Orchestrator

Orchestrator

class Orchestrator(tasks, datasets, strategies, cv, results)[source]

Fit and predict one or more estimators on one or more datasets.

Methods

fit([overwrite_fitted_strategies, verbose])	Fit strategies on datasets.
fit_predict([overwrite_predictions, ...])	Fit and predict.
predict([overwrite_predictions, ...])	Predict from saved fitted strategies.

fit(overwrite_fitted_strategies=False, verbose=False)[source]

Fit strategies on datasets.

predict(overwrite_predictions=False, predict_on_train=False, verbose=False)[source]

Predict from saved fitted strategies.

fit_predict(overwrite_predictions=False, predict_on_train=False, save_fitted_strategies=True, overwrite_fitted_strategies=False, verbose=False)[source]

Fit and predict.