diff --git a/doc/pub/week35/html/._week35-bs000.html b/doc/pub/week35/html/._week35-bs000.html
index 3b671f811..36d323426 100644
--- a/doc/pub/week35/html/._week35-bs000.html
+++ b/doc/pub/week35/html/._week35-bs000.html
@@ -367,18 +367,15 @@ MathJax.Hub.Config({
-Morten Hjorth-Jensen [1, 2]
+Morten Hjorth-Jensen
-
+
-[1] Department of Physics, University of Oslo
-
-
-[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
+Department of Physics, University of Oslo
-August 26-30
+August 26-30, 2024
diff --git a/doc/pub/week35/html/._week35-bs001.html b/doc/pub/week35/html/._week35-bs001.html
index 978ea6de4..2eaa9a38d 100644
--- a/doc/pub/week35/html/._week35-bs001.html
+++ b/doc/pub/week35/html/._week35-bs001.html
@@ -374,7 +374,7 @@ MathJax.Hub.Config({
Reading recommendations:
- - See lecture notes for week 35 at https://compphysics.github.io/MachineLearning/doc/web/course.html
+ - These lecture notes
- Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
- Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
- For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
diff --git a/doc/pub/week35/html/week35-bs.html b/doc/pub/week35/html/week35-bs.html
index 3b671f811..36d323426 100644
--- a/doc/pub/week35/html/week35-bs.html
+++ b/doc/pub/week35/html/week35-bs.html
@@ -367,18 +367,15 @@ MathJax.Hub.Config({
-Morten Hjorth-Jensen [1, 2]
+Morten Hjorth-Jensen
-
+
-[1] Department of Physics, University of Oslo
-
-
-[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
+Department of Physics, University of Oslo
-August 26-30
+August 26-30, 2024
diff --git a/doc/pub/week35/html/week35-reveal.html b/doc/pub/week35/html/week35-reveal.html
index 77435f387..8c089a4a5 100644
--- a/doc/pub/week35/html/week35-reveal.html
+++ b/doc/pub/week35/html/week35-reveal.html
@@ -173,18 +173,15 @@ MathJax.Hub.Config({
-Morten Hjorth-Jensen [1, 2]
+Morten Hjorth-Jensen
-
+
-[1] Department of Physics, University of Oslo
-
-
-[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
+Department of Physics, University of Oslo
-August 26-30
+August 26-30, 2024
@@ -210,7 +207,7 @@ MathJax.Hub.Config({
Reading recommendations:
- - See lecture notes for week 35 at https://compphysics.github.io/MachineLearning/doc/web/course.html
+ - These lecture notes
- Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
- Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
- For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
diff --git a/doc/pub/week35/html/week35-solarized.html b/doc/pub/week35/html/week35-solarized.html
index 3e2cd5d1a..3ec226ea1 100644
--- a/doc/pub/week35/html/week35-solarized.html
+++ b/doc/pub/week35/html/week35-solarized.html
@@ -296,18 +296,15 @@ MathJax.Hub.Config({
-Morten Hjorth-Jensen [1, 2]
+Morten Hjorth-Jensen
-
+
-[1] Department of Physics, University of Oslo
-
-
-[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
+Department of Physics, University of Oslo
-August 26-30
+August 26-30, 2024
@@ -326,7 +323,7 @@ MathJax.Hub.Config({
Reading recommendations:
- - See lecture notes for week 35 at https://compphysics.github.io/MachineLearning/doc/web/course.html
+ - These lecture notes
- Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
- Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
- For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
diff --git a/doc/pub/week35/html/week35.html b/doc/pub/week35/html/week35.html
index f4dc35ba5..ae8a0743a 100644
--- a/doc/pub/week35/html/week35.html
+++ b/doc/pub/week35/html/week35.html
@@ -373,18 +373,15 @@ MathJax.Hub.Config({
-Morten Hjorth-Jensen [1, 2]
+Morten Hjorth-Jensen
-
+
-[1] Department of Physics, University of Oslo
-
-
-[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
+Department of Physics, University of Oslo
-August 26-30
+August 26-30, 2024
@@ -403,7 +400,7 @@ MathJax.Hub.Config({
Reading recommendations:
- - See lecture notes for week 35 at https://compphysics.github.io/MachineLearning/doc/web/course.html
+ - These lecture notes
- Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
- Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
- For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
diff --git a/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz b/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz
index bdd604887..93fd46de8 100644
Binary files a/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz and b/doc/pub/week35/ipynb/ipynb-week35-src.tar.gz differ
diff --git a/doc/pub/week35/ipynb/week35.ipynb b/doc/pub/week35/ipynb/week35.ipynb
index 05a4d73da..ce308ef85 100644
--- a/doc/pub/week35/ipynb/week35.ipynb
+++ b/doc/pub/week35/ipynb/week35.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "markdown",
- "id": "dcd490ff",
+ "id": "0e8171d8",
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@@ -14,20 +14,20 @@
},
{
"cell_type": "markdown",
- "id": "385618a8",
+ "id": "d54fb4b6",
"metadata": {
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"source": [
"# Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression\n",
- "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n",
+ "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo\n",
"\n",
- "Date: **August 26-30**"
+ "Date: **August 26-30, 2024**"
]
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"source": [
"### Reading recommendations:\n",
"\n",
- "1. See lecture notes for week 35 at \n",
+ "1. These lecture notes\n",
"\n",
"2. Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)\n",
"\n",
@@ -67,7 +67,7 @@
},
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@@ -101,7 +101,7 @@
},
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@@ -151,7 +151,7 @@
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{
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+ "id": "4f920c69",
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@@ -172,7 +172,7 @@
},
{
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@@ -197,7 +197,7 @@
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@@ -278,7 +278,7 @@
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@@ -290,7 +290,7 @@
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@@ -302,7 +302,7 @@
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{
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@@ -313,7 +313,7 @@
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@@ -325,7 +325,7 @@
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@@ -344,7 +344,7 @@
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@@ -357,7 +357,7 @@
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@@ -367,7 +367,7 @@
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@@ -379,7 +379,7 @@
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{
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@@ -389,7 +389,7 @@
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@@ -401,7 +401,7 @@
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@@ -411,7 +411,7 @@
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@@ -423,7 +423,7 @@
