102 lines
3.3 KiB
Python
102 lines
3.3 KiB
Python
"""
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The :mod:`sklearn.datasets` module includes utilities to load datasets,
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including methods to load and fetch popular reference datasets. It also
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features some artificial data generators.
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"""
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from ._base import load_breast_cancer
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from ._base import load_boston
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from ._base import load_diabetes
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from ._base import load_digits
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from ._base import load_files
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from ._base import load_iris
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from ._base import load_linnerud
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from ._base import load_sample_images
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from ._base import load_sample_image
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from ._base import load_wine
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from ._base import get_data_home
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from ._base import clear_data_home
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from ._covtype import fetch_covtype
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from ._kddcup99 import fetch_kddcup99
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from ._lfw import fetch_lfw_pairs
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from ._lfw import fetch_lfw_people
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from ._twenty_newsgroups import fetch_20newsgroups
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from ._twenty_newsgroups import fetch_20newsgroups_vectorized
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from ._openml import fetch_openml
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from ._samples_generator import make_classification
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from ._samples_generator import make_multilabel_classification
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from ._samples_generator import make_hastie_10_2
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from ._samples_generator import make_regression
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from ._samples_generator import make_blobs
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from ._samples_generator import make_moons
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from ._samples_generator import make_circles
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from ._samples_generator import make_friedman1
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from ._samples_generator import make_friedman2
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from ._samples_generator import make_friedman3
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from ._samples_generator import make_low_rank_matrix
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from ._samples_generator import make_sparse_coded_signal
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from ._samples_generator import make_sparse_uncorrelated
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from ._samples_generator import make_spd_matrix
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from ._samples_generator import make_swiss_roll
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from ._samples_generator import make_s_curve
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from ._samples_generator import make_sparse_spd_matrix
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from ._samples_generator import make_gaussian_quantiles
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from ._samples_generator import make_biclusters
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from ._samples_generator import make_checkerboard
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from ._svmlight_format_io import load_svmlight_file
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from ._svmlight_format_io import load_svmlight_files
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from ._svmlight_format_io import dump_svmlight_file
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from ._olivetti_faces import fetch_olivetti_faces
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from ._species_distributions import fetch_species_distributions
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from ._california_housing import fetch_california_housing
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from ._rcv1 import fetch_rcv1
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__all__ = [
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"clear_data_home",
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"dump_svmlight_file",
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"fetch_20newsgroups",
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"fetch_20newsgroups_vectorized",
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"fetch_lfw_pairs",
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"fetch_lfw_people",
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"fetch_olivetti_faces",
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"fetch_species_distributions",
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"fetch_california_housing",
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"fetch_covtype",
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"fetch_rcv1",
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"fetch_kddcup99",
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"fetch_openml",
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"get_data_home",
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"load_boston",
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"load_diabetes",
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"load_digits",
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"load_files",
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"load_iris",
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"load_breast_cancer",
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"load_linnerud",
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"load_sample_image",
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"load_sample_images",
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"load_svmlight_file",
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"load_svmlight_files",
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"load_wine",
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"make_biclusters",
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"make_blobs",
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"make_circles",
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"make_classification",
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"make_checkerboard",
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"make_friedman1",
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"make_friedman2",
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"make_friedman3",
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"make_gaussian_quantiles",
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"make_hastie_10_2",
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"make_low_rank_matrix",
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"make_moons",
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"make_multilabel_classification",
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"make_regression",
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"make_s_curve",
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"make_sparse_coded_signal",
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"make_sparse_spd_matrix",
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"make_sparse_uncorrelated",
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"make_spd_matrix",
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"make_swiss_roll",
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]
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