Justin Chen's starred repositories
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Arcade-Learning-Environment
The Arcade Learning Environment (ALE) -- a platform for AI research.
DQN_tensorflow
Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
improved-gan
Code for the paper "Improved Techniques for Training GANs"
Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
practical4
Implementing your own layer
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
dcgan_code
Deep Convolutional Generative Adversarial Networks
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
DeepMind-Atari-Deep-Q-Learner
The original code from the DeepMind article + my tweaks
neuraltalk2
Efficient Image Captioning code in Torch, runs on GPU
awesome-random-forest
Random Forest - a curated list of resources regarding random forest
awesome-rl
Reinforcement learning resources curated
deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
convnet-benchmarks
Easy benchmarking of all publicly accessible implementations of convnets