partial with tests

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diff --git a/ot/__init__.py b/ot/__init__.py
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-"""
-
-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`
-    :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
-
-# 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
-
-# utils functions
-from .utils import dist, unif, tic, toc, toq
-
-__version__ = "0.6.0"
-
-__all__ = ['emd', 'emd2', 'emd_1d', 'sinkhorn', 'sinkhorn2', 'utils', 'datasets',
-           'bregman', 'lp', 'tic', 'toc', 'toq', 'gromov',
-           'emd_1d', 'emd2_1d', 'wasserstein_1d',
-           'dist', 'unif', 'barycenter', 'sinkhorn_lpl1_mm', 'da', 'optim',
-           'sinkhorn_unbalanced', 'barycenter_unbalanced',
-           'sinkhorn_unbalanced2']