added whiteboard notes

This commit is contained in:
Morten Hjorth-Jensen
2023-10-19 23:18:45 +02:00
parent 79e87fb978
commit f028ec522c
7 changed files with 130 additions and 122 deletions
+1
View File
@@ -297,6 +297,7 @@ MathJax.Hub.Config({
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/0q5-PhovchQ" target="_self">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf" target="_self">Whiteboard notes</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_self">Aurelien Geron's chapters 10-11</a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.</li>
<li> <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_self">Neural Networks demystified</a></li>
+2
View File
@@ -225,6 +225,8 @@ MathJax.Hub.Config({
<p><li> <a href="https://youtu.be/0q5-PhovchQ" target="_blank">Video of lecture</a></li>
<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf" target="_blank">Whiteboard notes</a></li>
<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 10-11</a></li>
<p><li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.</li>
@@ -269,6 +269,7 @@ MathJax.Hub.Config({
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/0q5-PhovchQ" target="_blank">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf" target="_blank">Whiteboard notes</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 10-11</a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.</li>
<li> <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_blank">Neural Networks demystified</a></li>
+1
View File
@@ -346,6 +346,7 @@ MathJax.Hub.Config({
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/0q5-PhovchQ" target="_blank">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf" target="_blank">Whiteboard notes</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapters 10-11</a></li>
<li> For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.</li>
<li> <a href="https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs" target="_blank">Neural Networks demystified</a></li>
Binary file not shown.
+124 -122
View File
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
"id": "6450d25c",
"id": "bbaa1aec",
"metadata": {
"editable": true
},
@@ -14,7 +14,7 @@
},
{
"cell_type": "markdown",
"id": "2a438c63",
"id": "d981139a",
"metadata": {
"editable": true
},
@@ -27,7 +27,7 @@
},
{
"cell_type": "markdown",
"id": "247eeef1",
"id": "d3d2fdcb",
"metadata": {
"editable": true
},
@@ -54,6 +54,8 @@
"\n",
" * [Video of lecture](https://youtu.be/0q5-PhovchQ)\n",
"\n",
" * [Whiteboard notes](https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf)\n",
"\n",
" * [Aurelien Geron's chapters 10-11](https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf)\n",
"\n",
" * For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7. \n",
@@ -71,7 +73,7 @@
},
{
"cell_type": "markdown",
"id": "4e111b7c",
"id": "8e0c0ad3",
"metadata": {
"editable": true
},
@@ -81,7 +83,7 @@
},
{
"cell_type": "markdown",
"id": "352b28bc",
"id": "6d072b79",
"metadata": {
"editable": true
},
@@ -96,7 +98,7 @@
},
{
"cell_type": "markdown",
"id": "a1524345",
"id": "6a5894d2",
