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--- start [2023/10/26 15:58] – [October] anderson
+++ start [2023/10/26 16:00] – [October] anderson
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 | Week 8:\\  Oct 10, 12  | Classification with Nonlinear Logistic Regression. Introduction to Reinforcement Learning.  | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/11 Classification with Nonlinear Logistic Regression Using Neural Networks.ipynb|11 Classification with Nonlinear Logistic Regression Using Neural Networks]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/12 Introduction to Reinforcement Learning.ipynb|12 Introduction to Reinforcement Learning]]  | |
 | Week 9:\\  Oct 17, 19  | Reinforcement learning with Q Function as Neural Network. Learning to play games. | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/13 Reinforcement Learning with Neural Networks as Q Function.ipynb|13 Reinforcement Learning with Neural Networks as Q Function]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/14 Targets and Deltas Summary.ipynb|14 Targets and Deltas Summary]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/15 Reinforcement Learning for Two Player Games.ipynb|15 Reinforcement Learning for Two Player Games]]  | [[https://lastweekin.ai/p/241|Last Week in AI]]\\ [[https://www.cbsnews.com/news/geoffrey-hinton-ai-dangers-60-minutes-transcript/?utm_source=substack&utm_medium=email|Geoffrey Hinton: AI Dangers, on 60 Minutes]]  | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/A4 Neural Network Classifier.ipynb|A4 Neural Network Classifier]] due Wednesday, October 18th, 10:00 PM  |
-| Week 10:\\  Oct 24, 26  | Modular framework for reinforcement learning. Convolutional Neural Networks. Pytorch.  | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/16 Modular Framework for Reinforcement Learning.ipynb|16 Modular Framework for Reinforcement Learning]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/17 Convolutional Neural Networks.ipynb|17 Convolutional Neural Networks]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/18 Introduction to Pytorch.ipynb|18 Introduction to Pytorch]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/19 Convolutional Neural Networks in Pytorch.ipynb|19 Convolutional Neural Networks in Pytorch]]  | | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/Project Proposal and Report Example.ipynb|Project proposal]] due at 10 pm Friday evening, October 27th.  |
+| Week 10:\\  Oct 24, 26  | Modular framework for reinforcement learning. Convolutional Neural Networks.   | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/16 Modular Framework for Reinforcement Learning.ipynb|16 Modular Framework for Reinforcement Learning]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/17 Convolutional Neural Networks.ipynb|17 Convolutional Neural Networks]]  | | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/Project Proposal and Report Example.ipynb|Project proposal]] due at 10 pm Friday evening, October 27th.  |
 ===== November =====
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 |< 100% 18% 20% 22% 20% 20%  >|
 ^  Week      ^  Topic      ^  Lecture Notes  ^  Reading          ^  Assignments  ^
-| Week 11:\\  Oct 31 Nov 2  | Recurrent neural networks.  | | | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/A5 Reinforcement Learning.ipynb|A5 Reinforcement Learning]] due Friday, Nov 3rd, 10:00 PM. <color red>This notebook and a5.zip were updated slightly Oct. 26th, 11:00 AM. </color>  |
+| Week 11:\\  Oct 31 Nov 2  | Pytorch and Convolutional Neural Networks  | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/18 Introduction to Pytorch.ipynb|18 Introduction to Pytorch]]\\ [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/19 Convolutional Neural Networks in Pytorch.ipynb|19 Convolutional Neural Networks in Pytorch]]  | | [[https://nbviewer.org/url/www.cs.colostate.edu/~anderson/cs545/notebooks/A5 Reinforcement Learning.ipynb|A5 Reinforcement Learning]] due Friday, Nov 3rd, 10:00 PM. <color red>This notebook and a5.zip were updated slightly Oct. 26th, 11:00 AM. </color>  |
 | Week 12:\\  Nov 7, 9  | Unsupervised learning. Dimensionality reduction. Autoencorders. | | |
 | Week 13:\\  Nov 14, 16  | Clustering.  | | |