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.. _real_world_datasets:
Real world datasets
===================
.. currentmodule:: sklearn.datasets
scikit-learn provides tools to load larger datasets, downloading them if
necessary.
They can be loaded using the following functions:
.. autosummary::
fetch_olivetti_faces
fetch_20newsgroups
fetch_20newsgroups_vectorized
fetch_lfw_people
fetch_lfw_pairs
fetch_covtype
fetch_rcv1
fetch_kddcup99
fetch_california_housing
fetch_species_distributions
.. include:: ../../sklearn/datasets/descr/olivetti_faces.rst
.. include:: ../../sklearn/datasets/descr/twenty_newsgroups.rst
.. include:: ../../sklearn/datasets/descr/lfw.rst
.. include:: ../../sklearn/datasets/descr/covtype.rst
.. include:: ../../sklearn/datasets/descr/rcv1.rst
.. include:: ../../sklearn/datasets/descr/kddcup99.rst
.. include:: ../../sklearn/datasets/descr/california_housing.rst
.. include:: ../../sklearn/datasets/descr/species_distributions.rst
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