bshahr

launchpad

dm_control

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

acme

A library of reinforcement learning components and agents

learning-to-communicate

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

awesome-deep-learning-papers

The most cited deep learning papers

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

ViZDoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.

torch-pastalog

A Torch interface for pastalog - simple, realtime visualization of neural network training performance

astar-sampling

A generic Monte Carlo method based on the Gumbel-Max trick.

python-torchfile

Deserialize Lua torch-serialized objects from Python

torch-decomposition

Component Analysis using Torch7 (PCA, Whitened PCA, LDA, LPP, NPP, FastICA)

torch7

http://torch.ch

nn

pybo

Python package for modular Bayesian optimization

crossvalidate

Perform parallelized cross-validation.

dropout

A theano implementation of Hinton's dropout.

trevoro.github.com

public repo