ml_grid.model_classes.FLAMLClassifierWrapper

FLAML Classifier Wrapper.

This module provides a scikit-learn compatible wrapper for FLAML’s AutoML.

Attributes

`AutoML`
`logger`

Classes

FLAMLClassifierWrapper

A scikit-learn compatible wrapper for FLAML AutoML.

Module Contents

ml_grid.model_classes.FLAMLClassifierWrapper.AutoML = None[source]

ml_grid.model_classes.FLAMLClassifierWrapper.logger[source]

class ml_grid.model_classes.FLAMLClassifierWrapper.FLAMLClassifierWrapper(time_budget: int = 60, metric: str = 'auto', task: str = 'classification', n_jobs: int = -1, eval_method: str = 'auto', split_ratio: float = 0.2, n_splits: int = 5, log_file_name: str = 'flaml.log', seed: int = 42, verbose: int = 0, estimator_list: str | List[str] = 'auto')[source]