"""tradingbot: a 5-minute gold/forex ML trading research framework. Sub-packages: data - data download, loading, cleaning and feature engineering models - the three model approaches (tree ensemble, neural ensemble, manager) signals - turning model predictions into risk-managed trade signals backtest - walk-forward optimization and performance metrics viz - signal / performance visualization """ __version__ = "0.1.0"