API Reference

Complete API documentation for SignalFlow components.

Modules

• High-Level API — Backtest, FlowBuilder, FlowResult, shortcuts, exceptions
• Configuration — Flow configuration, FlowDAG, YAML loading, ArtifactSchema
• Core — Data containers (RawData, Signals), registry, semantic decorators
• Data — Exchange loaders, OHLCV resampling, storage backends
• Detector — Signal detection algorithms
• Feature — Feature extraction, FeaturePipeline, informativeness
• Labeler — Triple Barrier, Fixed Horizon, Trend Scanning, Volatility
• Validator — ML-based signal validation (sklearn, LightGBM, XGBoost)
• Strategy — Runners, brokers, entry/exit rules, sizing, state, monitoring
• Analytic — Monte Carlo, Bootstrap CI, significance tests (Numba)
• Visualization — D3.js flow graph, Mermaid export
• CLI — Command-line interface
• Technical Analysis (ta) — 189+ indicators from signalflow-ta