This page lists selected posts from WILDML- AI, DEEP LEARNING, NLP about TensorFlow, machine learning, reinforcement learning and NLP. (his reinforcement learning GitHub repo)
- LEARNING REINFORCEMENT LEARNING (WITH CODE, EXERCISES AND SOLUTIONS) – (October 2, 2016)
Skip all the talk and go directly to the Github Repo with code and exercises.
- RNNS IN TENSORFLOW, A PRACTICAL GUIDE AND UNDOCUMENTED FEATURES ( August 21, 2016) – github repo
- ATTENTION AND MEMORY IN DEEP LEARNING AND NLP (January 3, 2016)
- IMPLEMENTING A CNN FOR TEXT CLASSIFICATION IN TENSORFLOW (December 11, 2015)
The full code is available on Github – the author keeps updating it.
- UNDERSTANDING CONVOLUTIONAL NEURAL NETWORKS FOR NLP (November 7,2015)
