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.