From 923917590ae216291885e0ca95d85d80e826db58 Mon Sep 17 00:00:00 2001
From: Morten Hjorth-Jensen <morten.hjorth-jensen@fys.uio.no>
Date: Mon, 13 Nov 2023 17:11:47 +0100
Subject: [PATCH] update of page

---
 doc/web/course.dlog             |  3 +++
 doc/web/course.do.txt           |  4 ++--
 doc/web/course.html             | 16 ++++++++--------
 doc/web/tmp_mako__course.do.txt |  4 ++--
 4 files changed, 15 insertions(+), 12 deletions(-)

diff --git a/doc/web/course.dlog b/doc/web/course.dlog
index ec3e1ad78..92aadb3cb 100644
--- a/doc/web/course.dlog
+++ b/doc/web/course.dlog
@@ -246,3 +246,6 @@ output in course.html
 running mako on course.do.txt to make tmp_mako__course.do.txt
 Translating doconce text in tmp_mako__course.do.txt to html
 output in course.html
+running mako on course.do.txt to make tmp_mako__course.do.txt
+Translating doconce text in tmp_mako__course.do.txt to html
+output in course.html
diff --git a/doc/web/course.do.txt b/doc/web/course.do.txt
index 3d7bc5657..f3f96caf3 100644
--- a/doc/web/course.do.txt
+++ b/doc/web/course.do.txt
@@ -17,8 +17,8 @@ chapters = {
  'week43': 'Week 43 October 23-27: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks)',
  'week44': 'Week 44 October 30- November 3: Convolutional Neural Networks',
  'week45': 'Week 45 November 6-10: Convolutional neural networks and Recurrent neural networks',
- 'week46': 'Week 46 November 13-17: Support Vector Machines',
- 'week47': 'Week 47 November 20-24: Support Vector Machines and unsupervised learning and Summary of Course with Future Perspectives',
+ 'week46': 'Week 46 November 13-17: Decision trees, random forests and other ensemble methods',
+ 'week47': 'Week 47 November 20-24: Ensemble methods, Bagging and Boosting  and Summary of Course with Future Perspectives',
 
 }
 %>
diff --git a/doc/web/course.html b/doc/web/course.html
index c49e7724a..e8dc6040c 100644
--- a/doc/web/course.html
+++ b/doc/web/course.html
@@ -176,16 +176,16 @@ div.toc p,a {
                2,
                None,
                'week-45-november-6-10-convolutional-neural-networks-and-recurrent-neural-networks'),
-              ('Week 46 November 13-17: Support Vector Machines',
+              ('Week 46 November 13-17: Decision trees, random forests and '
+               'other ensemble methods',
                2,
                None,
-               'week-46-november-13-17-support-vector-machines'),
-              ('Week 47 November 20-24: Support Vector Machines and '
-               'unsupervised learning and Summary of Course with Future '
-               'Perspectives',
+               'week-46-november-13-17-decision-trees-random-forests-and-other-ensemble-methods'),
+              ('Week 47 November 20-24: Ensemble methods, Bagging and '
+               'Boosting  and Summary of Course with Future Perspectives',
                2,
                None,
-               'week-47-november-20-24-support-vector-machines-and-unsupervised-learning-and-summary-of-course-with-future-perspectives'),
+               'week-47-november-20-24-ensemble-methods-bagging-and-boosting-and-summary-of-course-with-future-perspectives'),
               ('Textbook', 2, None, 'textbook'),
               ('Projects Fall 2023 (dates are tentative)',
                2,
@@ -393,7 +393,7 @@ end of tocinfo -->
    <li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week45/ipynb/week45.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="week-46-november-13-17-support-vector-machines">Week 46 November 13-17: Support Vector Machines </h2>
+<h2 id="week-46-november-13-17-decision-trees-random-forests-and-other-ensemble-methods">Week 46 November 13-17: Decision trees, random forests and other ensemble methods </h2>
 
 <ul>
  <li> HTML:</li>
@@ -407,7 +407,7 @@ end of tocinfo -->
    <li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week46/ipynb/week46.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="week-47-november-20-24-support-vector-machines-and-unsupervised-learning-and-summary-of-course-with-future-perspectives">Week 47 November 20-24: Support Vector Machines and unsupervised learning and Summary of Course with Future Perspectives </h2>
+<h2 id="week-47-november-20-24-ensemble-methods-bagging-and-boosting-and-summary-of-course-with-future-perspectives">Week 47 November 20-24: Ensemble methods, Bagging and Boosting  and Summary of Course with Future Perspectives </h2>
 
 <ul>
  <li> HTML:</li>
diff --git a/doc/web/tmp_mako__course.do.txt b/doc/web/tmp_mako__course.do.txt
index 2eb097b6c..c75e46d82 100644
--- a/doc/web/tmp_mako__course.do.txt
+++ b/doc/web/tmp_mako__course.do.txt
@@ -159,7 +159,7 @@ The teaching material is produced in various formats for running codes (jupyter
    * "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week45/ipynb/week45.ipynb"
 
 
-===== Week 46 November 13-17: Support Vector Machines =====
+===== Week 46 November 13-17: Decision trees, random forests and other ensemble methods =====
 
 
 
@@ -171,7 +171,7 @@ The teaching material is produced in various formats for running codes (jupyter
    * "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week46/ipynb/week46.ipynb"
 
 
-===== Week 47 November 20-24: Support Vector Machines and unsupervised learning and Summary of Course with Future Perspectives =====
+===== Week 47 November 20-24: Ensemble methods, Bagging and Boosting  and Summary of Course with Future Perspectives =====