1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
|
"""
.. 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`
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
# 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
# utils functions
from .utils import dist, unif, tic, toc, toq
__version__ = "0.8.0dev"
__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',
'max_sliced_wasserstein_distance',
'smooth', 'stochastic', 'unbalanced', 'partial', 'regpath']
|