Local-first stock research pipeline with ensemble ML models
| Strategy | SPY | |
|---|---|---|
| Total Return | -1.22% | -14.03% |
| Max Drawdown | -13.89% | -14.15% |
| Month | Strategy | SPY | Excess |
|---|---|---|---|
| 2026-01 | +1.37% | -4.54% | +6.08% |
| 2026-02 | +4.89% | -3.66% | +8.73% |
| 2026-03 | -7.09% | -6.51% | -0.62% |
BUY/SELL signals across 900+ tickers using multi-horizon ML confidence scoring, technical indicators, and macro regime analysis. Updated daily after market open.
Daily Market Report (2026-03-13)MktML is an open-source, local-first market analysis tool. It uses ensemble ML (RandomForest + GradientBoosting + XGBoost) across 3 time horizons (5d, 10d, 30d) with 124 features including technicals, macro, dividends, news sentiment, and qualitative factors. Runs entirely on your machine with no cloud dependencies.
Not financial advice. Signals are for research and educational purposes only.
GitHub Repository