palma.base.engine

Module Contents

Classes

BaseOptimizer
FlamlOptimizer

class palma.base.engine.BaseOptimizer(engine_parameters: dict)

abstract property optimizer: None

abstract property estimator_: None

abstract property transformer_: None

property engine_parameters: Dict

property allow_splitter

abstract optimize(X: pandas.DataFrame, y: pandas.Series, splitter: palma.base.splitting_strategy.ValidationStrategy = None) → None

allowing_splitter(splitter)

class palma.base.engine.FlamlOptimizer(problem: str, engine_parameters: dict)

Bases: BaseOptimizer

property optimizer: flaml.AutoML

property estimator_: sklearn.base.BaseEstimator

property transformer_: flaml.data.DataTransformer

property allow_splitter

optimize(X: pandas.DataFrame, y: pandas.DataFrame, splitter: palma.base.splitting_strategy.ValidationStrategy = None) → None