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update week 37

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Morten Hjorth-Jensen
2024-09-07 11:24:36 +02:00
parent b1c7c473ec
commit d86d6ddc30
9 changed files with 957 additions and 632 deletions
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doc/pub/week37/html/._week37-bs000.html
+2 -2
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@@ -306,7 +306,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Sep 18, 2023</h4>
<h4>September 9, 2024</h4>
</center> <!-- date -->
<br>
@@ -347,7 +347,7 @@ MathJax.Hub.Config({
</footer>
-->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week37/html/._week37-bs001.html
+16 -15
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@@ -293,22 +293,9 @@ MathJax.Hub.Config({
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<!-- * <a href="https://youtu.be/YOBBr_toYxc" target="_self">Video of Lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_self">Whiteboard notes</a> -->
<ul>
<li> Lecture from last week on calculations of expectation values</li>
<li> Exercise for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_self">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
</div>
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ul>
<li> <a href="https://youtu.be/YOBBr_toYxc" target="_self">Video of Lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_self">Whiteboard notes</a></li>
<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
<li> Statistical interpretation of Ridge and Lasso regression</li>
<li> Readings and Videos:</li>
@@ -323,6 +310,20 @@ MathJax.Hub.Config({
</div>
<div class="panel panel-default">
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ul>
<li> Calculations of expectation values</li>
<li> Exercise set for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_self">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
</div>
<p>
<!-- navigation buttons at the bottom of the page -->
<ul class="pagination">
doc/pub/week37/html/week37-bs.html
+2 -2
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@@ -306,7 +306,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Sep 18, 2023</h4>
<h4>September 9, 2024</h4>
</center> <!-- date -->
<br>
@@ -347,7 +347,7 @@ MathJax.Hub.Config({
</footer>
-->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week37/html/week37-reveal.html
+23 -24
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@@ -184,7 +184,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Sep 18, 2023</h4>
<h4>September 9, 2024</h4>
</center> <!-- date -->
<br>
@@ -192,7 +192,7 @@ MathJax.Hub.Config({
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</section>
@@ -200,31 +200,12 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-37">Plans for week 37 </h2>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<b>Material for the lecture on Monday September 9</b>
<p>
<!-- * <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a> -->
<ul>
<p><li> Lecture from last week on calculations of expectation values</li>
<p><li> Exercise for week 37</li>
<p><li> Work on project 1</li>
<p><li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<p><li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday September 7</b>
<p>
<ul>
<p><li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
<p><li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
<p><li> Statistical interpretation of Ridge and Lasso regression</li>
@@ -243,6 +224,24 @@ MathJax.Hub.Config({
<p>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<p><li> Calculations of expectation values</li>
<p><li> Exercise set for week 37</li>
<p><li> Work on project 1</li>
<p><li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<p><li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
</section>
<section>
doc/pub/week37/html/week37-solarized.html
+18 -17
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@@ -254,7 +254,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Sep 18, 2023</h4>
<h4>September 9, 2024</h4>
</center> <!-- date -->
<br>
@@ -264,23 +264,11 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-37">Plans for week 37 </h2>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<b>Material for the lecture on Monday September 9</b>
<p>
<!-- * <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a> -->
<ul>
<li> Lecture from last week on calculations of expectation values</li>
<li> Exercise for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday September 7</b>
<p>
<ul>
<li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
<li> Statistical interpretation of Ridge and Lasso regression</li>
<li> Readings and Videos:</li>
@@ -294,6 +282,19 @@ MathJax.Hub.Config({
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<li> Calculations of expectation values</li>
<li> Exercise set for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="material-from-last-week-and-relevant-for-the-weekly-exercises">Material from last week and relevant for the weekly exercises </h2>
@@ -2410,7 +2411,7 @@ plt.show()
<!-- ------------------- end of main content --------------- -->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week37/html/week37.html
+18 -17
View File
@@ -331,7 +331,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Sep 18, 2023</h4>
<h4>September 9, 2024</h4>
</center> <!-- date -->
<br>
@@ -341,23 +341,11 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-37">Plans for week 37 </h2>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<b>Material for the lecture on Monday September 9</b>
<p>
<!-- * <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a> -->
<ul>
<li> Lecture from last week on calculations of expectation values</li>
<li> Exercise for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday September 7</b>
<p>
<ul>
<li> <a href="https://youtu.be/YOBBr_toYxc" target="_blank">Video of Lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf" target="_blank">Whiteboard notes</a></li>
<li> Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff</li>
<li> Statistical interpretation of Ridge and Lasso regression</li>
<li> Readings and Videos:</li>
@@ -371,6 +359,19 @@ MathJax.Hub.Config({
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<li> Calculations of expectation values</li>
<li> Exercise set for week 37</li>
<li> Work on project 1</li>
<li> See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.</li>
<li> For more discussions of Ridge regression and calculation of averages, <a href="https://arxiv.org/abs/1509.09169" target="_blank">Wessel van Wieringen's</a> article is highly recommended.</li>
</ul>
</div>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="material-from-last-week-and-relevant-for-the-weekly-exercises">Material from last week and relevant for the weekly exercises </h2>
@@ -2487,7 +2488,7 @@ plt<span style="color: #666666">.</span>show()
<!-- ------------------- end of main content --------------- -->
<center style="font-size:80%">
<!-- copyright --> &copy; 1999-2023, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
<!-- copyright --> &copy; 1999-2024, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license
</center>
</body>
</html>
doc/pub/week37/ipynb/ipynb-week37-src.tar.gz
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doc/pub/week37/ipynb/week37.ipynb
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doc/src/week37/week37.do.txt
+3 -3
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@@ -1,6 +1,6 @@
TITLE: Week 37: Statistical interpretations and Resampling Methods
AUTHOR: Morten Hjorth-Jensen {copyright, 1999-present|CC BY-NC} at Department of Physics, University of Oslo & Department of Physics and Astronomy and Facility for Rare Isotope Beams, Michigan State University
DATE: today
DATE: September 9, 2024
# todo add link to videos and add link to Van Wieringens notes
@@ -10,7 +10,7 @@ DATE: today
!bblock Material for the lecture on Thursday September 9
!bblock Material for the lecture on Monday September 9
# * "Video of Lecture":"https://youtu.be/YOBBr_toYxc"
# * "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesSep14.pdf"
* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff
@@ -25,7 +25,7 @@ DATE: today
!bblock Material for the active learning sessions on Tuesday and Wednesday
* Calculations of expectation values
* Exercise for week 37
* Exercise set for week 37
* Work on project 1
* See also additional note on scaling (jupyter-notebook) sent separately. This will be discussed during the first hour of each session. This note is added at the end of these slides.
* For more discussions of Ridge regression and calculation of averages, "Wessel van Wieringen's":"https://arxiv.org/abs/1509.09169" article is highly recommended.