TunableTransformer
- class lightautoml.transformers.text.TunableTransformer(default_params=None, freeze_defaults=True)[source]
Bases:
LAMLTransformer
Base class for ML transformers.
Assume that parameters my set before training.
- Parameters:
- property params
Parameters.
- Returns:
Dict.
- init_params_on_input(dataset)[source]
Init params depending on input data.
- Parameters:
dataset (
Union
[NumpyDataset
,PandasDataset
]) – Dataset.- Return type:
- Returns:
Dict with model hyperparameters.