Easy to use recipes in diverse domains using diverse frameworks.

Q-learning

Using q-learning to play pong.

Reinforced tennis

Learning to play tennis using TensorFlow.

Gated recurrent units

Using a gated recurrent unit to classify the IMDB dataset.

Bidirectional LSTM

Classifying the IMDB dataset using a bidirectional long short-term memory.

Classification with LSTM

Classifying the IMDB dataset using long short-term memories.

Using G-drive files in colaboratory

How to import files into the colab VM.

Torch speech generator

Text generator using Torch

Adding attention

Attention using TensorFlow.

Batch normalization

A way to use less epochs, less sensitive to initialization and make regularization obsolete sometimes.