Local-first equity research tool. Screens ~1,400 SEC-registered tickers, benchmarks each company against industry peers, and runs walk-forward Lite/Pro ML ensembles. Daily report at market close, no cloud, runs on your laptop.
python machine-learning scikit-learn xgboost lightgbm quantitative-finance sec-edgar industry-classification backtesting fundamental-analysis stock-screener fastapi local-first walk-forward-validation peer-benchmarking
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Updated
Jul 17, 2026 - Python