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{
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@@ -434,7 +434,7 @@
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@@ -446,7 +446,7 @@
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@@ -478,7 +478,7 @@
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@@ -490,7 +490,7 @@
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@@ -510,7 +510,7 @@
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@@ -537,7 +537,7 @@
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@@ -549,7 +549,7 @@
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@@ -577,7 +577,7 @@
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@@ -595,7 +595,7 @@
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{
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+ "id": "832f9fc3",
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@@ -607,7 +607,7 @@
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{
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@@ -619,7 +619,7 @@
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@@ -630,7 +630,7 @@
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@@ -642,7 +642,7 @@
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@@ -652,7 +652,7 @@
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@@ -664,7 +664,7 @@
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@@ -690,7 +690,7 @@
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@@ -702,7 +702,7 @@
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@@ -714,7 +714,7 @@
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@@ -724,7 +724,7 @@
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@@ -736,7 +736,7 @@
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@@ -786,7 +786,7 @@
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@@ -993,7 +993,7 @@
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@@ -4343,7 +4343,7 @@
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@@ -4356,7 +4356,7 @@
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@@ -4375,7 +4375,7 @@
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@@ -4385,7 +4385,7 @@
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@@ -4472,7 +4472,7 @@
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@@ -4489,7 +4489,7 @@
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@@ -4521,7 +4521,7 @@
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@@ -4535,7 +4535,7 @@
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@@ -4548,7 +4548,7 @@
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@@ -4573,7 +4573,7 @@
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@@ -4583,7 +4583,7 @@
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@@ -4594,7 +4594,7 @@
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@@ -4665,7 +4665,7 @@
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@@ -4677,7 +4677,7 @@
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@@ -4689,7 +4689,7 @@
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@@ -4699,7 +4699,7 @@
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@@ -4716,7 +4716,7 @@
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@@ -4726,7 +4726,7 @@
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@@ -4741,7 +4741,7 @@
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@@ -4751,7 +4751,7 @@
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@@ -4765,7 +4765,7 @@
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@@ -4777,7 +4777,7 @@
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@@ -4789,7 +4789,7 @@
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@@ -4801,7 +4801,7 @@
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@@ -4811,7 +4811,7 @@
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@@ -4823,7 +4823,7 @@
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@@ -4833,7 +4833,7 @@
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@@ -4850,7 +4850,7 @@
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@@ -4860,7 +4860,7 @@
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@@ -4872,7 +4872,7 @@
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@@ -4882,7 +4882,7 @@
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@@ -4894,7 +4894,7 @@
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@@ -4908,7 +4908,7 @@
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@@ -4920,7 +4920,7 @@
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@@ -4942,7 +4942,7 @@
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@@ -4954,7 +4954,7 @@
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@@ -4969,7 +4969,7 @@
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@@ -4981,7 +4981,7 @@
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@@ -4993,7 +4993,7 @@
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@@ -5003,7 +5003,7 @@
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@@ -5015,7 +5015,7 @@
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@@ -5025,7 +5025,7 @@
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@@ -5037,7 +5037,7 @@
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@@ -5047,7 +5047,7 @@
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@@ -5059,7 +5059,7 @@
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@@ -5076,7 +5076,7 @@
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@@ -5089,7 +5089,7 @@
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@@ -5101,7 +5101,7 @@
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@@ -5111,7 +5111,7 @@
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{
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@@ -5124,7 +5124,7 @@
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@@ -5134,7 +5134,7 @@
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@@ -5146,7 +5146,7 @@
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{
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@@ -5159,7 +5159,7 @@
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{
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@@ -5172,7 +5172,7 @@
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{
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@@ -5184,7 +5184,7 @@
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@@ -5196,7 +5196,7 @@
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@@ -5206,7 +5206,7 @@
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@@ -5219,7 +5219,7 @@
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@@ -5231,7 +5231,7 @@
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{
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@@ -5243,7 +5243,7 @@
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@@ -5255,7 +5255,7 @@
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{
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+ "id": "71b67ece",
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@@ -5267,7 +5267,7 @@
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@@ -5281,7 +5281,7 @@
