TradingGym
Trading simulator
A toolkit for training and backtesting reinforcement learning algorithms in trading environments.
Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
2k stars
106 watching
353 forks
Language: Python
last commit: 9 months ago
Linked from 2 awesome lists
backtestbacktesting-trading-strategiespythonreinforcement-learningtradingtrading-apitrading-bottrading-platformtrading-simulatortrading-strategies
Related projects:
Repository | Description | Stars |
---|---|---|
kismuz/btgym | A framework for running reinforcement learning experiments in real-world algorithmic trading environments | 988 |
hackthemarket/gym-trading | An environment for testing and training reinforcement learning models to make trading decisions based on historical market data | 704 |
thedimlebowski/trading-gym | A reinforcement learning framework for developing trading strategies | 550 |
tradingstrategy-ai/getting-started | A repository providing examples and tools for developing and backtesting algorithmic trading strategies in Python. | 59 |
constverum/quantdom | Framework for testing and evaluating trading strategies using Python | 717 |
nkaz001/hftbacktest | A framework for simulating high-frequency trading and market-making strategies with realistic latency and order book simulations. | 1,991 |
kkuette/tradzqai | An environment and framework for training reinforcement learning agents to make trading decisions on cryptocurrency markets. | 165 |
quantrocket-llc/moonshot | A backtesting and trading engine for algorithmic traders, designed to facilitate rapid experimentation and research iteration. | 204 |
letianzj/quanttrader | A Python-based backtesting and live trading package for quantitative traders. | 531 |
tradingstrategy-ai/trading-strategy | A Python framework for developing algorithmic trading strategies on decentralized exchanges. | 232 |
kh-kim/stock_market_reinforcement_learning | Provides a general environment for stock market trading simulation using OpenAI Gym and reinforcement learning algorithms | 791 |
liamconnell/deep-algotrading | A project demonstrating the application of deep learning techniques to financial data and algorithmic trading | 234 |
snjyor/quant_backtest | Backtesting platform for cryptocurrency trading strategies on Binance and Bitfinex data | 6 |
matlab-deep-learning/reinforcement_learning_financial_trading | This project demonstrates a reinforcement learning approach to developing a financial trading model in MATLAB. | 154 |
edtechre/pybroker | A Python framework for developing algorithmic trading strategies using machine learning and data science techniques. | 2,062 |