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"""
.. warning::
The list of automatically imported sub-modules is as follows:
:py:mod:`ot.lp`, :py:mod:`ot.bregman`, :py:mod:`ot.optim`
:py:mod:`ot.utils`, :py:mod:`ot.datasets`,
:py:mod:`ot.gromov`, :py:mod:`ot.smooth`
:py:mod:`ot.stochastic`, :py:mod:`ot.partial`, :py:mod:`ot.regpath`
, :py:mod:`ot.unbalanced`.
The following sub-modules are not imported due to additional dependencies:
- :any:`ot.dr` : depends on :code:`pymanopt` and :code:`autograd`.
- :any:`ot.gpu` : depends on :code:`cupy` and a CUDA GPU.
- :any:`ot.plot` : depends on :code:`matplotlib`
"""
# Author: Remi Flamary <remi.flamary@unice.fr>
# Nicolas Courty <ncourty@irisa.fr>
#
# License: MIT License
# All submodules and packages
from . import lp
from . import bregman
from . import optim
from . import utils
from . import datasets
from . import da
from . import gromov
from . import smooth
from . import stochastic
from . import unbalanced
from . import partial
from . import backend
from . import regpath
from . import weak
from . import factored
# OT functions
from .lp import emd, emd2, emd_1d, emd2_1d, wasserstein_1d
from .bregman import sinkhorn, sinkhorn2, barycenter
from .unbalanced import (sinkhorn_unbalanced, barycenter_unbalanced,
sinkhorn_unbalanced2)
from .da import sinkhorn_lpl1_mm
from .sliced import sliced_wasserstein_distance, max_sliced_wasserstein_distance
from .gromov import (gromov_wasserstein, gromov_wasserstein2,
gromov_barycenters, fused_gromov_wasserstein, fused_gromov_wasserstein2)
from .weak import weak_optimal_transport
from .factored import factored_optimal_transport
# utils functions
from .utils import dist, unif, tic, toc, toq
__version__ = "0.8.2"
__all__ = ['emd', 'emd2', 'emd_1d', 'sinkhorn', 'sinkhorn2', 'utils',
'datasets', 'bregman', 'lp', 'tic', 'toc', 'toq', 'gromov',
'emd2_1d', 'wasserstein_1d', 'backend',
'dist', 'unif', 'barycenter', 'sinkhorn_lpl1_mm', 'da', 'optim',
'sinkhorn_unbalanced', 'barycenter_unbalanced',
'sinkhorn_unbalanced2', 'sliced_wasserstein_distance',
'gromov_wasserstein', 'gromov_wasserstein2', 'gromov_barycenters', 'fused_gromov_wasserstein', 'fused_gromov_wasserstein2',
'max_sliced_wasserstein_distance', 'weak_optimal_transport',
'factored_optimal_transport',
'smooth', 'stochastic', 'unbalanced', 'partial', 'regpath']
|