"metadata": {
"editable": true
},
@@ -119,7 +121,7 @@
},
{
"cell_type": "markdown",
"id": "63f6ef16",
"id": "47296efd",
"metadata": {
"editable": true
},
@@ -131,7 +133,7 @@
},
{
"cell_type": "markdown",
"id": "4e197d24",
"id": "598d3a19",
"metadata": {
"editable": true
},
@@ -141,7 +143,7 @@
},
{
"cell_type": "markdown",
"id": "25fc6ecd",
"id": "7077d9c2",
"metadata": {
"editable": true
},
@@ -153,7 +155,7 @@
},
{
"cell_type": "markdown",
"id": "08005b37",
"id": "c62043b3",
"metadata": {
"editable": true
},
@@ -163,7 +165,7 @@
},
{
"cell_type": "markdown",
"id": "fcfb91d8",
"id": "3307a4bc",
"metadata": {
"editable": true
},
@@ -175,7 +177,7 @@
},
{
"cell_type": "markdown",
"id": "6ae81f69",
"id": "50db23f1",
"metadata": {
"editable": true
},
@@ -187,7 +189,7 @@
},
{
"cell_type": "markdown",
"id": "405a2bd3",
"id": "0cf89ca4",
"metadata": {
"editable": true
},
@@ -198,7 +200,7 @@
},
{
"cell_type": "markdown",
"id": "5ea667d5",
"id": "d5374d6f",
"metadata": {
"editable": true
},
@@ -226,7 +228,7 @@
},
{
"cell_type": "markdown",
"id": "34e82f43",
"id": "fc8ce130",
"metadata": {
"editable": true
},
@@ -238,7 +240,7 @@
},
{
"cell_type": "markdown",
"id": "66741650",
"id": "8eaf0c3c",
"metadata": {
"editable": true
},
@@ -248,7 +250,7 @@
},
{
"cell_type": "markdown",
"id": "a8853a67",
"id": "3caeb6b3",
"metadata": {
"editable": true
},
@@ -260,7 +262,7 @@
},
{
"cell_type": "markdown",
"id": "5bd4bbc9",
"id": "cb5b4f3d",
"metadata": {
"editable": true
},
@@ -271,7 +273,7 @@
},
{
"cell_type": "markdown",
"id": "25080b35",
"id": "6edbd945",
"metadata": {
"editable": true
},
@@ -283,7 +285,7 @@
},
{
"cell_type": "markdown",
"id": "85ff70e2",
"id": "3e039295",
"metadata": {
"editable": true
},
@@ -296,7 +298,7 @@
},
{
"cell_type": "markdown",
"id": "4928fb35",
"id": "60d3b57c",
"metadata": {
"editable": true
},
@@ -321,7 +323,7 @@
},
{
"cell_type": "markdown",
"id": "84914d0b",
"id": "9045875f",
"metadata": {
"editable": true
},
@@ -334,7 +336,7 @@
},
{
"cell_type": "markdown",
"id": "a830cfb8",
"id": "1d37a3a2",
"metadata": {
"editable": true
},
@@ -346,7 +348,7 @@
},
{
"cell_type": "markdown",
"id": "44efa9b2",
"id": "429c3549",
"metadata": {
"editable": true
},
@@ -358,7 +360,7 @@
},
{
"cell_type": "markdown",
"id": "52f18bf4",
"id": "cde118d9",
"metadata": {
"editable": true
},
@@ -368,7 +370,7 @@
},
{
"cell_type": "markdown",
"id": "1d177c5d",
"id": "16740280",
"metadata": {
"editable": true
},
@@ -380,7 +382,7 @@
},
{
"cell_type": "markdown",
"id": "e3c0d631",
"id": "a4b60c6f",
"metadata": {
"editable": true
},
@@ -392,7 +394,7 @@
},
{
"cell_type": "markdown",
"id": "374f6782",
"id": "36cce044",
"metadata": {
"editable": true
},
@@ -404,7 +406,7 @@
},
{
"cell_type": "markdown",
"id": "e286888d",
"id": "d2cc5185",
"metadata": {
"editable": true
},
@@ -416,7 +418,7 @@
},
{
"cell_type": "markdown",
"id": "43927182",
"id": "6f62ac34",
"metadata": {
"editable": true
},
@@ -426,7 +428,7 @@
},
{
"cell_type": "markdown",
"id": "31ab96db",
"id": "980d2595",
"metadata": {
"editable": true
},
@@ -438,7 +440,7 @@
},
{
"cell_type": "markdown",
