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.