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active-qa

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

alphazero_chinesechess

arctic-captions

atari-py

An `openai/atari-py` fork with Windows support and removed zlib/libpng dependencies. Binaries (wheels) are on "Releases" tab.

awd-lstm-lm

awesome-deep-rl

This project is for learning and researching on Deep RL. Maintained by University AI researchers.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

chinesechess-alphazero

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

code_search

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

da-rnn

Implementation of DA-RNN (arXiv:1704.02971) :construction:

deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

deeplearningnotes

机器学习和量化分析学习进行中

deterministic-gail-pytorch

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

duel-staged-attention-for-nyc-weather-prediction

Dual Staged Attention Model for Time Series prediction

elf

ELF: a platform for game research

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

event_driven_stock_prediction

This project is about event-driven stock prediction

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

ffdl

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

gail_gym

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

gcn

Implementation of Graph Convolutional Networks in TensorFlow

git_codes

gitignore

A collection of useful .gitignore templates

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-extensions

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)