Difference between revisions of "Neural Networks"
From MIPAL
| Line 2: | Line 2: | ||
* [https://developer.nvidia.com/deep-learning-courses Nvidia deep learning course (free with exercise)] | * [https://developer.nvidia.com/deep-learning-courses Nvidia deep learning course (free with exercise)] | ||
* [http://deeplearning.net/tutorial/contents.html Deep learning tutorial] | * [http://deeplearning.net/tutorial/contents.html Deep learning tutorial] | ||
| + | * [http://info.usherbrooke.ca/hlarochelle/neural_networks/content.html Hugo Larochelle's Neural Networks course (excellent videos)] | ||
* [http://cs231n.stanford.edu/ Stanford CNN course (Spring 2015)] | * [http://cs231n.stanford.edu/ Stanford CNN course (Spring 2015)] | ||
* [http://colah.github.io/posts/2015-08-Understanding-LSTMs/ Excellent blog on LSTM] | * [http://colah.github.io/posts/2015-08-Understanding-LSTMs/ Excellent blog on LSTM] | ||
* [http://incompleteideas.net/book/bookdraft2018mar21.pdf Introduction to Reinforcement Learning (Sutton & Barto Book)] | * [http://incompleteideas.net/book/bookdraft2018mar21.pdf Introduction to Reinforcement Learning (Sutton & Barto Book)] | ||
* [https://lilianweng.github.io/lil-log/2018/04/08/policy-gradient-algorithms.html Excellent blog post on Policy Gradient Algorithms (Lilian Weng)] | * [https://lilianweng.github.io/lil-log/2018/04/08/policy-gradient-algorithms.html Excellent blog post on Policy Gradient Algorithms (Lilian Weng)] | ||
Revision as of 22:45, 4 March 2019
- Introduction to Neural Computation
- Nvidia deep learning course (free with exercise)
- Deep learning tutorial
- Hugo Larochelle's Neural Networks course (excellent videos)
- Stanford CNN course (Spring 2015)
- Excellent blog on LSTM
- Introduction to Reinforcement Learning (Sutton & Barto Book)
- Excellent blog post on Policy Gradient Algorithms (Lilian Weng)
