture 7":"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf". Chapter 9.2 of Hastie et al contains also a good discussion. -o Clustering and PCA, see Geron's chapter 8 and "Lecture notes":"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/chapter8.html" +o Clustering and PCA, see Geron's chapter 8 and "Lecture notes":"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/chapter8.html". Bishop's chapter 9.1 is also a good read. !eblock !split