Ml4t Python Packages

ml4t-backtest

Event-driven backtesting engine with realistic execution, portfolio, and risk modeling.

ml4t-data

Market data acquisition, storage, and update workflows for machine learning for trading.

ml4t-engineer

Feature engineering, labeling, alternative bars, and leakage-safe datasets for financial ML.

ml4t-diagnostic

Signal diagnostics, statistical validation, and backtest evaluation for quantitative trading workflows.

ml4t-models

Finance-specific latent-factor, asset prediction, and portfolio-learning models.