diff --git a/doc/pub/week46/html/._week46-bs001.html b/doc/pub/week46/html/._week46-bs001.html index 9208ae9ac..7a4d469aa 100644 --- a/doc/pub/week46/html/._week46-bs001.html +++ b/doc/pub/week46/html/._week46-bs001.html @@ -324,9 +324,9 @@ MathJax.Hub.Config({
- +
    +
  1. Work on and discussions of project 3
    2. +
@@ -334,17 +334,17 @@ MathJax.Hub.Config({
- +
  • Video on Decision trees at https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn
    • +
  • Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf.
    • + +
    diff --git a/doc/pub/week46/html/week46-reveal.html b/doc/pub/week46/html/week46-reveal.html index 92b240c4c..5fc69b8fd 100644 --- a/doc/pub/week46/html/week46-reveal.html +++ b/doc/pub/week46/html/week46-reveal.html @@ -198,34 +198,29 @@ MathJax.Hub.Config({

    Plan for week 46

    -Active learning sessions on Tuesday and Wednesday +Lab sessions on Tuesday and Wednesday

    -

    +
      +

    1. Work on and discussions of project 3
      2. +
    Material for the lecture on Monday November 11, 2024

    -

    +
    diff --git a/doc/pub/week46/html/week46-solarized.html b/doc/pub/week46/html/week46-solarized.html index 0d7646d65..1371c68d9 100644 --- a/doc/pub/week46/html/week46-solarized.html +++ b/doc/pub/week46/html/week46-solarized.html @@ -284,28 +284,28 @@ MathJax.Hub.Config({

    Plan for week 46

    -Active learning sessions on Tuesday and Wednesday +Lab sessions on Tuesday and Wednesday

    -

    +
      +
    1. Work on and discussions of project 3
      2. +
    Material for the lecture on Monday November 11, 2024

    -

    +
  • Video on Decision trees at https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn
    • +
  • Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf.
    • + +
    diff --git a/doc/pub/week46/html/week46.html b/doc/pub/week46/html/week46.html index d52b55066..841797139 100644 --- a/doc/pub/week46/html/week46.html +++ b/doc/pub/week46/html/week46.html @@ -361,28 +361,28 @@ MathJax.Hub.Config({

    Plan for week 46

    -Active learning sessions on Tuesday and Wednesday +Lab sessions on Tuesday and Wednesday

    -

    +
      +
    1. Work on and discussions of project 3
      2. +
    Material for the lecture on Monday November 11, 2024