"id": "e42e36aa",
"id": "07f96bba",
"metadata": {
"editable": true
},
@@ -448,7 +450,7 @@
},
{
"cell_type": "markdown",
"id": "ed96b765",
"id": "ab7ef463",
"metadata": {
"editable": true
},
@@ -460,7 +462,7 @@
},
{
"cell_type": "markdown",
"id": "0ddc0d23",
"id": "712f14c5",
"metadata": {
"editable": true
},
@@ -473,7 +475,7 @@
},
{
"cell_type": "markdown",
"id": "a1b4b635",
"id": "efb3f21c",
"metadata": {
"editable": true
},
@@ -485,7 +487,7 @@
},
{
"cell_type": "markdown",
"id": "df1e75cf",
"id": "661dd5e4",
"metadata": {
"editable": true
},
@@ -495,7 +497,7 @@
},
{
"cell_type": "markdown",
"id": "d7c9540f",
"id": "545879f3",
"metadata": {
"editable": true
},
@@ -507,7 +509,7 @@
},
{
"cell_type": "markdown",
"id": "2e883cb8",
"id": "20187a39",
"metadata": {
"editable": true
},
@@ -518,7 +520,7 @@
},
{
"cell_type": "markdown",
"id": "71dec0a5",
"id": "ecd3c551",
"metadata": {
"editable": true
},
@@ -530,7 +532,7 @@
},
{
"cell_type": "markdown",
"id": "3f559589",
"id": "03d1bd2b",
"metadata": {
"editable": true
},
@@ -540,7 +542,7 @@
},
{
"cell_type": "markdown",
"id": "c648e459",
"id": "1baaf3b0",
"metadata": {
"editable": true
},
@@ -552,7 +554,7 @@
},
{
"cell_type": "markdown",
"id": "7a951b61",
"id": "9114b454",
"metadata": {
"editable": true
},
@@ -562,7 +564,7 @@
},
{
"cell_type": "markdown",
"id": "47f0cbdf",
"id": "19b41dd4",
"metadata": {
"editable": true
},
@@ -573,7 +575,7 @@
},
{
"cell_type": "markdown",
"id": "d4c56881",
"id": "bc1b97c5",
"metadata": {
"editable": true
},
@@ -586,7 +588,7 @@
},
{
"cell_type": "markdown",
"id": "6cf9a20c",
"id": "52f2e768",
"metadata": {
"editable": true
},
@@ -596,7 +598,7 @@
},
{
"cell_type": "markdown",
"id": "d7729455",
"id": "1a60c363",
"metadata": {
"editable": true
},
@@ -608,7 +610,7 @@
},
{
"cell_type": "markdown",
"id": "dc4256c7",
"id": "93eb34b6",
"metadata": {
"editable": true
},
@@ -618,7 +620,7 @@
},
{
"cell_type": "markdown",
"id": "f7e4bce3",
"id": "aa26229f",
"metadata": {
"editable": true
},
@@ -630,7 +632,7 @@
},
{
"cell_type": "markdown",
"id": "e39a9433",
"id": "1f075e8c",
"metadata": {
"editable": true
},
@@ -640,7 +642,7 @@
},
{
"cell_type": "markdown",
"id": "acb24d2a",
"id": "b0cb8b0e",
"metadata": {
"editable": true
},
@@ -664,7 +666,7 @@
},
{
"cell_type": "markdown",
"id": "c58c69da",
"id": "c4cd71b6",
"metadata": {
"editable": true
},
@@ -714,7 +716,7 @@
{
"cell_type": "code",
"execution_count": 1,
"id": "5dc0eb9a",
"id": "ca43227b",
"metadata": {
"collapsed": false,
"editable": true
@@ -769,7 +771,7 @@
},
{
"cell_type": "markdown",
"id": "819a2846",
"id": "79f4798f",
"metadata": {
"editable": true
},
@@ -790,7 +792,7 @@
{
"cell_type": "code",
"execution_count": 2,
"id": "5a1ddf60",
"id": "38e01634",
"metadata": {
"collapsed": false,
"editable": true
@@ -828,7 +830,7 @@
},
{
"cell_type": "markdown",
"id": "98be2914",
"id": "faca5ec2",
"metadata": {
"editable": true
},
@@ -872,7 +874,7 @@
},
{
"cell_type": "markdown",
"id": "a961ec80",
"id": "e720f042",
"metadata": {
"editable": true
},
@@ -912,7 +914,7 @@
},
{
"cell_type": "markdown",
