Welcome to PyFundLib’s documentation!¶
PyFundLib — The Ultimate Python Framework for Algorithmic Trading & ML Alpha
A complete, production-grade quant stack: backtesting, ML predictions, live execution, automation, and beautiful reporting — all in pure Python.
Features¶
Institutional-grade backtester
Full ML pipeline (LSTM, XGBoost, RF) with MLflow
Per-ticker model registry & versioning
Live trading (Alpaca, Zerodha, IBKR)
24/7 automation with scheduler
Beautiful CLI, plots, and reports
One-command deployment
Quickstart¶
pip install pyfundlib
pyfundlib backtest SPY --strategy ml_random_forest
pyfundlib automate --mode paper