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gail_gym

Implementation of Generatve Adversarial Imitation Learning (GAIL) for classic environments from OpenAI Gym.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handwriting

Conditional handwriting generation in Theano

hids_sids_code_release

ift6135h19_assignment

improved-gan

code for the paper "Improved Techniques for Training GANs"

keras

Theano-based Deep Learning library

lasagne

Lightweight library to build and train neural networks in Theano

learning-to-reweight-examples

Code for paper "Learning to Reweight Examples for Robust Deep Learning"

localnet

manifold_mixup

Code for reproducing Manifold Mixup results (ICML 2019)

mopo

Code for MOPO: Model-based Offline Policy Optimization

neuralnet

A neural network lib based on theano

neurobricks

A theano warpper for implementing, training and analysing neural nets with convenience.

nips2015-action-conditional-video-prediction

Implementation of "Action-Conditional Video Prediction using Deep Networks in Atari Games"

nolearn

Abstractions around neural net libraries, most notably Lasagne.

ntm-lasagne

Neural Turing Machines library in Theano with Lasagne

picklable_itertools

itertools. But picklable.

pixelsnail-public

platoon

Multi-GPU mini-framework for Theano

pylearn2

A Machine Learning library based on Theano

pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

raccoon

Monitoring library for Theano

recipes

Lasagne recipes: examples, IPython notebooks, ...

recurrent-batch-normalization

recurrent-batch-normalization-1

research

Public research repository

rex_code_release

seq2seq_experiments

Learning to execute Python in Tensorflow and other Seq2seq examples

sequential-generation

Generative models and other stuff too, maybe, perhaps even probably