зеркало из https://github.com/microsoft/LightGBM.git
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@ -3,9 +3,9 @@
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"""pandas"""
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try:
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from pandas import concat
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from pandas import Series as pd_Series
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from pandas import DataFrame as pd_DataFrame
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from pandas import Series as pd_Series
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from pandas import concat
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from pandas.api.types import is_sparse as is_dtype_sparse
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PANDAS_INSTALLED = True
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except ImportError:
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@ -57,17 +57,17 @@ except ImportError:
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"""sklearn"""
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try:
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from sklearn.base import BaseEstimator
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from sklearn.base import RegressorMixin, ClassifierMixin
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from sklearn.base import BaseEstimator, ClassifierMixin, RegressorMixin
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from sklearn.preprocessing import LabelEncoder
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from sklearn.utils.class_weight import compute_sample_weight
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from sklearn.utils.multiclass import check_classification_targets
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from sklearn.utils.validation import assert_all_finite, check_X_y, check_array
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from sklearn.utils.validation import (assert_all_finite, check_array,
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check_X_y)
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try:
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from sklearn.model_selection import StratifiedKFold, GroupKFold
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from sklearn.exceptions import NotFittedError
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from sklearn.model_selection import GroupKFold, StratifiedKFold
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except ImportError:
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from sklearn.cross_validation import StratifiedKFold, GroupKFold
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from sklearn.cross_validation import GroupKFold, StratifiedKFold
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from sklearn.utils.validation import NotFittedError
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try:
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from sklearn.utils.validation import _check_sample_weight
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