MehdiChelh / Zoo

Statistics, Data Science, Deep Learning and Reinforcement Learning

Zoo

This repo is for my own educational purpose.

Statistics, Data Science, Deep Learning and Reinforcement Learning.

Content by folder

Deep Learning

Notebooks:

• [Draft] GRU and LSTM : Simple implementation of GRU and LSTM layers
• [Draft] RNN - Sine Wave. Experimenting with RNN, trying to get the intuition/feeling.
• [Draft] Bayes by backprop. Blundell C. et al. Weight Uncertainty in Neural Networks (arXiv)

Reinforcement Learning

Notebooks:

• [Draft] Reinforcement learning - SARSA, epsilon-greedy policy and UCB strategies (UCL Course on RL)