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__init__.py
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"""Various utilities to help with development."""
# Authors: The scikit-learn developers
# SPDX-License-Identifier: BSD-3-Clause
from sklearn.exceptions import DataConversionWarning
from sklearn.utils import metadata_routing
from sklearn.utils._bunch import Bunch
from sklearn.utils._chunking import gen_batches, gen_even_slices
# Make _safe_indexing importable from here for backward compat as this particular
# helper is considered semi-private and typically very useful for third-party
# libraries that want to comply with scikit-learn's estimator API. In particular,
# _safe_indexing was included in our public API documentation despite the leading
# `_` in its name.
from sklearn.utils._indexing import _safe_indexing, resample, shuffle
from sklearn.utils._mask import safe_mask
from sklearn.utils._repr_html.base import _HTMLDocumentationLinkMixin # noqa: F401
from sklearn.utils._repr_html.estimator import estimator_html_repr
from sklearn.utils._sparse import _align_api_if_sparse
from sklearn.utils._tags import (
ClassifierTags,
InputTags,
RegressorTags,
Tags,
TargetTags,
TransformerTags,
get_tags,
)
from sklearn.utils.class_weight import compute_class_weight, compute_sample_weight
from sklearn.utils.deprecation import deprecated
from sklearn.utils.discovery import all_estimators
from sklearn.utils.extmath import safe_sqr
from sklearn.utils.murmurhash import murmurhash3_32
from sklearn.utils.validation import (
as_float_array,
assert_all_finite,
check_array,
check_consistent_length,
check_random_state,
check_scalar,
check_symmetric,
check_X_y,
column_or_1d,
indexable,
)
__all__ = [
"Bunch",
"ClassifierTags",
"DataConversionWarning",
"InputTags",
"RegressorTags",
"Tags",
"TargetTags",
"TransformerTags",
"_align_api_if_sparse",
"_safe_indexing",
"all_estimators",
"as_float_array",
"assert_all_finite",
"check_X_y",
"check_array",
"check_consistent_length",
"check_random_state",
"check_scalar",
"check_symmetric",
"column_or_1d",
"compute_class_weight",
"compute_sample_weight",
"deprecated",
"estimator_html_repr",
"gen_batches",
"gen_even_slices",
"get_tags",
"indexable",
"metadata_routing",
"murmurhash3_32",
"resample",
"safe_mask",
"safe_sqr",
"shuffle",
]