diff --git a/doc/pub/week46/html/._week46-bs001.html b/doc/pub/week46/html/._week46-bs001.html index c964080f4..546ad2c19 100644 --- a/doc/pub/week46/html/._week46-bs001.html +++ b/doc/pub/week46/html/._week46-bs001.html @@ -340,7 +340,8 @@ MathJax.Hub.Config({
  • Readings and Videos:
    • diff --git a/doc/pub/week46/html/week46-reveal.html b/doc/pub/week46/html/week46-reveal.html index 907dae562..7468c6c57 100644 --- a/doc/pub/week46/html/week46-reveal.html +++ b/doc/pub/week46/html/week46-reveal.html @@ -221,7 +221,9 @@ MathJax.Hub.Config({

  • These lecture notes
    • -

  • Video of lecture to be added
    • +

  • Video of lecture
    • + +

  • Whiteboard notes

  • Video on Decision trees
    • diff --git a/doc/pub/week46/html/week46-solarized.html b/doc/pub/week46/html/week46-solarized.html index fc1bc203c..8f84cfd6e 100644 --- a/doc/pub/week46/html/week46-solarized.html +++ b/doc/pub/week46/html/week46-solarized.html @@ -301,7 +301,8 @@ MathJax.Hub.Config({
  • Readings and Videos:
    • diff --git a/doc/pub/week46/html/week46.html b/doc/pub/week46/html/week46.html index 15d8ef0ce..ce711275d 100644 --- a/doc/pub/week46/html/week46.html +++ b/doc/pub/week46/html/week46.html @@ -378,7 +378,8 @@ MathJax.Hub.Config({
  • Readings and Videos:
    • diff --git a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz index 87126544b..927093771 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 149534914..87bc2f83d 100644 --- a/doc/pub/week46/ipynb/week46.ipynb +++ b/doc/pub/week46/ipynb/week46.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "a1dfe9cd", + "id": "f9935da5", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "89bffd51", + "id": "0b990b1c", "metadata": { "editable": true }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "1387fd7d", + "id": "71e9f143", "metadata": { "editable": true }, @@ -50,7 +50,9 @@ "\n", " * These lecture notes\n", "\n", - " * [Video of lecture to be added](https://youtu.be/PMswUwhYa7k)\n", + " * [Video of lecture](https://youtu.be/PMswUwhYa7k)\n", + "\n", + " * [Whiteboard notes](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf) \n", "\n", " * [Video on Decision trees](https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn)\n", "\n", @@ -59,7 +61,7 @@ }, { "cell_type": "markdown", - "id": "95dd37cd", + "id": "00b82c38", "metadata": { "editable": true }, @@ -90,7 +92,7 @@ }, { "cell_type": "markdown", - "id": "448f377f", + "id": "c733808f", "metadata": { "editable": true }, @@ -110,7 +112,7 @@ }, { "cell_type": "markdown", - "id": "dbd1f3a4", + "id": "2b60a24e", "metadata": { "editable": true }, @@ -128,7 +130,7 @@ }, { "cell_type": "markdown", - "id": "292178fc", + "id": "1a8dc5f7", "metadata": { "editable": true }, @@ -151,7 +153,7 @@ }, { "cell_type": "markdown", - "id": "a38f83c8", + "id": "188465ed", "metadata": { "editable": true }, @@ -174,7 +176,7 @@ }, { "cell_type": "markdown", - "id": "c7e64986", + "id": "7f927d1c", "metadata": { "editable": true }, @@ -185,7 +187,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "562e7450", + "id": "92377283", "metadata": { "collapsed": false, "editable": true @@ -286,7 +288,7 @@ }, { "cell_type": "markdown", - "id": "5e0657c5", + "id": "9defc5e7", "metadata": { "editable": true }, @@ -308,7 +310,7 @@ }, { "cell_type": "markdown", - "id": "dc76aec5", + "id": "97bfeb0f", "metadata": { "editable": true }, @@ -320,7 +322,7 @@ }, { "cell_type": "markdown", - "id": "e938ef05", + "id": "60e3b6f5", "metadata": { "editable": true }, @@ -331,7 +333,7 @@ }, { "cell_type": "markdown", - "id": "cc6e92dc", + "id": "6a950a77", "metadata": { "editable": true }, @@ -353,7 +355,7 @@ }, { "cell_type": "markdown", - "id": "3e081d14", + "id": "b7aa91ac", "metadata": { "editable": true }, @@ -366,7 +368,7 @@ }, { "cell_type": "markdown", - "id": "1357ac9a", + "id": "ecfe94f2", "metadata": { "editable": true }, @@ -378,7 +380,7 @@ }, { "cell_type": "markdown", - "id": "bdc0c0fa", + "id": "b4970af3", "metadata": { "editable": true }, @@ -388,7 +390,7 @@ }, { "cell_type": "markdown", - "id": "42c24160", + "id": "85bd3a40", "metadata": { "editable": true }, @@ -400,7 +402,7 @@ }, { "cell_type": "markdown", - "id": "e9a9a69e", + "id": "1ea5b535", "metadata": { "editable": true }, @@ -410,7 +412,7 @@ }, { "cell_type": "markdown", - "id": "7adc01ac", + "id": "b5672b44", "metadata": { "editable": true }, @@ -422,7 +424,7 @@ }, { "cell_type": "markdown", - "id": "c9832069", + "id": "999be0b7", "metadata": { "editable": true }, @@ -455,7 +457,7 @@ }, { "cell_type": "markdown", - "id": "c1f0a64e", + "id": "ac6a5d56", "metadata": { "editable": true }, @@ -479,7 +481,7 @@ }, { "cell_type": "markdown", - "id": "c79d6dd9", + "id": "63deb833", "metadata": { "editable": true }, @@ -491,7 +493,7 @@ }, { "cell_type": "markdown", - "id": "f4676fc1", + "id": "9f4c860f", "metadata": { "editable": true }, @@ -503,7 +505,7 @@ }, { "cell_type": "markdown", - "id": "ca451945", + "id": "fd542b6e", "metadata": { "editable": true }, @@ -531,7 +533,7 @@ }, { "cell_type": "markdown", - "id": "e2947264", + "id": "c5099f78", "metadata": { "editable": true }, @@ -557,7 +559,7 @@ }, { "cell_type": "markdown", - "id": "e43c3d53", + "id": "88e2ce13", "metadata": { "editable": true }, @@ -580,7 +582,7 @@ }, { "cell_type": "markdown", - "id": "aee5b345", + "id": "9fab855d", "metadata": { "editable": true }, @@ -607,7 +609,7 @@ }, { "cell_type": "markdown", - "id": "36e87884", + "id": "8dc57784", "metadata": { "editable": true }, @@ -626,7 +628,7 @@ }, { "cell_type": "markdown", - "id": "e53f889e", + "id": "3a23d427", "metadata": { "editable": true }, @@ -638,7 +640,7 @@ }, { "cell_type": "markdown", - "id": "0863f784", + "id": "78e66687", "metadata": { "editable": true }, @@ -651,7 +653,7 @@ }, { "cell_type": "markdown", - "id": "eef6c270", + "id": "9157055f", "metadata": { "editable": true }, @@ -663,7 +665,7 @@ }, { "cell_type": "markdown", - "id": "24f8fb88", + "id": "259d56c7", "metadata": { "editable": true }, @@ -673,7 +675,7 @@ }, { "cell_type": "markdown", - "id": "2c5ea01d", + "id": "66f8ee1a", "metadata": { "editable": true }, @@ -685,7 +687,7 @@ }, { "cell_type": "markdown", - "id": "22c61688", + "id": "7478d6d0", "metadata": { "editable": true }, @@ -695,7 +697,7 @@ }, { "cell_type": "markdown", - "id": "06f74650", + "id": "30737ebf", "metadata": { "editable": true }, @@ -707,7 +709,7 @@ }, { "cell_type": "markdown", - "id": "16fa9279", + "id": "c145a6a4", "metadata": { "editable": true }, @@ -718,7 +720,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "c5a1f274", + "id": "c04064d0", "metadata": { "collapsed": false, "editable": true @@ -762,7 +764,7 @@ }, { "cell_type": "markdown", - "id": "74f9eef5", + "id": "da6433b2", "metadata": { "editable": true }, @@ -773,7 +775,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e5eb312b", + "id": "7a884220", "metadata": { "collapsed": false, "editable": true @@ -808,7 +810,7 @@ }, { "cell_type": "markdown", - "id": "faaaf1ab", + "id": "4dfa7512", "metadata": { "editable": true }, @@ -821,7 +823,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "0561573b", + "id": "bc172ee1", "metadata": { "collapsed": false, "editable": true @@ -839,7 +841,7 @@ }, { "cell_type": "markdown", - "id": "01480f23", + "id": "b7996538", "metadata": { "editable": true }, @@ -853,7 +855,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "95da6ba0", + "id": "18c69627", "metadata": { "collapsed": false, "editable": true @@ -872,7 +874,7 @@ }, { "cell_type": "markdown", - "id": "f894df4b", + "id": "1d734081", "metadata": { "editable": true }, @@ -892,7 +894,7 @@ }, { "cell_type": "markdown", - "id": "1b251f2f", + "id": "17e0e2f9", "metadata": { "editable": true }, @@ -909,7 +911,7 @@ }, { "cell_type": "markdown", - "id": "2964dd8f", + "id": "73fc933b", "metadata": { "editable": true }, @@ -921,7 +923,7 @@ }, { "cell_type": "markdown", - "id": "e96d7f9a", + "id": "f8ca9923", "metadata": { "editable": true }, @@ -938,7 +940,7 @@ }, { "cell_type": "markdown", - "id": "74abd6a0", + "id": "feb6fee3", "metadata": { "editable": true }, @@ -951,7 +953,7 @@ }, { "cell_type": "markdown", - "id": "d9816137", + "id": "24b0aea3", "metadata": { "editable": true }, @@ -963,7 +965,7 @@ }, { "cell_type": "markdown", - "id": "66e67465", + "id": "8a01610a", "metadata": { "editable": true }, @@ -973,7 +975,7 @@ }, { "cell_type": "markdown", - "id": "3177f141", + "id": "9c28e4ab", "metadata": { "editable": true }, @@ -985,7 +987,7 @@ }, { "cell_type": "markdown", - "id": "3595d01a", + "id": "76dc3641", "metadata": { "editable": true }, @@ -995,7 +997,7 @@ }, { "cell_type": "markdown", - "id": "6fcc27c1", + "id": "60f57c10", "metadata": { "editable": true }, @@ -1007,7 +1009,7 @@ }, { "cell_type": "markdown", - "id": "fba7d697", + "id": "8c3e3601", "metadata": { "editable": true }, @@ -1020,7 +1022,7 @@ }, { "cell_type": "markdown", - "id": "e66c4c8c", + "id": "0be42f06", "metadata": { "editable": true }, @@ -1035,7 +1037,7 @@ }, { "cell_type": "markdown", - "id": "00afb464", + "id": "42ed666b", "metadata": { "editable": true }, @@ -1061,7 +1063,7 @@ }, { "cell_type": "markdown", - "id": "3aad4efb", + "id": "4ab2f2b9", "metadata": { "editable": true }, @@ -1089,7 +1091,7 @@ }, { "cell_type": "markdown", - "id": "7b9360bb", + "id": "df7b209e", "metadata": { "editable": true }, @@ -1106,7 +1108,7 @@ }, { "cell_type": "markdown", - "id": "2c58ee2c", + "id": "0f77f79d", "metadata": { "editable": true }, @@ -1120,7 +1122,7 @@ }, { "cell_type": "markdown", - "id": "c6be5cc9", + "id": "737f4e14", "metadata": { "editable": true }, @@ -1136,7 +1138,7 @@ }, { "cell_type": "markdown", - "id": "d1dd598d", + "id": "e2c139d1", "metadata": { "editable": true }, @@ -1147,7 +1149,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "fc74a7ea", + "id": "d0089709", "metadata": { "collapsed": false, "editable": true @@ -1218,7 +1220,7 @@ }, { "cell_type": "markdown", - "id": "6963dec3", + "id": "5f185aef", "metadata": { "editable": true }, @@ -1262,7 +1264,7 @@ }, { "cell_type": "markdown", - "id": "604ca44b", + "id": "fe73a991", "metadata": { "editable": true }, @@ -1273,7 +1275,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "5e62178f", + "id": "9b082c47", "metadata": { "collapsed": false, "editable": true @@ -1351,7 +1353,7 @@ }, { "cell_type": "markdown", - "id": "6198598a", + "id": "df9287bb", "metadata": { "editable": true }, @@ -1369,7 +1371,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "f5ca05c1", + "id": "00d95a16", "metadata": { "collapsed": false, "editable": true @@ -1440,7 +1442,7 @@ }, { "cell_type": "markdown", - "id": "b630aa6f", + "id": "b6452b51", "metadata": { "editable": true }, @@ -1451,7 +1453,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "b229a9cc", + "id": "3a98b310", "metadata": { "collapsed": false, "editable": true @@ -1469,7 +1471,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "2b4ec8a0", + "id": "1f8e183f", "metadata": { "collapsed": false, "editable": true @@ -1484,7 +1486,7 @@ }, { "cell_type": "markdown", - "id": "743cd43c", + "id": "6c91981e", "metadata": { "editable": true }, @@ -1495,7 +1497,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "4a05dc08", + "id": "c9b69f54", "metadata": { "collapsed": false, "editable": true @@ -1545,7 +1547,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "38aadc49", + "id": "53db8f73", "metadata": { "collapsed": false, "editable": true @@ -1584,7 +1586,7 @@ }, { "cell_type": "markdown", - "id": "bc7c4453", + "id": "3be38ddf", "metadata": { "editable": true }, @@ -1608,7 +1610,7 @@ }, { "cell_type": "markdown", - "id": "bdbd2a4a", + "id": "e4aaab5f", "metadata": { "editable": true }, @@ -1636,7 +1638,7 @@ }, { "cell_type": "markdown", - "id": "c5c58d30", + "id": "0010cb58", "metadata": { "editable": true }, @@ -1667,7 +1669,7 @@ }, { "cell_type": "markdown", - "id": "2a505793", + "id": "f3a71c11", "metadata": { "editable": true }, @@ -1683,7 +1685,7 @@ }, { "cell_type": "markdown", - "id": "43236470", + "id": "aef5e772", "metadata": { "editable": true }, @@ -1707,7 +1709,7 @@ }, { "cell_type": "markdown", - "id": "8fd9a72e", + "id": "a30b02f8", "metadata": { "editable": true }, @@ -1738,7 +1740,7 @@ }, { "cell_type": "markdown", - "id": "2acf0f65", + "id": "3afd02ed", "metadata": { "editable": true }, @@ -1749,7 +1751,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "b1cb2d4e", + "id": "4a1b7a89", "metadata": { "collapsed": false, "editable": true @@ -1797,7 +1799,7 @@ }, { "cell_type": "markdown", - "id": "702a49d8", + "id": "0c32e96d", "metadata": { "editable": true }, @@ -1808,7 +1810,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "e397cc8f", + "id": "4d1c99f7", "metadata": { "collapsed": false, "editable": true @@ -1842,7 +1844,7 @@ }, { "cell_type": "markdown", - "id": "ffd397cf", + "id": "e0e3f1dc", "metadata": { "editable": true }, @@ -1855,7 +1857,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "8da0f182", + "id": "c3d00f7d", "metadata": { "collapsed": false, "editable": true @@ -1908,7 +1910,7 @@ }, { "cell_type": "markdown", - "id": "2534a75b", + "id": "f0d12f2c", "metadata": { "editable": true }, @@ -1919,7 +1921,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "2c5bbe2c", + "id": "1bbde2a9", "metadata": { "collapsed": false, "editable": true @@ -1949,7 +1951,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "6d55e819", + "id": "80a82744", "metadata": { "collapsed": false, "editable": true @@ -1967,7 +1969,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "8d2a4915", + "id": "65c732b4", "metadata": { "collapsed": false, "editable": true @@ -1987,7 +1989,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "7979252c", + "id": "956f7ec5", "metadata": { "collapsed": false, "editable": true @@ -2004,7 +2006,7 @@ }, { "cell_type": "markdown", - "id": "e06577c3", + "id": "ee527167", "metadata": { "editable": true }, @@ -2026,7 +2028,7 @@ }, { "cell_type": "markdown", - "id": "2e4b2a05", + "id": "354baed9", "metadata": { "editable": true }, @@ -2058,7 +2060,7 @@ }, { "cell_type": "markdown", - "id": "bb6af67b", + "id": "fc1a2451", "metadata": { "editable": true }, @@ -2072,7 +2074,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "06d3f0ca", + "id": "129bb9fb", "metadata": { "collapsed": false, "editable": true @@ -2141,7 +2143,7 @@ }, { "cell_type": "markdown", - "id": "f76207c4", + "id": "170b00ab", "metadata": { "editable": true }, @@ -2164,7 +2166,7 @@ }, { "cell_type": "markdown", - "id": "c60cf5c9", + "id": "58a4aa65", "metadata": { "editable": true }, @@ -2176,7 +2178,7 @@ }, { "cell_type": "markdown", - "id": "e1338d12", + "id": "a5ed07c1", "metadata": { "editable": true }, @@ -2201,7 +2203,7 @@ }, { "cell_type": "markdown", - "id": "ab90a636", + "id": "c5369edb", "metadata": { "editable": true }, @@ -2227,7 +2229,7 @@ }, { "cell_type": "markdown", - "id": "9e290391", + "id": "4355c5ad", "metadata": { "editable": true }, @@ -2238,7 +2240,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "fa4a3cf4", + "id": "0fbcd18f", "metadata": { "collapsed": false, "editable": true @@ -2310,7 +2312,7 @@ }, { "cell_type": "markdown", - "id": "b77ba3b2", + "id": "4072de62", "metadata": { "editable": true }, @@ -2326,7 +2328,7 @@ }, { "cell_type": "markdown", - "id": "a0fd301a", + "id": "481673fb", "metadata": { "editable": true }, @@ -2337,7 +2339,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "ee9649f8", + "id": "d5fe5939", "metadata": { "collapsed": false, "editable": true @@ -2352,7 +2354,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "4264d6ab", + "id": "7ee6160d", "metadata": { "collapsed": false, "editable": true @@ -2370,7 +2372,7 @@ }, { "cell_type": "markdown", - "id": "b5f04174", + "id": "3a6e484c", "metadata": { "editable": true }, @@ -2390,7 +2392,7 @@ }, { "cell_type": "markdown", - "id": "776a78b9", + "id": "ed91ea28", "metadata": { "editable": true }, @@ -2404,7 +2406,7 @@ }, { "cell_type": "markdown", - "id": "6356de3e", + "id": "9ab6f212", "metadata": { "editable": true }, @@ -2416,7 +2418,7 @@ }, { "cell_type": "markdown", - "id": "612f7674", + "id": "288a57f1", "metadata": { "editable": true }, @@ -2433,7 +2435,7 @@ }, { "cell_type": "markdown", - "id": "42a6c062", + "id": "d0ea7a14", "metadata": { "editable": true }, @@ -2445,7 +2447,7 @@ }, { "cell_type": "markdown", - "id": "e798f7c9", + "id": "faa1b446", "metadata": { "editable": true }, @@ -2459,7 +2461,7 @@ }, { "cell_type": "markdown", - "id": "0c1ee407", + "id": "a20c6de5", "metadata": { "editable": true }, @@ -2471,7 +2473,7 @@ }, { "cell_type": "markdown", - "id": "3c46526f", + "id": "17800601", "metadata": { "editable": true }, @@ -2484,7 +2486,7 @@ }, { "cell_type": "markdown", - "id": "34dade71", + "id": "7b59e224", "metadata": { "editable": true }, @@ -2496,7 +2498,7 @@ }, { "cell_type": "markdown", - "id": "bdc0d187", + "id": "f5917a9a", "metadata": { "editable": true }, @@ -2506,7 +2508,7 @@ }, { "cell_type": "markdown", - "id": "942467c7", + "id": "8d2101f2", "metadata": { "editable": true }, @@ -2534,7 +2536,7 @@ }, { "cell_type": "markdown", - "id": "c84274cd", + "id": "65f77895", "metadata": { "editable": true }, @@ -2550,7 +2552,7 @@ }, { "cell_type": "markdown", - "id": "a0712b34", + "id": "28b76851", "metadata": { "editable": true }, @@ -2562,7 +2564,7 @@ }, { "cell_type": "markdown", - "id": "7e46dca8", + "id": "985ccfb2", "metadata": { "editable": true }, @@ -2573,7 +2575,7 @@ }, { "cell_type": "markdown", - "id": "3a226e7a", + "id": "05d75812", "metadata": { "editable": true }, @@ -2585,7 +2587,7 @@ }, { "cell_type": "markdown", - "id": "d0df0158", + "id": "9cfc5c74", "metadata": { "editable": true }, @@ -2595,7 +2597,7 @@ }, { "cell_type": "markdown", - "id": "60880d10", + "id": "3833eb7b", "metadata": { "editable": true }, @@ -2607,7 +2609,7 @@ }, { "cell_type": "markdown", - "id": "033358c9", + "id": "3fca374c", "metadata": { "editable": true }, @@ -2617,7 +2619,7 @@ }, { "cell_type": "markdown", - "id": "122af441", + "id": "aeb623d7", "metadata": { "editable": true }, @@ -2629,7 +2631,7 @@ }, { "cell_type": "markdown", - "id": "ca771a46", + "id": "f8e542a2", "metadata": { "editable": true }, @@ -2639,7 +2641,7 @@ }, { "cell_type": "markdown", - "id": "7b10825e", + "id": "d92e3136", "metadata": { "editable": true }, @@ -2651,7 +2653,7 @@ }, { "cell_type": "markdown", - "id": "c014ff01", + "id": "bca4d27a", "metadata": { "editable": true }, @@ -2665,7 +2667,7 @@ }, { "cell_type": "markdown", - "id": "ec72116c", + "id": "d2fa1316", "metadata": { "editable": true }, @@ -2681,7 +2683,7 @@ }, { "cell_type": "markdown", - "id": "e682b778", + "id": "5401b686", "metadata": { "editable": true }, @@ -2693,7 +2695,7 @@ }, { "cell_type": "markdown", - "id": "d839ebae", + "id": "082464c4", "metadata": { "editable": true }, @@ -2709,7 +2711,7 @@ }, { "cell_type": "markdown", - "id": "a6bf29e7", + "id": "4f2a4a17", "metadata": { "editable": true }, @@ -2721,7 +2723,7 @@ }, { "cell_type": "markdown", - "id": "3f0b4035", + "id": "4aad349a", "metadata": { "editable": true }, @@ -2731,7 +2733,7 @@ }, { "cell_type": "markdown", - "id": "f4a44587", + "id": "d2050bb1", "metadata": { "editable": true }, @@ -2743,7 +2745,7 @@ }, { "cell_type": "markdown", - "id": "9df807ee", + "id": "359b0eb3", "metadata": { "editable": true }, @@ -2755,7 +2757,7 @@ }, { "cell_type": "markdown", - "id": "8ba840f7", + "id": "eab77ff9", "metadata": { "editable": true }, @@ -2767,7 +2769,7 @@ }, { "cell_type": "markdown", - "id": "f6c0bb03", + "id": "d7c87ec5", "metadata": { "editable": true }, @@ -2778,7 +2780,7 @@ }, { "cell_type": "markdown", - "id": "916b1302", + "id": "3cf53a5f", "metadata": { "editable": true }, @@ -2790,7 +2792,7 @@ }, { "cell_type": "markdown", - "id": "d9d05ebd", + "id": "67bbb3ac", "metadata": { "editable": true }, @@ -2801,7 +2803,7 @@ }, { "cell_type": "markdown", - "id": "c0e2ff33", + "id": "d9a2448e", "metadata": { "editable": true }, @@ -2813,7 +2815,7 @@ }, { "cell_type": "markdown", - "id": "5cab6a54", + "id": "392f16f2", "metadata": { "editable": true }, @@ -2823,7 +2825,7 @@ }, { "cell_type": "markdown", - "id": "2c2697a1", + "id": "a645e83c", "metadata": { "editable": true }, @@ -2835,7 +2837,7 @@ }, { "cell_type": "markdown", - "id": "7d6bea43", + "id": "89e1d11e", "metadata": { "editable": true }, @@ -2847,7 +2849,7 @@ }, { "cell_type": "markdown", - "id": "5c659add", + "id": "f884f217", "metadata": { "editable": true }, @@ -2859,7 +2861,7 @@ }, { "cell_type": "markdown", - "id": "e5896e0d", + "id": "664acf19", "metadata": { "editable": true }, @@ -2871,7 +2873,7 @@ }, { "cell_type": "markdown", - "id": "e59ed848", + "id": "d83ebe5e", "metadata": { "editable": true }, @@ -2881,7 +2883,7 @@ }, { "cell_type": "markdown", - "id": "c810dab7", + "id": "96134017", "metadata": { "editable": true }, @@ -2893,7 +2895,7 @@ }, { "cell_type": "markdown", - "id": "0bc6c147", + "id": "97fc79c8", "metadata": { "editable": true }, @@ -2903,7 +2905,7 @@ }, { "cell_type": "markdown", - "id": "3ce040a0", + "id": "0d1e4f3e", "metadata": { "editable": true }, @@ -2915,7 +2917,7 @@ }, { "cell_type": "markdown", - "id": "9180bf9d", + "id": "7d571a24", "metadata": { "editable": true }, @@ -2925,7 +2927,7 @@ }, { "cell_type": "markdown", - "id": "1340606f", + "id": "8f31a3a7", "metadata": { "editable": true }, @@ -2937,7 +2939,7 @@ }, { "cell_type": "markdown", - "id": "f754a0ce", + "id": "e0e3db77", "metadata": { "editable": true }, @@ -2947,7 +2949,7 @@ }, { "cell_type": "markdown", - "id": "a440027b", + "id": "fc1ce185", "metadata": { "editable": true }, @@ -2959,7 +2961,7 @@ }, { "cell_type": "markdown", - "id": "19078953", + "id": "d7360d72", "metadata": { "editable": true }, @@ -2969,7 +2971,7 @@ }, { "cell_type": "markdown", - "id": "fb878359", + "id": "cf486320", "metadata": { "editable": true }, @@ -2981,7 +2983,7 @@ }, { "cell_type": "markdown", - "id": "f604fbd2", + "id": "8ebdf8ce", "metadata": { "editable": true }, @@ -3001,7 +3003,7 @@ }, { "cell_type": "markdown", - "id": "70ed70ae", + "id": "853a1218", "metadata": { "editable": true }, @@ -3013,7 +3015,7 @@ }, { "cell_type": "markdown", - "id": "510e54a7", + "id": "d287b19d", "metadata": { "editable": true }, @@ -3023,7 +3025,7 @@ }, { "cell_type": "markdown", - "id": "ae7981eb", + "id": "637ef064", "metadata": { "editable": true }, @@ -3039,7 +3041,7 @@ }, { "cell_type": "markdown", - "id": "b87f1fec", + "id": "f1698dc3", "metadata": { "editable": true }, @@ -3051,7 +3053,7 @@ }, { "cell_type": "markdown", - "id": "aad16e11", + "id": "c6d08c01", "metadata": { "editable": true }, @@ -3079,7 +3081,7 @@ }, { "cell_type": "markdown", - "id": "e7639342", + "id": "c58db919", "metadata": { "editable": true }, @@ -3092,7 +3094,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "5358dca1", + "id": "104e1c7c", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt index 51324e72d..3a6205f2a 100644 --- a/doc/src/week46/week46.do.txt +++ b/doc/src/week46/week46.do.txt @@ -15,7 +15,8 @@ DATE: Week 46, November 13-17 * Thursday: Basics of decision trees, classification and regression algorithms and ensemble models * Readings and Videos: * These lecture notes - * "Video of lecture to be added":"https://youtu.be/PMswUwhYa7k" + * "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: 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. !eblock