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ml-lab's Projects

riddle icon riddle

Race and ethnicity Imputation from Disease history with Deep LEarning

rigl icon rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.

ringnet icon ringnet

Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision

rl-adventure icon rl-adventure

Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.

rl-adventure-2 icon rl-adventure-2

PyTorch4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-agents icon rl-agents

Implementations of Reinforcement Learning algorithms

rl-teacher icon rl-teacher

Code for Deep RL from Human Preferences [Christiano et al]. Plus a webapp for collecting human feedback

rl4as_nettrans icon rl4as_nettrans

Reinforcement Learning for Architecture Search by Network Transformation

rl_a3c_pytorch icon rl_a3c_pytorch

Reinforcement learning with implementation of A3C LSTM for Atari 2600

rlbot icon rlbot

A neural network which tries to play rocket league.

rlenvs icon rlenvs

Reinforcement learning environments for Torch7

rlgraph icon rlgraph

RLgraph: Modular computation graphs for deep reinforcement learning

rliable icon rliable

Open-source library for reliable evaluation on reinforcement learning and machine learnings benchmarks.

rllab icon rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

rmpe icon rmpe

RMPE: Regional Multi-person Pose Estimation, forked from Caffe. Research purpose only.

rnn icon rnn

Recurrent Neural Network library for Torch7's nn

rnnlg icon rnnlg

RNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

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