"id": "ca2520ff",
"id": "b4a3815d",
"metadata": {
"editable": true
},
@@ -933,7 +935,7 @@
{
"cell_type": "code",
"execution_count": 3,
"id": "ac07010c",
"id": "5c7ae6ce",
"metadata": {
"collapsed": false,
"editable": true
@@ -959,7 +961,7 @@
},
{
"cell_type": "markdown",
"id": "fec1d790",
"id": "bc289dbd",
"metadata": {
"editable": true
},
@@ -987,7 +989,7 @@
},
{
"cell_type": "markdown",
"id": "445fb930",
"id": "3e93f012",
"metadata": {
"editable": true
},
@@ -1024,7 +1026,7 @@
{
"cell_type": "code",
"execution_count": 4,
"id": "86991433",
"id": "31084597",
"metadata": {
"collapsed": false,
"editable": true
@@ -1070,7 +1072,7 @@
},
{
"cell_type": "markdown",
"id": "5fce84ef",
"id": "93ca9a82",
"metadata": {
"editable": true
},
@@ -1101,7 +1103,7 @@
},
{
"cell_type": "markdown",
"id": "40e059bd",
"id": "59ad4e01",
"metadata": {
"editable": true
},
@@ -1139,7 +1141,7 @@
},
{
"cell_type": "markdown",
"id": "8fe412ef",
"id": "d017d149",
"metadata": {
"editable": true
},
@@ -1173,7 +1175,7 @@
},
{
"cell_type": "markdown",
"id": "9d6c8872",
"id": "3b624b6e",
"metadata": {
"editable": true
},
@@ -1214,7 +1216,7 @@
{
"cell_type": "code",
"execution_count": 5,
"id": "8ab1d38e",
"id": "39eabb7a",
"metadata": {
"collapsed": false,
"editable": true
@@ -1293,7 +1295,7 @@
},
{
"cell_type": "markdown",
"id": "7ab168e8",
"id": "22c14a38",
"metadata": {
"editable": true
},
@@ -1314,7 +1316,7 @@
},
{
"cell_type": "markdown",
"id": "c593ff95",
"id": "33d33cf6",
"metadata": {
"editable": true
},
@@ -1328,7 +1330,7 @@
{
"cell_type": "code",
"execution_count": 6,
"id": "022c8f37",
"id": "a5009498",
"metadata": {
"collapsed": false,
"editable": true
@@ -1438,7 +1440,7 @@
},
{
"cell_type": "markdown",
"id": "5a00abd2",
"id": "68639daa",
"metadata": {
"editable": true
},
@@ -1457,7 +1459,7 @@
{
"cell_type": "code",
"execution_count": 7,
"id": "7f5ac460",
"id": "487c6612",
"metadata": {
"collapsed": false,
"editable": true
@@ -1484,7 +1486,7 @@
},
{
"cell_type": "markdown",
"id": "0d561a20",
"id": "c3b10024",
"metadata": {
"editable": true
},
@@ -1498,7 +1500,7 @@
{
"cell_type": "code",
"execution_count": 8,
"id": "ae5470ba",
"id": "7ab55f7a",
"metadata": {
"collapsed": false,
"editable": true
@@ -1529,7 +1531,7 @@
},
{
"cell_type": "markdown",
"id": "66569562",
"id": "aa9d91e2",
"metadata": {
"editable": true
},
@@ -1540,7 +1542,7 @@
{
"cell_type": "code",
"execution_count": 9,
"id": "1ee2c09f",
"id": "ce6b84ae",
"metadata": {
"collapsed": false,
"editable": true
@@ -1584,7 +1586,7 @@
},
{
"cell_type": "markdown",
"id": "206f6d24",
"id": "1d50ccf4",
"metadata": {
"editable": true
},
@@ -1607,7 +1609,7 @@
{
"cell_type": "code",
"execution_count": 10,
"id": "d842d414",
"id": "05cc9271",
"metadata": {
"collapsed": false,
"editable": true
@@ -1634,7 +1636,7 @@
},
{
"cell_type": "markdown",
"id": "b09841d2",
"id": "9f51a74d",
"metadata": {
"editable": true
},
@@ -1645,7 +1647,7 @@
{
"cell_type": "code",
"execution_count": 11,
"id": "ca482ded",
"id": "38a896b8",
"metadata": {
"collapsed": false,
"editable": true
@@ -1690,7 +1692,7 @@
},
{
