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"""Enables Successive Halving search-estimators
The API and results of these estimators might change without any deprecation
cycle.
Importing this file dynamically sets the
:class:`~sklearn.model_selection.HalvingRandomSearchCV` and
:class:`~sklearn.model_selection.HalvingGridSearchCV` as attributes of the
`model_selection` module::
>>> # explicitly require this experimental feature
>>> from sklearn.experimental import enable_halving_search_cv # noqa
>>> # now you can import normally from model_selection
>>> from sklearn.model_selection import HalvingRandomSearchCV
>>> from sklearn.model_selection import HalvingGridSearchCV
The ``# noqa`` comment comment can be removed: it just tells linters like
flake8 to ignore the import, which appears as unused.
"""
from .. import model_selection
from ..model_selection._search_successive_halving import (
HalvingGridSearchCV,
HalvingRandomSearchCV,
)
# use settattr to avoid mypy errors when monkeypatching
setattr(model_selection, "HalvingRandomSearchCV", HalvingRandomSearchCV)
setattr(model_selection, "HalvingGridSearchCV", HalvingGridSearchCV)
model_selection.__all__ += ["HalvingRandomSearchCV", "HalvingGridSearchCV"]
|
