fangyawei Goto Github PK

agentf

Basic reinforcement learning exploration with financial data.

ai-trader

📈 Base on AI(RL/LSTM) algorithm to trade stock or features

automatedstocktrading-deepq-learning

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

awesome-ai-in-finance

🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market.

deep-reinforcement-stock-trading

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

dsr

differential Sharpe ratio

forextrader

Matlab framework for forex trading analysis

moneymaker

Algorithmic trading with Deep Learning

nn

feedforward，backPropagate，nn

olps

Online Portfolio Selection toolbox

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).

pyti

Python library of various financial technical indicators

q-trader

Deep Q-learning driven stock trader bot

quantcon2018

reinforcement_learning_for_stock_prediction

This is the code for "Reinforcement Learning for Stock Prediction" By Siraj Raval on Youtube

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rl_markets

Market Making via Reinforcement Learning

rlkit

Collection of reinforcement learning algorithms

tradingrrl

Implementations of FX trading with RRL

tradzqai

Trading environnement for RL agents, backtesting and training.