"cell_type": "markdown",
"id": "1c79fb2b",
"id": "f8ee3eb3",
"metadata": {
"editable": true
},
@@ -1717,7 +1719,7 @@
},
{
"cell_type": "markdown",
"id": "cd470da0",
"id": "5c0e406c",
"metadata": {
"editable": true
},
@@ -1755,7 +1757,7 @@
},
{
"cell_type": "markdown",
"id": "3e55e1ba",
"id": "f52ee7dd",
"metadata": {
"editable": true
},
@@ -1767,7 +1769,7 @@
},
{
"cell_type": "markdown",
"id": "59b6b65d",
"id": "f2634e6f",
"metadata": {
"editable": true
},
@@ -1782,7 +1784,7 @@
},
{
"cell_type": "markdown",
"id": "f9215c15",
"id": "a39715fe",
"metadata": {
"editable": true
},
@@ -1792,7 +1794,7 @@
},
{
"cell_type": "markdown",
"id": "eeea24e9",
"id": "8bff01b2",
"metadata": {
"editable": true
},
@@ -1805,7 +1807,7 @@
{
"cell_type": "code",
"execution_count": 12,
"id": "66bdf9f6",
"id": "9d94da1e",
"metadata": {
"collapsed": false,
"editable": true
@@ -1881,7 +1883,7 @@
},
{
"cell_type": "markdown",
"id": "0e3d7912",
"id": "fdbce6ba",
"metadata": {
"editable": true
},
@@ -1891,7 +1893,7 @@
},
{
"cell_type": "markdown",
"id": "b8c14487",
"id": "f5cbb06d",
"metadata": {
"editable": true
},
@@ -1902,7 +1904,7 @@
{
"cell_type": "code",
"execution_count": 13,
"id": "fde916f3",
"id": "edf69ad3",
"metadata": {
"collapsed": false,
"editable": true
@@ -1970,7 +1972,7 @@
},
{
"cell_type": "markdown",
"id": "56e4db63",
"id": "d5e5d8a0",
"metadata": {
"editable": true
},
@@ -1988,7 +1990,7 @@
},
{
"cell_type": "markdown",
"id": "e30562f7",
"id": "8326a878",
"metadata": {
"editable": true
},
@@ -2023,7 +2025,7 @@
{
"cell_type": "code",
"execution_count": 14,
"id": "c63ec71a",
"id": "dd988cfc",
"metadata": {
"collapsed": false,
"editable": true
@@ -2035,7 +2037,7 @@
},
{
"cell_type": "markdown",
"id": "a8eba30d",
"id": "d2f8d6f3",
"metadata": {
"editable": true
},
@@ -2047,7 +2049,7 @@
{
"cell_type": "code",
"execution_count": 15,
"id": "b41f8614",
"id": "fdaffccc",
"metadata": {
"collapsed": false,
"editable": true
@@ -2060,7 +2062,7 @@
},
{
"cell_type": "markdown",
"id": "0ae83030",
"id": "80db034a",
"metadata": {
"editable": true
},
@@ -2071,7 +2073,7 @@
{
"cell_type": "code",
"execution_count": 16,
"id": "876a343e",
"id": "e632c541",
"metadata": {
"collapsed": false,
"editable": true
@@ -2084,7 +2086,7 @@
},
{
"cell_type": "markdown",
"id": "8820da14",
"id": "605ac1fd",
"metadata": {
"editable": true
},
@@ -2099,7 +2101,7 @@
{
"cell_type": "code",
"execution_count": 17,
"id": "5b0bd227",
"id": "11e69ce0",
"metadata": {
"collapsed": false,
"editable": true
@@ -2111,7 +2113,7 @@
},
{
"cell_type": "markdown",
"id": "b9128d4d",
"id": "176bf3ac",
"metadata": {
"editable": true
},
@@ -2123,7 +2125,7 @@
},
{
"cell_type": "markdown",
"id": "a94d524f",
"id": "7a085449",
"metadata": {
"editable": true
},
@@ -2136,7 +2138,7 @@
{
"cell_type": "code",
"execution_count": 18,
"id": "ee59798f",
"id": "d8bae540",
"metadata": {
"collapsed": false,
"editable": true
@@ -2191,7 +2193,7 @@
{
"cell_type": "code",
"execution_count": 19,
"id": "7f39c0c8",
"id": "5608d691",
"metadata": {
"collapsed": false,
"editable": true
@@ -2220,7 +2222,7 @@
{
