Theories of Deep Learning (STATS 385)
- Inception
Going deeper with convolutoins
Rethinking the Inception Architecture for Computer Vision
The List of Pretrained Word Embeddings
A GloVe implementation in Python
Recurrent Neural Network Tutorial Part 1 - 4
The Unreasonable Effectiveness of Recurrent Neural Networks
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling (Forget bias of LSTM)
A Simple Way to Initialize Recurrent Networks of Rectified Linear Units
Simple Reinforcement Learning with Tensorflow part 0 part 1