diff options
Diffstat (limited to 'ot/__init__.py')
| -rw-r--r-- | ot/__init__.py | 32 |
1 files changed, 2 insertions, 30 deletions
diff --git a/ot/__init__.py b/ot/__init__.py index 89c7936..0e6e2e2 100644 --- a/ot/__init__.py +++ b/ot/__init__.py @@ -1,34 +1,5 @@ """ -This is the main module of the POT toolbox. It provides easy access to -a number of sub-modules and functions described below. - -.. note:: - - - Here is a list of the submodules and short description of what they contain. - - - :any:`ot.lp` contains OT solvers for the exact (Linear Program) OT problems. - - :any:`ot.bregman` contains OT solvers for the entropic OT problems using - Bregman projections. - - :any:`ot.lp` contains OT solvers for the exact (Linear Program) OT problems. - - :any:`ot.smooth` contains OT solvers for the regularized (l2 and kl) smooth OT - problems. - - :any:`ot.gromov` contains solvers for Gromov-Wasserstein and Fused Gromov - Wasserstein problems. - - :any:`ot.optim` contains generic solvers OT based optimization problems - - :any:`ot.da` contains classes and function related to Monge mapping - estimation and Domain Adaptation (DA). - - :any:`ot.gpu` contains GPU (cupy) implementation of some OT solvers - - :any:`ot.dr` contains Dimension Reduction (DR) methods such as Wasserstein - Discriminant Analysis. - - :any:`ot.utils` contains utility functions such as distance computation and - timing. - - :any:`ot.datasets` contains toy dataset generation functions. - - :any:`ot.plot` contains visualization functions - - :any:`ot.stochastic` contains stochastic solvers for regularized OT. - - :any:`ot.unbalanced` contains solvers for regularized unbalanced OT. - .. warning:: The list of automatically imported sub-modules is as follows: :py:mod:`ot.lp`, :py:mod:`ot.bregman`, :py:mod:`ot.optim` @@ -61,6 +32,7 @@ from . import gromov from . import smooth from . import stochastic from . import unbalanced +from . import partial # OT functions from .lp import emd, emd2, emd_1d, emd2_1d, wasserstein_1d @@ -71,7 +43,7 @@ from .da import sinkhorn_lpl1_mm # utils functions from .utils import dist, unif, tic, toc, toq -__version__ = "0.6.0" +__version__ = "0.7.0" __all__ = ['emd', 'emd2', 'emd_1d', 'sinkhorn', 'sinkhorn2', 'utils', 'datasets', 'bregman', 'lp', 'tic', 'toc', 'toq', 'gromov', |