KeAWang

google-research

Google Research

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

sonnet

TensorFlow-based neural network library

modin

Modin: Scale your Pandas workflows by changing a single line of code

DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

ELF

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

Ax

Adaptive Experimentation Platform

pyrobot

PyRobot: An Open Source Robotics Research Platform

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

ipympl

Matplotlib Jupyter Integration

softlearning

Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.

pytorch_memlab

Profiling and inspecting memory in pytorch

texar-pytorch

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

bdl-benchmarks

Bayesian Deep Learning Benchmarks

tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

mbbl

simple_rl

A simple framework for experimenting with Reinforcement Learning in Python.

spinning-up-basic

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

handful-of-trials-pytorch

Unofficial Pytorch code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

firedup

Clone of OpenAI's Spinning Up in PyTorch

LOLA_DiCE

Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)

me-trpo

Conjugate-Gradient

Painless conjugate gradient notebooks

deep_learning_tips_and_tricks