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"""
The :mod:`sklearn.svm.sparse` module includes Support Vector Machine algorithms
for sparse matrices.
This module should have the same API as :mod:`sklearn.svm`, except
that matrices are expected to be in some sparse format supported by
scipy.sparse.
.. note::
Some fields, like `dual_coef_` are not sparse matrices strictly speaking.
However, they are converted to a sparse matrix for consistency and
efficiency when multiplying to other sparse matrices.
"""
# see http://scikit-learn.sourceforge.net/modules/svm.html
# Author: Fabian Pedregosa <fabian.pedregosa@inria.fr> with help from
# the scikit-learn community.
# License: New BSD, (C) INRIA 2010
from .classes import SVC, NuSVC, SVR, NuSVR, OneClassSVM, LinearSVC
from .. import libsvm_sparse as libsvm
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