"cell_type": "code",
"execution_count": 20,
"id": "1850d1c5",
"id": "7bce7422",
"metadata": {
"collapsed": false,
"editable": true
@@ -2250,7 +2252,7 @@
{
"cell_type": "code",
"execution_count": 21,
"id": "c8d3b22c",
"id": "65a68468",
"metadata": {
"collapsed": false,
"editable": true
@@ -2277,7 +2279,7 @@
{
"cell_type": "code",
"execution_count": 22,
"id": "06f5ccc5",
"id": "45ae200f",
"metadata": {
"collapsed": false,
"editable": true
@@ -2319,7 +2321,7 @@
},
{
"cell_type": "markdown",
"id": "f0c599ec",
"id": "b955ad39",
"metadata": {
"editable": true
},
@@ -2330,7 +2332,7 @@
{
"cell_type": "code",
"execution_count": 23,
"id": "89c9f4d3",
"id": "8ed2e257",
"metadata": {
"collapsed": false,
"editable": true
@@ -2507,7 +2509,7 @@
},
{
"cell_type": "markdown",
"id": "7ca69396",
"id": "107bab25",
"metadata": {
"editable": true
},
@@ -2535,7 +2537,7 @@
},
{
"cell_type": "markdown",
"id": "b327e897",
"id": "53ad43ce",
"metadata": {
"editable": true
},
@@ -2558,7 +2560,7 @@
},
{
"cell_type": "markdown",
"id": "3100d461",
"id": "6f613497",
"metadata": {
"editable": true
},
@@ -2589,7 +2591,7 @@
},
{
"cell_type": "markdown",
"id": "b1359953",
"id": "91843fee",
"metadata": {
"editable": true
},
@@ -2621,7 +2623,7 @@
},
{
"cell_type": "markdown",
"id": "3b445e65",
"id": "83535426",
"metadata": {
"editable": true
},
@@ -2659,7 +2661,7 @@
},
{
"cell_type": "markdown",
"id": "947e5d19",
"id": "37bdca60",
"metadata": {
"editable": true
},
@@ -2684,7 +2686,7 @@
},
{
"cell_type": "markdown",
"id": "0b044d73",
"id": "11ae19d2",
"metadata": {
"editable": true
},
@@ -2696,7 +2698,7 @@
},
{
"cell_type": "markdown",
"id": "0cc9dab7",
"id": "f3a54f08",
"metadata": {
"editable": true
},
@@ -2719,7 +2721,7 @@
},
{
"cell_type": "markdown",
"id": "c77901f3",
"id": "4dd226db",
"metadata": {
"editable": true
},
@@ -2739,7 +2741,7 @@
},
{
"cell_type": "markdown",
"id": "2205190b",
"id": "f9521d8f",
"metadata": {
"editable": true
},
@@ -2761,7 +2763,7 @@
},
{
"cell_type": "markdown",
"id": "c24d6ed7",
"id": "080c7f12",
"metadata": {
"editable": true
},
@@ -2779,7 +2781,7 @@
},
{
"cell_type": "markdown",
"id": "d9c671c9",
"id": "963e7d21",
"metadata": {
"editable": true
},
@@ -2798,7 +2800,7 @@
},
{
"cell_type": "markdown",
"id": "5853720b",
"id": "0b69f45e",
"metadata": {
"editable": true
},
@@ -2810,7 +2812,7 @@
},
{
"cell_type": "markdown",
"id": "1b134770",
"id": "3585dfbf",
"metadata": {
"editable": true
},
@@ -2855,7 +2857,7 @@
},
{
"cell_type": "markdown",
"id": "d1db044d",
"id": "dd7c4575",
"metadata": {
"editable": true
},
+1
View File
@@ -18,6 +18,7 @@ DATE: October 16-20, 2023
* Readings and Videos:
* These lecture notes
* "Video of lecture":"https://youtu.be/0q5-PhovchQ"
* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesOct19.pdf"
* "Aurelien Geron's chapters 10-11":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf"
* For a more in depth discussion on neural networks we recommend Goodfellow et al chapters 6 and 7.
* "Neural Networks demystified":"https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU&ab_channel=WelchLabs"