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alphatrader

An implementation of a stock market trading bot, which uses Deep Q Learning

bitcoin-trader-rl

A profitable cryptocurrency trading environment using deep reinforcement learning and OpenAI's gym

datasets

Datasets used in Plotly examples and documentation

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

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

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dl_papers

深度学习论文笔记

go-binance

A Go SDK for Binance API

meta-labeling

Code base for the meta-labeling papers published with the Journal of Financial Data Science

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mlfinlab

order_imbalance_hft

非平衡订单流高频交易模型

pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

python-100-days

Python - 100天从新手到大师

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rlquant

Applying Reinforcement Learning in Quantitative Trading

rqalpha

A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities

tensortrade

An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.

thenextquant

Asynchronous driven quantitative trading framework.

thousandtrading

Quantized transaction strategy open source

thunder-trade-zpquant

基于高频交易系统thunder-trade开发，主要适用于web版本的monitor的 代码管理

tradinggym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.