mlprimitives.adapters.featuretools module

class mlprimitives.adapters.featuretools.DFS(encode=False, remove_low_information=False, index=None, time_index=None, target_entity=None, agg_primitives=None, trans_primitives=None, max_depth=2, max_features=-1, training_window=None, n_jobs=1, verbose=False, copy=True)

Bases: object

calculate_feature_matrix(X, target_entity=None, entityset=None, entities=None, relationships=None)

dfs(X=None, target_entity=None, entityset=None, entities=None, relationships=None)

features = None

mlprimitives.adapters.featuretools.add_relationship(entityset, parent, parent_column, child, child_column)

mlprimitives.adapters.featuretools.entity_from_dataframe(entityset_id, entity_id, dataframe, entityset=None, index=None, variable_types=None, make_index=False, time_index=None, secondary_time_index=None, already_sorted=False)