updating schedule

doc/web/course.dlog

@@ -243,3 +243,6 @@ 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

doc/web/course.do.txt

@@ -15,8 +15,8 @@ chapters = {
  'week41': 'Week 41 October 9-13: Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm',
  'week42': 'Week 42 October 16-20: Building a multi-layer perceptron code and introduction to Tensorflow', 
  'week43': 'Week 43 October 23-27: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks)',
- 'week44': 'Week 44 October 30- November 3: Decision Trees and Ensemble models',
- 'week45': 'Week 45 November 6-10: Decision Trees, Random Forests and Gradient Boosting',
+ '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',
 

doc/web/course.html

@@ -167,16 +167,15 @@ div.toc p,a {
                2,
                None,
                'week-43-october-23-27-deep-learning-solving-differential-equations-with-nns-and-convolutional-neural-networks'),
-              ('Week 44 October 30- November 3: Decision Trees and Ensemble '
-               'models',
+              ('Week 44 October 30- November 3: Convolutional Neural Networks',
                2,
                None,
-               'week-44-october-30-november-3-decision-trees-and-ensemble-models'),
-              ('Week 45 November 6-10: Decision Trees, Random Forests and '
-               'Gradient Boosting',
+               'week-44-october-30-november-3-convolutional-neural-networks'),
+              ('Week 45 November 6-10: Convolutional neural networks and '
+               'Recurrent neural networks',
                2,
                None,
-               'week-45-november-6-10-decision-trees-random-forests-and-gradient-boosting'),
+               'week-45-november-6-10-convolutional-neural-networks-and-recurrent-neural-networks'),
               ('Week 46 November 13-17: Support Vector Machines',
                2,
                None,
@@ -366,7 +365,7 @@ 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-30-november-3-decision-trees-and-ensemble-models">Week 44 October 30- November 3: Decision Trees and Ensemble models </h2>
+<h2 id="week-44-october-30-november-3-convolutional-neural-networks">Week 44 October 30- November 3: Convolutional Neural Networks </h2>
 
 <ul>
  <li> HTML:</li>
@@ -380,7 +379,7 @@ end of tocinfo -->
    <li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week44/ipynb/week44.ipynb" target="_self">ipynb file</a></li>
 </ul>
 </ul>
-<h2 id="week-45-november-6-10-decision-trees-random-forests-and-gradient-boosting">Week 45 November 6-10: Decision Trees, Random Forests and Gradient Boosting </h2>
+<h2 id="week-45-november-6-10-convolutional-neural-networks-and-recurrent-neural-networks">Week 45 November 6-10: Convolutional neural networks and Recurrent neural networks </h2>
 
 <ul>
  <li> HTML:</li>

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 30- November 3: Decision Trees and Ensemble models =====
+===== Week 44 October 30- November 3: Convolutional Neural Networks =====
 
 
 
@@ -147,7 +147,7 @@ The teaching material is produced in various formats for running codes (jupyter
    * "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week44/ipynb/week44.ipynb"
 
 
-===== Week 45 November 6-10: Decision Trees, Random Forests and Gradient Boosting =====
+===== Week 45 November 6-10: Convolutional neural networks and Recurrent neural networks =====