palma.base.engine

Classes

BaseOptimizer
FlamlOptimizer

Module Contents

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

__engine_parameters

__date

__run_id = ''

_problem = 'unknown'

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

property best_model_: None

Abstractmethod:

property transformer_: None

Abstractmethod:

property engine_parameters: Dict

property allow_splitter

allowing_splitter(splitter)

start(project: Project)

property run_id: str

property problem

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

Bases: BaseOptimizer

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

property best_model_: sklearn.base.BaseEstimator

property transformer_

property allow_splitter