update
This commit is contained in:
Morten Hjorth-Jensen
@@ -240,3 +240,6 @@ output in course.html
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running mako on course.do.txt to make tmp_mako__course.do.txt
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Translating doconce text in tmp_mako__course.do.txt to ipynb
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output in course.ipynb
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running mako on course.do.txt to make tmp_mako__course.do.txt
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Translating doconce text in tmp_mako__course.do.txt to html
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output in course.html
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@@ -11,10 +11,10 @@ chapters = {
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'week37': 'Week 37 September 11-15: Resampling techniques, Cross-validation and the Bootstrap',
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'week38': 'Week 38 September 18-22: Summary of linear regression methods and start Logistic Regression',
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'week39': 'Week 39 September 25-29: Logistic Regression and Gradient methods',
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'week40': 'Week 40 October 2-6: Stochastic Gradient Descent and Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm',
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'week41': 'Week 41 October 9-13: Building a multi-layer perceptron code and introduction to Tensorflow',
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'week42': 'Week 42 October 16-20: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks)',
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'week43': 'Week 43 October 23-27: Deep learning, Convolutional Neural Networks and Recurrent Neural Networks',
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'week40': 'Week 40 October 2-6: Stochastic Gradient Descent',
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'week41': 'Week 41 October 9-13: Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm',
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'week42': 'Week 42 October 16-20: Building a multi-layer perceptron code and introduction to Tensorflow',
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'week43': 'Week 43 October 23-27: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks)',
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'week44': 'Week 44 October 30- November 3: Decision Trees and Ensemble models',
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'week45': 'Week 45 November 6-10: Decision Trees, Random Forests and Gradient Boosting',
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'week46': 'Week 46 November 13-17: Support Vector Machines',
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+24
-26
@@ -148,27 +148,25 @@ div.toc p,a {
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2,
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None,
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'week-39-september-25-29-logistic-regression-and-gradient-methods'),
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('Week 40 October 2-6: Stochastic Gradient Descent and Neural '
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'Networks, starting to build a multi-layer Perceptron model, '
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'the Back Propagation algoritm',
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('Week 40 October 2-6: Stochastic Gradient Descent',
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2,
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None,
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'week-40-october-2-6-stochastic-gradient-descent-and-neural-networks-starting-to-build-a-multi-layer-perceptron-model-the-back-propagation-algoritm'),
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('Week 41 October 9-13: Building a multi-layer perceptron code '
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'week-40-october-2-6-stochastic-gradient-descent'),
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('Week 41 October 9-13: Neural Networks, starting to build a '
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'multi-layer Perceptron model, the Back Propagation algoritm',
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2,
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None,
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'week-41-october-9-13-neural-networks-starting-to-build-a-multi-layer-perceptron-model-the-back-propagation-algoritm'),
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('Week 42 October 16-20: Building a multi-layer perceptron code '
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'and introduction to Tensorflow',
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2,
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None,
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'week-41-october-9-13-building-a-multi-layer-perceptron-code-and-introduction-to-tensorflow'),
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('Week 42 October 16-20: Deep learning, Solving Differential '
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'week-42-october-16-20-building-a-multi-layer-perceptron-code-and-introduction-to-tensorflow'),
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('Week 43 October 23-27: Deep learning, Solving Differential '
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'Equations with NNs and Convolutional Neural Networks)',
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2,
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None,
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'week-42-october-16-20-deep-learning-solving-differential-equations-with-nns-and-convolutional-neural-networks'),
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('Week 43 October 23-27: Deep learning, Convolutional Neural '
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'Networks and Recurrent Neural Networks',
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2,
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None,
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'week-43-october-23-27-deep-learning-convolutional-neural-networks-and-recurrent-neural-networks'),
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'week-43-october-23-27-deep-learning-solving-differential-equations-with-nns-and-convolutional-neural-networks'),
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('Week 44 October 30- November 3: Decision Trees and Ensemble '
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'models',
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2,
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@@ -194,18 +192,18 @@ div.toc p,a {
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2,
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None,
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'projects-fall-2023-dates-are-tentative'),
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('Project 1, Deadline October 9 (available September 3)',
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('Project 1, Deadline October 15 (available September 3)',
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3,
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None,
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'project-1-deadline-october-9-available-september-3'),
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('Project 2, Deadline November 6 (available October 8)',
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'project-1-deadline-october-15-available-september-3'),
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('Project 2, Deadline November 13 (available October 8)',
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3,
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None,
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'project-2-deadline-november-6-available-october-8'),
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('Project 3, Deadline December 11 (available November 5)',
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'project-2-deadline-november-13-available-october-8'),
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('Project 3, Deadline December 11 (available November 12)',
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3,
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None,
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'project-3-deadline-december-11-available-november-5')]}
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'project-3-deadline-december-11-available-november-12')]}
