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update week 46

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Morten Hjorth-Jensen
2024-11-09 08:24:20 -05:00
parent 01d31a1250
commit 9aab5f8781
9 changed files with 206 additions and 220 deletions
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doc/pub/week46/html/._week46-bs000.html
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@@ -337,7 +337,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
@@ -376,7 +376,7 @@ 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/week46/html/._week46-bs001.html
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@@ -325,12 +325,11 @@ MathJax.Hub.Config({
<div class="panel-body">
<!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
<ul>
<li> Work and Discussion of project 2</li>
<li> Discussion of project 3 as well</li>
<li> Work and Discussion of project 3</li>
</ul>
</div>
</div>
<div class="panel panel-default">
<div class="panel-body">
@@ -339,9 +338,9 @@ MathJax.Hub.Config({
<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
<li> Readings and Videos:</li>
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/PMswUwhYa7k" target="_self">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_self">Whiteboard notes</a></li>
<li> These lecture notes
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_self">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_self">Whiteboard notes</a> --></li>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_self">Video on Decision trees</a></li>
<li> Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_self">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</li>
</ul>
doc/pub/week46/html/week46-bs.html
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@@ -337,7 +337,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
@@ -376,7 +376,7 @@ 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/week46/html/week46-reveal.html
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@@ -184,13 +184,13 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
<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>
@@ -202,15 +202,13 @@ MathJax.Hub.Config({
<p>
<ul>
<p><li> Work and Discussion of project 2</li>
<p><li> Discussion of project 3 as well</li>
<p><li> Work and Discussion of project 3</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday November 16, 2023</b>
<b>Material for the lecture on Monday November 11, 2024</b>
<p>
<ul>
@@ -219,11 +217,9 @@ MathJax.Hub.Config({
<p><li> Readings and Videos:</li>
<ul>
<p><li> These lecture notes</li>
<p><li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
<p><li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
<p><li> These lecture notes
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
<p><li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
doc/pub/week46/html/week46-solarized.html
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@@ -276,7 +276,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
@@ -287,22 +287,21 @@ MathJax.Hub.Config({
<b>Active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<li> Work and Discussion of project 2</li>
<li> Discussion of project 3 as well</li>
<li> Work and Discussion of project 3</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday November 16, 2023</b>
<b>Material for the lecture on Monday November 11, 2024</b>
<p>
<ul>
<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
<li> Readings and Videos:</li>
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
<li> These lecture notes
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<li> Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_blank">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</li>
</ul>
@@ -2632,7 +2631,7 @@ 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/week46/html/week46.html
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@@ -353,7 +353,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Week 46, November 13-17</h4>
<h4>Week 46, November 11-15</h4>
</center> <!-- date -->
<br>
@@ -364,22 +364,21 @@ MathJax.Hub.Config({
<b>Active learning sessions on Tuesday and Wednesday</b>
<p>
<ul>
<li> Work and Discussion of project 2</li>
<li> Discussion of project 3 as well</li>
<li> Work and Discussion of project 3</li>
</ul>
</div>
<div class="alert alert-block alert-block alert-text-normal">
<b>Material for the lecture on Thursday November 16, 2023</b>
<b>Material for the lecture on Monday November 11, 2024</b>
<p>
<ul>
<li> Thursday: Basics of decision trees, classification and regression algorithms and ensemble models</li>
<li> Readings and Videos:</li>
<ul>
<li> These lecture notes</li>
<li> <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a></li>
<li> <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a></li>
<li> These lecture notes
<!-- * <a href="https://youtu.be/PMswUwhYa7k" target="_blank">Video of lecture</a> -->
<!-- * <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf" target="_blank">Whiteboard notes</a> --></li>
<li> <a href="https://www.youtube.com/watch?v=RmajweUFKvM&ab_channel=Simplilearn" target="_blank">Video on Decision trees</a></li>
<li> Decision Trees: Geron's chapter 6 covers decision trees while ensemble models, voting and bagging are discussed in chapter 7. See also lecture from <a href="https://www.uio.no/studier/emner/matnat/math/STK-IN4300/h20/slides/lecture_7.pdf" target="_blank">STK-IN4300, lecture 7</a>. Chapter 9.2 of Hastie et al contains also a good discussion.</li>
</ul>
@@ -2709,7 +2708,7 @@ 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/week46/ipynb/ipynb-week46-src.tar.gz
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doc/pub/week46/ipynb/week46.ipynb
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doc/src/week46/week46.do.txt
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@@ -1,22 +1,21 @@
TITLE: Week 46: Decision Trees, Ensemble methods and Random Forests
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: Week 46, November 13-17
DATE: Week 46, November 11-15
!split
===== Plan for week 46 =====
!bblock Active learning sessions on Tuesday and Wednesday
* Work and Discussion of project 2
* Discussion of project 3 as well
!eblock
* Work and Discussion of project 3
!eblock
!bblock Material for the lecture on Thursday November 16, 2023
!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
* "Video of lecture":"https://youtu.be/PMswUwhYa7k"
* "Whiteboard notes":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/HandWrittenNotes/2023/NotesNov16.pdf"
# * "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