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{
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@@ -5293,7 +5293,7 @@
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{
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- "id": "98f98587",
+ "id": "fafe6f12",
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@@ -5303,7 +5303,7 @@
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{
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@@ -5315,7 +5315,7 @@
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{
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@@ -5327,7 +5327,7 @@
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{
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+ "id": "070bea88",
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@@ -5339,7 +5339,7 @@
},
{
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+ "id": "cbb1a6d0",
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@@ -5351,7 +5351,7 @@
},
{
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- "id": "7dc331ce",
+ "id": "62ea95e8",
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@@ -5363,7 +5363,7 @@
},
{
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+ "id": "1d0a0c3f",
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@@ -5382,7 +5382,7 @@
},
{
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- "id": "5410e9a0",
+ "id": "502bf9b1",
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@@ -5394,7 +5394,7 @@
},
{
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- "id": "6face8fc",
+ "id": "b98b3e29",
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@@ -5404,7 +5404,7 @@
},
{
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- "id": "8ea80093",
+ "id": "9afa64c1",
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@@ -5416,7 +5416,7 @@
},
{
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- "id": "8cf06863",
+ "id": "756fc3c6",
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@@ -5426,7 +5426,7 @@
},
{
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- "id": "bc27c492",
+ "id": "9faf05fa",
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@@ -5438,7 +5438,7 @@
},
{
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- "id": "24763b7f",
+ "id": "36e62812",
"metadata": {
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@@ -5450,7 +5450,7 @@
},
{
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- "id": "1017238e",
+ "id": "dee00fc3",
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@@ -5466,7 +5466,7 @@
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{
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- "id": "70fadf69",
+ "id": "1287f83a",
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@@ -5478,7 +5478,7 @@
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{
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+ "id": "b4240a7b",
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@@ -5490,7 +5490,7 @@
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{
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- "id": "983900f5",
+ "id": "fd444925",
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@@ -5500,7 +5500,7 @@
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{
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+ "id": "5b055ab3",
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@@ -5512,7 +5512,7 @@
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{
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+ "id": "bc539215",
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@@ -5522,7 +5522,7 @@
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{
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+ "id": "5a4af335",
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@@ -5534,7 +5534,7 @@
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{
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+ "id": "94a4c6dc",
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@@ -5551,7 +5551,7 @@
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{
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+ "id": "6cef8bfb",
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@@ -5563,7 +5563,7 @@
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{
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+ "id": "5f04ae7d",
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@@ -5575,7 +5575,7 @@
},
{
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- "id": "09adf91c",
+ "id": "35418e34",
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@@ -5585,7 +5585,7 @@
},
{
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+ "id": "df4a83ee",
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@@ -5597,7 +5597,7 @@
},
{
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+ "id": "43751ced",
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@@ -5607,7 +5607,7 @@
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{
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+ "id": "4a030f43",
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@@ -5619,7 +5619,7 @@
},
{
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+ "id": "9e27747e",
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@@ -5629,7 +5629,7 @@
},
{
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- "id": "c7162e5c",
+ "id": "be4c8f46",
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@@ -5641,7 +5641,7 @@
},
{
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- "id": "b47a8381",
+ "id": "7da22e7f",
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@@ -5651,7 +5651,7 @@
},
{
"cell_type": "markdown",
- "id": "6ec69d77",
+ "id": "9c059120",
"metadata": {
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@@ -5663,7 +5663,7 @@
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- "id": "dcb8df3d",
+ "id": "aa7c7a38",
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diff --git a/doc/src/week35/week35.do.txt b/doc/src/week35/week35.do.txt
index 3e0d42358..0cb055c38 100644
--- a/doc/src/week35/week35.do.txt
+++ b/doc/src/week35/week35.do.txt
@@ -1,6 +1,6 @@
TITLE: Week 35: From Ordinary Linear Regression to Ridge and Lasso Regression
-AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University
-DATE: August 26-30
+AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo
+DATE: August 26-30, 2024
!split
@@ -16,7 +16,7 @@ o Monday: Ridge and Lasso regression and Singular Value Decomposition
=== Reading recommendations: ===
- o See lecture notes for week 35 at URL:"https://compphysics.github.io/MachineLearning/doc/web/course.html"
+ o These lecture notes
o Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
o Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
o For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
@@ -47,11 +47,6 @@ Similarly, "Mehta et al's article":"https://arxiv.org/abs/1803.08823" is also re
-
-
-
-
-
!split
===== The equations for ordinary least squares =====