    -

    +
  • Video on Decision trees at https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn
    • +
  • Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf.
    • + +
    diff --git a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz index f0838cdbe..b2a25e01c 100644 Binary files a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz and b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz differ diff --git a/doc/pub/week46/ipynb/week46.ipynb b/doc/pub/week46/ipynb/week46.ipynb index 998d3167c..4d3bdda55 100644 --- a/doc/pub/week46/ipynb/week46.ipynb +++ b/doc/pub/week46/ipynb/week46.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a375f1e2", + "id": "89962e19", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "86cf5971", + "id": "d57437f4", "metadata": { "editable": true }, @@ -27,34 +27,34 @@ }, { "cell_type": "markdown", - "id": "f61af5ba", + "id": "5ac26b2f", "metadata": { "editable": true }, "source": [ "## Plan for week 46\n", "\n", - "**Active learning sessions on Tuesday and Wednesday.**\n", + "**Lab sessions on Tuesday and Wednesday.**\n", "\n", - " * Work and Discussion of project 3\n", + "1. Work on and discussions of project 3\n", "\n", "**Material for the lecture on Monday November 11, 2024.**\n", "\n", - " * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models \n", + "Basics of decision trees, classification and regression algorithms and ensemble models \n", + "1. Readings and Videos:\n", "\n", - " * Readings and Videos:\n", - "\n", + "a. Lecture notes at \n", "\n", "\n", "\n", - " * [Video on Decision trees](https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn)\n", + "b. Video on Decision trees at \n", "\n", - " * Decision Trees: Rashcka et al chapter 6, 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)." + "c. Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at ." ] }, { "cell_type": "markdown", - "id": "bf30930b", + "id": "8c66c7f3", "metadata": { "editable": true }, @@ -85,7 +85,7 @@ }, { "cell_type": "markdown", - "id": "96e07feb", + "id": "56d00ea9", "metadata": { "editable": true }, @@ -105,7 +105,7 @@ }, { "cell_type": "markdown", - "id": "2efc3477", + "id": "bb8ee58b", "metadata": { "editable": true }, @@ -123,7 +123,7 @@ }, { "cell_type": "markdown", - "id": "07126b1c", + "id": "fa55f231", "metadata": { "editable": true }, @@ -146,7 +146,7 @@ }, { "cell_type": "markdown", - "id": "262ab4b7", + "id": "d7eb2eba", "metadata": { "editable": true }, @@ -169,7 +169,7 @@ }, { "cell_type": "markdown", - "id": "9ab8e4b3", + "id": "b87f6367", "metadata": { "editable": true }, @@ -180,7 +180,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "4f58496d", + "id": "a74fdf82", "metadata": { "collapsed": false, "editable": true @@ -281,7 +281,7 @@ }, { "cell_type": "markdown", - "id": "7604d473", + "id": "8d0e6ee5", "metadata": { "editable": true }, @@ -303,7 +303,7 @@ }, { "cell_type": "markdown", - "id": "cdfbd717", + "id": "f5c1c351", "metadata": { "editable": true }, @@ -315,7 +315,7 @@ }, { "cell_type": "markdown", - "id": "50b342f4", + "id": "810a4087", "metadata": { "editable": true }, @@ -326,7 +326,7 @@ }, { "cell_type": "markdown", - "id": "7bbd8a4f", + "id": "5629755a", "metadata": { "editable": true }, @@ -348,7 +348,7 @@ }, { "cell_type": "markdown", - "id": "358538e6", + "id": "8f3102c6", "metadata": { "editable": true }, @@ -361,7 +361,7 @@ }, { "cell_type": "markdown", - "id": "832bbd79", + "id": "f6e4959c", "metadata": { "editable": true }, @@ -373,7 +373,7 @@ }, { "cell_type": "markdown", - "id": "946d7953", + "id": "46f332ab", "metadata": { "editable": true }, @@ -383,7 +383,7 @@ }, { "cell_type": "markdown", - "id": "cc619eec", + "id": "a4f43761", "metadata": { "editable": true }, @@ -395,7 +395,7 @@ }, { "cell_type": "markdown", - "id": "996d4d39", + "id": "58b2f5b5", "metadata": { "editable": true }, @@ -405,7 +405,7 @@ }, { "cell_type": "markdown", - "id": "3e68635a", + "id": "97388edc", "metadata": { "editable": true }, @@ -417,7 +417,7 @@ }, { "cell_type": "markdown", - "id": "b6ef975d", + "id": "e2ed2edb", "metadata": { "editable": true }, @@ -450,7 +450,7 @@ }, { "cell_type": "markdown", - "id": "37adfb13", + "id": "433e9a7c", "metadata": { "editable": true }, @@ -474,7 +474,7 @@ }, { "cell_type": "markdown", - "id": "20f128fd", + "id": "bf126778", "metadata": { "editable": true }, @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "b39591ac", + "id": "bd0b65f1", "metadata": { "editable": true }, @@ -498,7 +498,7 @@ }, { "cell_type": "markdown", - "id": "810b2256", + "id": "3cb61a07", "metadata": { "editable": true }, @@ -526,7 +526,7 @@ }, { "cell_type": "markdown", - "id": "ae003c51", + "id": "73748b5a", "metadata": { "editable": true }, @@ -552,7 +552,7 @@ }, { "cell_type": "markdown", - "id": "4a6ea76b", + "id": "6b1da6d3", "metadata": { "editable": true }, @@ -575,7 +575,7 @@ }, { "cell_type": "markdown", - "id": "e6c2c5c4", + "id": "02b48bdf", "metadata": { "editable": true }, @@ -602,7 +602,7 @@ }, { "cell_type": "markdown", - "id": "22eb02a6", + "id": "7d679c00", "metadata": { "editable": true }, @@ -621,7 +621,7 @@ }, { "cell_type": "markdown", - "id": "b9753e5c", + "id": "04bae309", "metadata": { "editable": true }, @@ -633,7 +633,7 @@ }, { "cell_type": "markdown", - "id": "f3d9db35", + "id": "2b060012", "metadata": { "editable": true }, @@ -646,7 +646,7 @@ }, { "cell_type": "markdown", - "id": "b1224fd6", + "id": "f56fef9d", "metadata": { "editable": true }, @@ -658,7 +658,7 @@ }, { "cell_type": "markdown", - "id": "5b9359d2", + "id": "c1fac4cf", "metadata": { "editable": true }, @@ -668,7 +668,7 @@ }, { "cell_type": "markdown", - "id": "b0e06306", + "id": "c832a60f", "metadata": { "editable": true }, @@ -680,7 +680,7 @@ }, { "cell_type": "markdown", - "id": "5b733106", + "id": "90832db4", "metadata": { "editable": true }, @@ -690,7 +690,7 @@ }, { "cell_type": "markdown", - "id": "12edeeaa", + "id": "0215b6b4", "metadata": { "editable": true }, @@ -702,7 +702,7 @@ }, { "cell_type": "markdown", - "id": "c9ae403c", + "id": "8591f16d", "metadata": { "editable": true }, @@ -713,7 +713,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "5ff554e7", + "id": "113d51d1", "metadata": { "collapsed": false, "editable": true @@ -757,7 +757,7 @@ }, { "cell_type": "markdown", - "id": "ad905115", + "id": "cc99e81f", "metadata": { "editable": true }, @@ -768,7 +768,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "bf671c0e", + "id": "f4f56adb", "metadata": { "collapsed": false, "editable": true @@ -803,7 +803,7 @@ }, { "cell_type": "markdown", - "id": "8b8a16a8", + "id": "bf0845ba", "metadata": { "editable": true }, @@ -816,7 +816,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "443539c5", + "id": "f7344f0e", "metadata": { "collapsed": false, "editable": true @@ -834,7 +834,7 @@ }, { "cell_type": "markdown", - "id": "4c4f83b9", + "id": "1fb6fd52", "metadata": { "editable": true }, @@ -848,7 +848,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "8a13d563", + "id": "d0d96130", "metadata": { "collapsed": false, "editable": true @@ -867,7 +867,7 @@ }, { "cell_type": "markdown", - "id": "28b547da", + "id": "6574f042", "metadata": { "editable": true }, @@ -887,7 +887,7 @@ }, { "cell_type": "markdown", - "id": "b136db38", + "id": "f8ec4915", "metadata": { "editable": true }, @@ -904,7 +904,7 @@ }, { "cell_type": "markdown", - "id": "97af7b37", + "id": "eff9d046", "metadata": { "editable": true }, @@ -916,7 +916,7 @@ }, { "cell_type": "markdown", - "id": "760a9ac7", + "id": "2ec161df", "metadata": { "editable": true }, @@ -933,7 +933,7 @@ }, { "cell_type": "markdown", - "id": "8dd1ff28", + "id": "6284da65", "metadata": { "editable": true }, @@ -946,7 +946,7 @@ }, { "cell_type": "markdown", - "id": "7e343587", + "id": "af4b8a85", "metadata": { "editable": true }, @@ -958,7 +958,7 @@ }, { "cell_type": "markdown", - "id": "f9ed3ca3", + "id": "75de258a", "metadata": { "editable": true }, @@ -968,7 +968,7 @@ }, { "cell_type": "markdown", - "id": "4688bb9a", + "id": "6b537a97", "metadata": { "editable": true }, @@ -980,7 +980,7 @@ }, { "cell_type": "markdown", - "id": "b566b05d", + "id": "7778645a", "metadata": { "editable": true }, @@ -990,7 +990,7 @@ }, { "cell_type": "markdown", - "id": "c4ddec29", + "id": "80609ac3", "metadata": { "editable": true }, @@ -1002,7 +1002,7 @@ }, { "cell_type": "markdown", - "id": "57b53c86", + "id": "4dfdfc42", "metadata": { "editable": true }, @@ -1015,7 +1015,7 @@ }, { "cell_type": "markdown", - "id": "f3da541f", + "id": "f109fa64", "metadata": { "editable": true }, @@ -1030,7 +1030,7 @@ }, { "cell_type": "markdown", - "id": "1817ab5e", + "id": "4d922699", "metadata": { "editable": true }, @@ -1056,7 +1056,7 @@ }, { "cell_type": "markdown", - "id": "c1dcb5bf", + "id": "5b3caaf3", "metadata": { "editable": true }, @@ -1084,7 +1084,7 @@ }, { "cell_type": "markdown", - "id": "cfe3e7ed", + "id": "95856cd8", "metadata": { "editable": true }, @@ -1101,7 +1101,7 @@ }, { "cell_type": "markdown", - "id": "a000e0b3", + "id": "177279e1", "metadata": { "editable": true }, @@ -1115,7 +1115,7 @@ }, { "cell_type": "markdown", - "id": "d4dc62ae", + "id": "44c2ba1c", "metadata": { "editable": true }, @@ -1131,7 +1131,7 @@ }, { "cell_type": "markdown", - "id": "1268e77d", + "id": "82a317dc", "metadata": { "editable": true }, @@ -1142,7 +1142,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "b1ae2122", + "id": "e55268fa", "metadata": { "collapsed": false, "editable": true @@ -1213,7 +1213,7 @@ }, { "cell_type": "markdown", - "id": "7eea40c6", + "id": "47a5e24c", "metadata": { "editable": true }, @@ -1257,7 +1257,7 @@ }, { "cell_type": "markdown", - "id": "dadd2536", + "id": "434a4333", "metadata": { "editable": true }, @@ -1268,7 +1268,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "6a1ee79a", + "id": "894efbe3", "metadata": { "collapsed": false, "editable": true @@ -1346,7 +1346,7 @@ }, { "cell_type": "markdown", - "id": "0036ebe8", + "id": "ce70cb1f", "metadata": { "editable": true }, @@ -1364,7 +1364,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "a42df9eb", + "id": "57fd167f", "metadata": { "collapsed": false, "editable": true @@ -1435,7 +1435,7 @@ }, { "cell_type": "markdown", - "id": "60a85569", + "id": "15373d99", "metadata": { "editable": true }, @@ -1446,7 +1446,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "a97bb169", + "id": "41a7e5f3", "metadata": { "collapsed": false, "editable": true @@ -1464,7 +1464,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "faebc94a", + "id": "d7c9965b", "metadata": { "collapsed": false, "editable": true @@ -1479,7 +1479,7 @@ }, { "cell_type": "markdown", - "id": "f4179598", + "id": "cb82e5ae", "metadata": { "editable": true }, @@ -1490,7 +1490,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "736f7354", + "id": "5810e45a", "metadata": { "collapsed": false, "editable": true @@ -1540,7 +1540,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "63ca3a41", + "id": "cbba33cc", "metadata": { "collapsed": false, "editable": true @@ -1579,7 +1579,7 @@ }, { "cell_type": "markdown", - "id": "4e28bead", + "id": "5d0dc01f", "metadata": { "editable": true }, @@ -1603,7 +1603,7 @@ }, { "cell_type": "markdown", - "id": "4ea8e675", + "id": "875b55f8", "metadata": { "editable": true }, @@ -1631,7 +1631,7 @@ }, { "cell_type": "markdown", - "id": "db839ef5", + "id": "e0ec4472", "metadata": { "editable": true }, @@ -1662,7 +1662,7 @@ }, { "cell_type": "markdown", - "id": "cf87ae60", + "id": "532012c9", "metadata": { "editable": true }, @@ -1678,7 +1678,7 @@ }, { "cell_type": "markdown", - "id": "850d55c4", + "id": "d055f1bf", "metadata": { "editable": true }, @@ -1702,7 +1702,7 @@ }, { "cell_type": "markdown", - "id": "36a19e93", + "id": "9eadfafd", "metadata": { "editable": true }, @@ -1733,7 +1733,7 @@ }, { "cell_type": "markdown", - "id": "f7737e7a", + "id": "fd224ee4", "metadata": { "editable": true }, @@ -1744,7 +1744,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "3a6a4147", + "id": "2d51d494", "metadata": { "collapsed": false, "editable": true @@ -1792,7 +1792,7 @@ }, { "cell_type": "markdown", - "id": "b77c06e9", + "id": "d03687f5", "metadata": { "editable": true }, @@ -1803,7 +1803,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "d2f12b48", + "id": "54b4f008", "metadata": { "collapsed": false, "editable": true @@ -1837,7 +1837,7 @@ }, { "cell_type": "markdown", - "id": "372c2657", + "id": "a9706454", "metadata": { "editable": true }, @@ -1850,7 +1850,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "3116d94e", + "id": "a175cf2b", "metadata": { "collapsed": false, "editable": true @@ -1903,7 +1903,7 @@ }, { "cell_type": "markdown", - "id": "5c679310", + "id": "0bc53786", "metadata": { "editable": true }, @@ -1914,7 +1914,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "5de4bae3", + "id": "1fff4626", "metadata": { "collapsed": false, "editable": true @@ -1944,7 +1944,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "4a7dfa0d", + "id": "e3a4bb0f", "metadata": { "collapsed": false, "editable": true @@ -1962,7 +1962,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "370c2fca", + "id": "fef61b5a", "metadata": { "collapsed": false, "editable": true @@ -1982,7 +1982,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "dfcbc237", + "id": "2cd36a0a", "metadata": { "collapsed": false, "editable": true @@ -1999,7 +1999,7 @@ }, { "cell_type": "markdown", - "id": "809e3fb2", + "id": "f31db625", "metadata": { "editable": true }, @@ -2021,7 +2021,7 @@ }, { "cell_type": "markdown", - "id": "9c055102", + "id": "ce89108a", "metadata": { "editable": true }, @@ -2053,7 +2053,7 @@ }, { "cell_type": "markdown", - "id": "0f2c4be7", + "id": "4cdece01", "metadata": { "editable": true }, @@ -2067,7 +2067,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "a4e0ac27", + "id": "324a964b", "metadata": { "collapsed": false, "editable": true @@ -2136,7 +2136,7 @@ }, { "cell_type": "markdown", - "id": "1e36d788", + "id": "33074a97", "metadata": { "editable": true }, @@ -2159,7 +2159,7 @@ }, { "cell_type": "markdown", - "id": "ffeedf5b", + "id": "8140eb76", "metadata": { "editable": true }, @@ -2171,7 +2171,7 @@ }, { "cell_type": "markdown", - "id": "a2d78450", + "id": "8ba57277", "metadata": { "editable": true }, @@ -2196,7 +2196,7 @@ }, { "cell_type": "markdown", - "id": "8522f073", + "id": "e7dce23d", "metadata": { "editable": true }, @@ -2222,7 +2222,7 @@ }, { "cell_type": "markdown", - "id": "46550c12", + "id": "f4e3455f", "metadata": { "editable": true }, @@ -2233,7 +2233,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "7bcc7c62", + "id": "9f530afd", "metadata": { "collapsed": false, "editable": true @@ -2305,7 +2305,7 @@ }, { "cell_type": "markdown", - "id": "a46f237f", + "id": "813c8183", "metadata": { "editable": true }, @@ -2321,7 +2321,7 @@ }, { "cell_type": "markdown", - "id": "c8a9f824", + "id": "b0723ecc", "metadata": { "editable": true }, @@ -2332,7 +2332,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "73336f84", + "id": "ea6c0862", "metadata": { "collapsed": false, "editable": true @@ -2347,7 +2347,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "e126947a", + "id": "851aee9e", "metadata": { "collapsed": false, "editable": true @@ -2365,7 +2365,7 @@ }, { "cell_type": "markdown", - "id": "cbfdba25", + "id": "287af61b", "metadata": { "editable": true }, @@ -2385,7 +2385,7 @@ }, { "cell_type": "markdown", - "id": "7d4000c0", + "id": "99fa95d1", "metadata": { "editable": true }, @@ -2399,7 +2399,7 @@ }, { "cell_type": "markdown", - "id": "1174e650", + "id": "c0843532", "metadata": { "editable": true }, @@ -2411,7 +2411,7 @@ }, { "cell_type": "markdown", - "id": "bb5049e1", + "id": "c0036ded", "metadata": { "editable": true }, @@ -2428,7 +2428,7 @@ }, { "cell_type": "markdown", - "id": "25b3d5ce", + "id": "64b3db1f", "metadata": { "editable": true }, @@ -2440,7 +2440,7 @@ }, { "cell_type": "markdown", - "id": "f6b5dc2f", + "id": "b53e923c", "metadata": { "editable": true }, @@ -2454,7 +2454,7 @@ }, { "cell_type": "markdown", - "id": "97a16a7c", + "id": "2fe6aab6", "metadata": { "editable": true }, @@ -2466,7 +2466,7 @@ }, { "cell_type": "markdown", - "id": "1b906e41", + "id": "02f7e570", "metadata": { "editable": true }, @@ -2479,7 +2479,7 @@ }, { "cell_type": "markdown", - "id": "ef17a76f", + "id": "6d5428ac", "metadata": { "editable": true }, @@ -2491,7 +2491,7 @@ }, { "cell_type": "markdown", - "id": "da62e712", + "id": "25a66005", "metadata": { "editable": true }, @@ -2501,7 +2501,7 @@ }, { "cell_type": "markdown", - "id": "7e78f34a", + "id": "819e870d", "metadata": { "editable": true }, @@ -2529,7 +2529,7 @@ }, { "cell_type": "markdown", - "id": "eca19f2c", + "id": "b2b40fd6", "metadata": { "editable": true }, @@ -2545,7 +2545,7 @@ }, { "cell_type": "markdown", - "id": "9d8ca40e", + "id": "afdbae5d", "metadata": { "editable": true }, @@ -2557,7 +2557,7 @@ }, { "cell_type": "markdown", - "id": "76c95bd2", + "id": "3b5a9a94", "metadata": { "editable": true }, @@ -2568,7 +2568,7 @@ }, { "cell_type": "markdown", - "id": "f7ba82b3", + "id": "071ce45d", "metadata": { "editable": true }, @@ -2580,7 +2580,7 @@ }, { "cell_type": "markdown", - "id": "b3e3b1a0", + "id": "b64e74a0", "metadata": { "editable": true }, @@ -2590,7 +2590,7 @@ }, { "cell_type": "markdown", - "id": "aa162779", + "id": "006f6950", "metadata": { "editable": true }, @@ -2602,7 +2602,7 @@ }, { "cell_type": "markdown", - "id": "a399bddd", + "id": "2a6cb700", "metadata": { "editable": true }, @@ -2612,7 +2612,7 @@ }, { "cell_type": "markdown", - "id": "2cfe397f", + "id": "f9792edc", "metadata": { "editable": true }, @@ -2624,7 +2624,7 @@ }, { "cell_type": "markdown", - "id": "c96704d4", + "id": "ad4e3e77", "metadata": { "editable": true }, @@ -2634,7 +2634,7 @@ }, { "cell_type": "markdown", - "id": "08e96d21", + "id": "f4422c86", "metadata": { "editable": true }, @@ -2646,7 +2646,7 @@ }, { "cell_type": "markdown", - "id": "3049fa07", + "id": "c9095127", "metadata": { "editable": true }, @@ -2660,7 +2660,7 @@ }, { "cell_type": "markdown", - "id": "8bcd725c", + "id": "a7e4c3c3", "metadata": { "editable": true }, @@ -2676,7 +2676,7 @@ }, { "cell_type": "markdown", - "id": "7eb02527", + "id": "d3e78fb3", "metadata": { "editable": true }, @@ -2688,7 +2688,7 @@ }, { "cell_type": "markdown", - "id": "74c50e26", + "id": "8efd60b4", "metadata": { "editable": true }, @@ -2704,7 +2704,7 @@ }, { "cell_type": "markdown", - "id": "9222173e", + "id": "df99945c", "metadata": { "editable": true }, @@ -2716,7 +2716,7 @@ }, { "cell_type": "markdown", - "id": "03bf8bce", + "id": "dc416763", "metadata": { "editable": true }, @@ -2726,7 +2726,7 @@ }, { "cell_type": "markdown", - "id": "1c6ff642", + "id": "389d2723", "metadata": { "editable": true }, @@ -2738,7 +2738,7 @@ }, { "cell_type": "markdown", - "id": "74219337", + "id": "c1eec60f", "metadata": { "editable": true }, @@ -2750,7 +2750,7 @@ }, { "cell_type": "markdown", - "id": "903d0ce0", + "id": "8de59939", "metadata": { "editable": true }, @@ -2762,7 +2762,7 @@ }, { "cell_type": "markdown", - "id": "22623257", + "id": "4ffc9c90", "metadata": { "editable": true }, @@ -2773,7 +2773,7 @@ }, { "cell_type": "markdown", - "id": "c46320a5", + "id": "3b8ad6ea", "metadata": { "editable": true }, @@ -2785,7 +2785,7 @@ }, { "cell_type": "markdown", - "id": "7b200471", + "id": "290ecb27", "metadata": { "editable": true }, @@ -2796,7 +2796,7 @@ }, { "cell_type": "markdown", - "id": "eb5e8e75", + "id": "b835bd84", "metadata": { "editable": true }, @@ -2808,7 +2808,7 @@ }, { "cell_type": "markdown", - "id": "557ade89", + "id": "b38ce14f", "metadata": { "editable": true }, @@ -2818,7 +2818,7 @@ }, { "cell_type": "markdown", - "id": "4a943f11", + "id": "e37dc59e", "metadata": { "editable": true }, @@ -2830,7 +2830,7 @@ }, { "cell_type": "markdown", - "id": "2770a3df", + "id": "63ea786a", "metadata": { "editable": true }, @@ -2842,7 +2842,7 @@ }, { "cell_type": "markdown", - "id": "35bd6994", + "id": "c1a81aa0", "metadata": { "editable": true }, @@ -2854,7 +2854,7 @@ }, { "cell_type": "markdown", - "id": "9020cea2", + "id": "75be4ffe", "metadata": { "editable": true }, @@ -2866,7 +2866,7 @@ }, { "cell_type": "markdown", - "id": "b9fb9af3", + "id": "f4f28a57", "metadata": { "editable": true }, @@ -2876,7 +2876,7 @@ }, { "cell_type": "markdown", - "id": "d64299bc", + "id": "b446ff3f", "metadata": { "editable": true }, @@ -2888,7 +2888,7 @@ }, { "cell_type": "markdown", - "id": "8ccd399c", + "id": "08d10f84", "metadata": { "editable": true }, @@ -2898,7 +2898,7 @@ }, { "cell_type": "markdown", - "id": "6da50bbc", + "id": "bda97977", "metadata": { "editable": true }, @@ -2910,7 +2910,7 @@ }, { "cell_type": "markdown", - "id": "1b163dc5", + "id": "7c96cfaa", "metadata": { "editable": true }, @@ -2920,7 +2920,7 @@ }, { "cell_type": "markdown", - "id": "caa56da8", + "id": "399edb04", "metadata": { "editable": true }, @@ -2932,7 +2932,7 @@ }, { "cell_type": "markdown", - "id": "e9a8739a", + "id": "20bfce2f", "metadata": { "editable": true }, @@ -2942,7 +2942,7 @@ }, { "cell_type": "markdown", - "id": "bd362e5b", + "id": "282c44ac", "metadata": { "editable": true }, @@ -2954,7 +2954,7 @@ }, { "cell_type": "markdown", - "id": "aab4ffce", + "id": "7a8ddb16", "metadata": { "editable": true }, @@ -2964,7 +2964,7 @@ }, { "cell_type": "markdown", - "id": "50e8b083", + "id": "2bf9bda1", "metadata": { "editable": true }, @@ -2976,7 +2976,7 @@ }, { "cell_type": "markdown", - "id": "f9ba696c", + "id": "a4b681cd", "metadata": { "editable": true }, @@ -2996,7 +2996,7 @@ }, { "cell_type": "markdown", - "id": "881c480a", + "id": "1eb4a855", "metadata": { "editable": true }, @@ -3008,7 +3008,7 @@ }, { "cell_type": "markdown", - "id": "df4a909f", + "id": "238ee6db", "metadata": { "editable": true }, @@ -3018,7 +3018,7 @@ }, { "cell_type": "markdown", - "id": "c6ce58fa", + "id": "bd0b8fe3", "metadata": { "editable": true }, @@ -3034,7 +3034,7 @@ }, { "cell_type": "markdown", - "id": "658cf0e1", + "id": "79ae4017", "metadata": { "editable": true }, @@ -3046,7 +3046,7 @@ }, { "cell_type": "markdown", - "id": "fbccb958", + "id": "a963b267", "metadata": { "editable": true }, @@ -3074,7 +3074,7 @@ }, { "cell_type": "markdown", - "id": "3317c481", + "id": "22277568", "metadata": { "editable": true }, @@ -3087,7 +3087,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "da2eeb47", + "id": "2c8adda4", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt index 831d037a1..1a3e27560 100644 --- a/doc/src/week46/week46.do.txt +++ b/doc/src/week46/week46.do.txt @@ -6,18 +6,18 @@ DATE: Week 46, November 11-15 !split ===== Plan for week 46 ===== -!bblock Active learning sessions on Tuesday and Wednesday - * Work and Discussion of project 3 +!bblock Lab sessions on Tuesday and Wednesday + o Work on and discussions of project 3 !eblock !bblock Material for the lecture on Monday November 11, 2024 - * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models - * Readings and Videos: -# * These lecture notes +Basics of decision trees, classification and regression algorithms and ensemble models +o Readings and Videos: + o Lecture notes at URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/pub/week46/ipynb/week46.ipynb" # * "Video of lecture":"https://youtu.be/PMswUwhYa7k" # * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" - * "Video on Decision trees":"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" - * Decision Trees: Rashcka et al chapter 6, 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". + o Video on Decision trees at URL:"https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" + o Decision Trees: Rashcka et al chapter 3 pages 86-98, and chapter 7 on Ensemble methods, Voting and Bagging and Gradient Boosting. See also lecture from STK-IN4300, lecture 7 at URL:"https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf". !eblock