From 52c686aec28b55224e75e3c2ea16a3b60903e505 Mon Sep 17 00:00:00 2001
From: Morten Hjorth-Jensen <morten.hjorth-jensen@fys.uio.no>
Date: Sun, 30 Oct 2022 09:27:11 +0100
Subject: [PATCH] updated web interface

---
 doc/web/course.dlog             |  3 +++
 doc/web/course.do.txt           |  6 +++---
 doc/web/course.html             | 24 ++++++++++++------------
 doc/web/tmp_mako__course.do.txt |  6 +++---
 4 files changed, 21 insertions(+), 18 deletions(-)

diff --git a/doc/web/course.dlog b/doc/web/course.dlog
index 7a78bce08..af2980eec 100644
--- a/doc/web/course.dlog
+++ b/doc/web/course.dlog
@@ -219,3 +219,6 @@ output in course.ipynb
 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 ff8b7a888..782d756d5 100644
--- a/doc/web/course.do.txt
+++ b/doc/web/course.do.txt
@@ -15,10 +15,10 @@ chapters = {
  'week41': 'Week 41 October 10-14: Building a multi-layer perceptron code and introduction to Tensorflow',
  'week42': 'Week 42 October 17-21: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks)',
  'week43': 'Week 43 October 24-28: Deep learning, Convolutional Neural Networks and Recurrent Neural Networks',
- 'week44': 'Week 44 October 31- November 4: Principal Component analysis, Clustering and Decision Trees',
+ 'week44': 'Week 44 October 31- November 4: Decision Trees and Ensemble models',
  'week45': 'Week 45 November 7-11: Decision Trees, Random Forests and Gradient Boosting',
- 'week46': 'Week 46 November 14-18: Gradient boosting and Support Vector Machines',
- 'week47': 'Week 47 November 21-25: Support Vector Machines and Summary of Course with Future Perspectives',
+ 'week46': 'Week 46 November 14-18: Support Vector Machines',
+ 'week47': 'Week 47 November 21-25: Support Vector Machines and unsupervised learning and Summary of Course with Future Perspectives',
 
 }
 %>
diff --git a/doc/web/course.html b/doc/web/course.html
index 93b1fcc40..3bad2d52a 100644
--- a/doc/web/course.html
+++ b/doc/web/course.html
@@ -169,26 +169,26 @@ div.toc p,a {
                2,
                None,
                'week-43-october-24-28-deep-learning-convolutional-neural-networks-and-recurrent-neural-networks'),
-              ('Week 44 October 31- November 4: Principal Component analysis, '
-               'Clustering and Decision Trees',
+              ('Week 44 October 31- November 4: Decision Trees and Ensemble '
+               'models',
                2,
                None,
-               'week-44-october-31-november-4-principal-component-analysis-clustering-and-decision-trees'),
+               'week-44-october-31-november-4-decision-trees-and-ensemble-models'),
               ('Week 45 November 7-11: Decision Trees, Random Forests and '
                'Gradient Boosting',
                2,
                None,
                'week-45-november-7-11-decision-trees-random-forests-and-gradient-boosting'),
-              ('Week 46 November 14-18: Gradient boosting and Support Vector '
-               'Machines',
+              ('Week 46 November 14-18: Support Vector Machines',
                2,
                None,
-               'week-46-november-14-18-gradient-boosting-and-support-vector-machines'),
-              ('Week 47 November 21-25: Support Vector Machines and Summary of '
-               'Course with Future Perspectives',
+               'week-46-november-14-18-support-vector-machines'),
+              ('Week 47 November 21-25: Support Vector Machines and '
+               'unsupervised learning and Summary of Course with Future '
+               'Perspectives',
                2,
                None,
-               'week-47-november-21-25-support-vector-machines-and-summary-of-course-with-future-perspectives'),
+               'week-47-november-21-25-support-vector-machines-and-unsupervised-learning-and-summary-of-course-with-future-perspectives'),
               ('Textbook', 2, None, 'textbook'),
               ('Projects Fall 2022 (dates are tentative)',
                2,
@@ -368,7 +368,7 @@ end of tocinfo -->
    <li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week43/ipynb/week43.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="week-44-october-31-november-4-principal-component-analysis-clustering-and-decision-trees">Week 44 October 31- November 4: Principal Component analysis, Clustering and Decision Trees </h2>
+<h2 id="week-44-october-31-november-4-decision-trees-and-ensemble-models">Week 44 October 31- November 4: Decision Trees and Ensemble models </h2>
 
 <ul>
  <li> HTML:</li>
@@ -396,7 +396,7 @@ 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-14-18-gradient-boosting-and-support-vector-machines">Week 46 November 14-18: Gradient boosting and Support Vector Machines </h2>
+<h2 id="week-46-november-14-18-support-vector-machines">Week 46 November 14-18: Support Vector Machines </h2>
 
 <ul>
  <li> HTML:</li>
@@ -410,7 +410,7 @@ 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-21-25-support-vector-machines-and-summary-of-course-with-future-perspectives">Week 47 November 21-25: Support Vector Machines and Summary of Course with Future Perspectives </h2>
+<h2 id="week-47-november-21-25-support-vector-machines-and-unsupervised-learning-and-summary-of-course-with-future-perspectives">Week 47 November 21-25: Support Vector Machines and unsupervised learning 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 3edc3ca1f..ce834a7a5 100644
--- a/doc/web/tmp_mako__course.do.txt
+++ b/doc/web/tmp_mako__course.do.txt
@@ -135,7 +135,7 @@ The teaching material is produced in various formats for running codes (jupyter
    * "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week43/ipynb/week43.ipynb"
 
 
-===== Week 44 October 31- November 4: Principal Component analysis, Clustering and Decision Trees =====
+===== Week 44 October 31- November 4: Decision Trees and Ensemble models =====
 
 
 
@@ -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 14-18: Gradient boosting and Support Vector Machines =====
+===== Week 46 November 14-18: Support Vector Machines =====
 
 
 
@@ -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 21-25: Support Vector Machines and Summary of Course with Future Perspectives =====
+===== Week 47 November 21-25: Support Vector Machines and unsupervised learning and Summary of Course with Future Perspectives =====