FinRL
FinRL framework
A platform for developing and testing algorithms for financial reinforcement learning
FinRL: Financial Reinforcement Learning. 🔥
10k stars
208 watching
2k forks
Language: Jupyter Notebook
last commit: almost 2 years agoLinked from 3 awesome lists
algorithmic-tradingdeep-reinforcement-learningdrl-algorithmsdrl-frameworkdrl-trading-agentsfinancefintechmulti-agent-learningopenai-gympythorchstock-marketsstock-tradingtensorflow2trading-tasks
wilsonfreitas/awesome-quant
ethicalml/awesome-production-machine-learning
georgezouq/awesome-ai-in-financeRelated projects:
| Repository | Description | Stars |
|---|---|---|
| ai4finance-foundation/finrl-trading | Develops an AI-based trading strategy using supervised and deep reinforcement learning techniques to select stocks and allocate assets for investment. | 2,132 |
| ai4finance-foundation/fingpt | Developing a lightweight adaptation of large language models for financial applications | 14,384 |
| ai4finance-foundation/finrobot | An AI platform designed to analyze financial data and make predictions using large language models | 1,805 |
 iffix/machin | An open-source reinforcement learning library for PyTorch, providing a simple and clear implementation of various algorithms. | 402 |
 matlab-deep-learning/reinforcement_learning_financial_trading | This project demonstrates a reinforcement learning approach to developing a financial trading model in MATLAB. | 156 |
 hudson-and-thames/mlfinlab | A comprehensive Python library for machine learning in finance | 4,004 |
 lit26/finvizfinance | Provides financial data and analysis tools for stocks, forex, crypto, and other assets. | 519 |
 flint-xf-fan/byzantine-federated-rl | Provides a framework and theoretical foundation for Federated Reinforcement Learning with Byzantine Resilience in distributed systems | 85 |
 ai-secure/crfl | This project presents a framework for robust federated learning against backdoor attacks. | 71 |
 tensortrade-org/tensortrade | A framework for building and deploying robust trading agents using reinforcement learning | 4,592 |
 albert-z-guo/deep-reinforcement-stock-trading | An open-source framework for training deep reinforcement learning models to optimize stock portfolio management | 607 |
 felixfan/fincal | A comprehensive package for time value of money calculation, time series analysis, and computational finance in R. | 22 |
 miroblog/tf_deep_rl_trader | A trading agent implemented using reinforcement learning and deep neural networks to make optimal stock market trades. | 242 |
 firmai/financial-machine-learning | A curated collection of practical financial machine learning tools and applications | 7,422 |
 openbb-finance/openbb | An AI-powered financial platform for research and analytics | 34,385 |