Difference between revisions of "Neural Networks"
From MIPAL
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* [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)] | ||
* [https://deepgenerativemodels.github.io/ Stanford Course on Deep Generative Models (Fall 2018-2019)] | * [https://deepgenerativemodels.github.io/ Stanford Course on Deep Generative Models (Fall 2018-2019)] | ||
+ | * [http://jalammar.github.io/about/ Excellent Blog on NLP (Transformers and BERT)] | ||
+ | * [http://snap.stanford.edu/proj/embeddings-www/ Graph Neural Networks] WWW-18 Tutorial |
Revision as of 00:49, 26 October 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)
- Stanford Course on Deep Generative Models (Fall 2018-2019)
- Excellent Blog on NLP (Transformers and BERT)
- Graph Neural Networks WWW-18 Tutorial