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aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

alpha-zero-general

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

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

apex

A continuous deep reinforcement learning framework for robotics

architect-awesome

后端架构师技术图谱

architecture.of.internet-product

互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/Google/Facebook/Amazon/eBay的架构，欢迎PR补充

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-rl

For deep RL and the future of AI.

awesome-rl-nlp

Curated Reinforcement Learning Resources for Natural Language Processing

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bigramtopicwordembedding

build-your-own-x

🤓 Build your own (insert technology here)

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

charactereval

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

cmake-ide

Use Emacs as a C/C++ IDE

coding-interview-university

A complete computer science study plan to become a software engineer.

colossalai

Making large AI models cheaper, faster and more accessible

cross-lingual-topic-model

A topic model which can identify bilingual topics across unaligned corpus using dictionary. An implementation of the paper "Detecting Common Discussion Topics Across Culture From News Reader Comments (Shi et al., ACL2016)"

ddpg-pytorch

Deep Deterministic Policy Gradient implemented in PyTorch for DeepMind Control Suite

deep-cfr

Scalable Implementation of Deep CFR and Single Deep CFR

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook

MIT Deep Learning Book in PDF format

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

deeprl_algorithms

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)