/Awesome_AI4Finance

A collection of practical resources by the AI4Finance Foundation

MIT LicenseMIT

Awesome AI4Finance

Financial Big Data

Financial Data Source

Project Stars Recommendation Description
FinRL-Meta 250+ ⭐⭐⭐⭐⭐
StockSharp 4.7k ⭐⭐⭐⭐
yfinance 6.7k ⭐⭐⭐
TuShare 11.4k ⭐⭐⭐

Financial Features and Technical Indicators

Project Stars Recommendation Description
TA-Lib 6.3k ⭐⭐⭐⭐⭐
Clairvoyant 2.3k ⭐⭐⭐
FinanceDatabase 950+ ⭐⭐⭐

Artificial Intelligence

Machine Learning

Project Stars Recommendation Description
ML for Trading 5.3k ⭐⭐⭐⭐⭐
Qlib 8.1k ⭐⭐⭐⭐
Stock-Prediction-Models 4.9k ⭐⭐⭐⭐
Advances in Financial ML Exercises 1.2k ⭐⭐⭐⭐
TF Quant Finance 3k ⭐⭐⭐
AlphaPy 700+ ⭐⭐⭐
ML and DS Blueprints for Finance 200+ ⭐⭐⭐
stockpredictionai 3.3k ⭐⭐
MLFinLab 2.8k ⭐⭐

Reinforcement Learning

Project Stars Recommendation Description
FinRL 3.4k ⭐⭐⭐⭐⭐
ElegantRL 1.7k ⭐⭐⭐⭐⭐
tensortrade 3.8k ⭐⭐⭐⭐
DRL-Ensemble-ICAIF-2020 1k ⭐⭐⭐⭐
gym-anytrading 950+ ⭐⭐⭐

Others

Project Stars Recommendation Description

Finance

Stock Recommendation

Project Stars Recommendation Description
Ensemble 25 ⭐⭐

Trading

Project Stars Recommendation Description
HFT-LOB-Trading-ML 900+ ⭐⭐⭐

Portfolio Management

Project Stars Recommendation Description
PyPortfolioOpt 2.6k ⭐⭐⭐⭐

High Performance Computing

Project Stars Recommendation Description
NumPy 19.7k ⭐⭐⭐⭐⭐
Azure HPC ➖ ⭐⭐⭐

Intepretation & Explainability

Trading Platform

Feedback: If you have any ideas or you want any other content to be added to this list, feel free to contribute.