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end of tocinfo -->
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<body>
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@@ -312,7 +310,7 @@ end of tocinfo -->
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<li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week39/ipynb/week39.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h2 id="week-40-october-2-6-stochastic-gradient-descent-and-neural-networks-starting-to-build-a-multi-layer-perceptron-model-the-back-propagation-algoritm">Week 40 October 2-6: Stochastic Gradient Descent and Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm </h2>
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<h2 id="week-40-october-2-6-stochastic-gradient-descent">Week 40 October 2-6: Stochastic Gradient Descent </h2>
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<ul>
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<li> HTML:</li>
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@@ -326,7 +324,7 @@ end of tocinfo -->
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<li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week40/ipynb/week40.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h2 id="week-41-october-9-13-building-a-multi-layer-perceptron-code-and-introduction-to-tensorflow">Week 41 October 9-13: Building a multi-layer perceptron code and introduction to Tensorflow </h2>
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<h2 id="week-41-october-9-13-neural-networks-starting-to-build-a-multi-layer-perceptron-model-the-back-propagation-algoritm">Week 41 October 9-13: Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm </h2>
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<ul>
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<li> HTML:</li>
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@@ -340,7 +338,7 @@ end of tocinfo -->
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<li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week41/ipynb/week41.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h2 id="week-42-october-16-20-deep-learning-solving-differential-equations-with-nns-and-convolutional-neural-networks">Week 42 October 16-20: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks) </h2>
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<h2 id="week-42-october-16-20-building-a-multi-layer-perceptron-code-and-introduction-to-tensorflow">Week 42 October 16-20: Building a multi-layer perceptron code and introduction to Tensorflow </h2>
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<ul>
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<li> HTML:</li>
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@@ -354,7 +352,7 @@ end of tocinfo -->
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<li> <a href="https://compphysics.github.io/MachineLearning/doc/pub/week42/ipynb/week42.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h2 id="week-43-october-23-27-deep-learning-convolutional-neural-networks-and-recurrent-neural-networks">Week 43 October 23-27: Deep learning, Convolutional Neural Networks and Recurrent Neural Networks </h2>
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<h2 id="week-43-october-23-27-deep-learning-solving-differential-equations-with-nns-and-convolutional-neural-networks">Week 43 October 23-27: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks) </h2>
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<ul>
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<li> HTML:</li>
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@@ -434,7 +432,7 @@ end of tocinfo -->
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</ul>
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<!-- !split -->
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<h2 id="projects-fall-2023-dates-are-tentative">Projects Fall 2023 (dates are tentative) </h2>
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<h3 id="project-1-deadline-october-9-available-september-3">Project 1, Deadline October 9 (available September 3) </h3>
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<h3 id="project-1-deadline-october-15-available-september-3">Project 1, Deadline October 15 (available September 3) </h3>
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<ul>
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<li> LaTeX and PDF:</li>
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<ul>
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@@ -451,7 +449,7 @@ end of tocinfo -->
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<li> <a href="http://compphysics.github.io/MachineLearning/doc/Projects/2023/Project1/ipynb/Project1.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h3 id="project-2-deadline-november-6-available-october-8">Project 2, Deadline November 6 (available October 8) </h3>
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<h3 id="project-2-deadline-november-13-available-october-8">Project 2, Deadline November 13 (available October 8) </h3>
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<ul>
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<li> LaTeX and PDF:</li>
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<ul>
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@@ -468,7 +466,7 @@ end of tocinfo -->
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<li> <a href="http://compphysics.github.io/MachineLearning/doc/Projects/2023/Project2/ipynb/Project2.ipynb" target="_self">ipynb file</a></li>
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</ul>
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</ul>
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<h3 id="project-3-deadline-december-11-available-november-5">Project 3, Deadline December 11 (available November 5) </h3>
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<h3 id="project-3-deadline-december-11-available-november-12">Project 3, Deadline December 11 (available November 12) </h3>
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<ul>
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<li> LaTeX and PDF:</li>
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<ul>
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@@ -87,7 +87,7 @@ The teaching material is produced in various formats for running codes (jupyter
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* "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week39/ipynb/week39.ipynb"
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===== Week 40 October 2-6: Stochastic Gradient Descent and Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm =====
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===== Week 40 October 2-6: Stochastic Gradient Descent =====
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@@ -99,7 +99,7 @@ The teaching material is produced in various formats for running codes (jupyter
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* "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week40/ipynb/week40.ipynb"
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===== Week 41 October 9-13: Building a multi-layer perceptron code and introduction to Tensorflow =====
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===== Week 41 October 9-13: Neural Networks, starting to build a multi-layer Perceptron model, the Back Propagation algoritm =====
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@@ -111,7 +111,7 @@ The teaching material is produced in various formats for running codes (jupyter
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* "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week41/ipynb/week41.ipynb"
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===== Week 42 October 16-20: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks) =====
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===== Week 42 October 16-20: Building a multi-layer perceptron code and introduction to Tensorflow =====
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@@ -123,7 +123,7 @@ The teaching material is produced in various formats for running codes (jupyter
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* "ipynb file": "https://compphysics.github.io/MachineLearning/doc/pub/week42/ipynb/week42.ipynb"
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===== Week 43 October 23-27: Deep learning, Convolutional Neural Networks and Recurrent Neural Networks =====
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===== Week 43 October 23-27: Deep learning, Solving Differential Equations with NNs and Convolutional Neural Networks) =====
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