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* W circle + SSW
* Tests + Example SSW_1
* Example Wasserstein Circle + Tests
* Wasserstein on the circle wrt Unif
* Example SSW unif
* pep8
* np.linalg.qr for numpy < 1.22 by batch + add python3.11 to tests
* np qr
* rm test python 3.11
* update names, tests, backend transpose
* Comment error batchs
* semidiscrete_wasserstein2_unif_circle example
* torch permute method instead of torch.permute for previous versions
* update comments and doc
* doc wasserstein circle model as [0,1[
* Added ot.utils.get_coordinate_circle to get coordinates on the circle in turn
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* First draft : making pytest use gpu for torch testing
* bug solve
* Revert "bug solve"
This reverts commit 29b013abd162f8693128f26d8129186b79923609.
* Revert "First draft : making pytest use gpu for torch testing"
This reverts commit 2778175bcc338016c704efa4187d132fe5162e3a.
* sliced
* sliced
* ot 1dsolver
* bregman
* better print
* jax works with sinkhorn, sinkhorn_log and sinkhornn_stabilized, no need to skip them
* gromov & entropic gromov
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* bregman docs
* sliced docs
* docs partial
* unbalanced docs
* stochastic docs
* plot docs
* datasets docs
* utils docs
* dr docs
* dr docs corrected
* smooth docs
* docs da
* pep8
* docs gromov
* more space after min and argmin
* docs lp
* bregman docs
* bregman docs mistake corrected
* pep8
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* add numpy and torch backends
* stat sets on functions
* proper import
* install recent torch on windows
* install recent torch on windows
* now testing all functions in backedn
* add jax backedn
* clenaup windowds
* proper convert for jax backedn
* pep8
* try again windows tests
* test jax conversion
* try proper widows tests
* emd fuction ses backedn
* better test partial OT
* proper tests to_numpy and teplate Backend
* pep8
* pep8 x2
* feaking sinkhorn works with torch
* sinkhorn2 compatible
* working ot.emd2
* important detach
* it should work
* jax autodiff emd
* pep8
* no tast same for jax
* new independat tests per backedn
* freaking pep8
* add tests for gradients
* deprecate ot.gpu
* worging dist function
* working dist
* dist done in backedn
* not in
* remove indexing
* change accuacy for jax
* first pull backend
* projection simplex
* projection simplex
* projection simplex
* projection simplex no ci
* projection simplex no ci
* projection simplex no ci
* pep8
* add backedn discusion to quickstart guide
* projection simplex no ci
* projection simplex no ci
* projection simplex no ci
* pep8 + better doc
* proper links
* corect doctest
* big debug documentation
* doctest again
* doctest again bis
* doctest again ter (last one or i kill myself)
* backend test + doc proj simplex
* correction test_utils
* correction test_utils
* correction cumsum
* correction flip
* correction flip v2
* more debug
* more debug
* more debug + pep8
* pep8
* argh
* proj_simplex
* backedn works for sort
* proj simplex
* jax sucks
* update doc
* Update test/test_utils.py
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update docs/source/quickstart.rst
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update docs/source/quickstart.rst
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update docs/source/quickstart.rst
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update docs/source/readme.rst
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update test/test_utils.py
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update ot/utils.py
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update docs/source/readme.rst
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* Update ot/lp/__init__.py
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* begin comment alex
* comment alex part 2
* optimize test gromov
* proj_simplex on vectors
* add awesome gradient decsnt example on the weights
* pep98 of course
* proof read example by alex
* pep8 again
* encoding oos in translation
* correct legend
* new backend functions for sliced
* small indent pb
* Optimized backendversion of sliced W
* error in sliced W
* after master merge
* error sliced
* error sliced
* pep8
* test_sliced pep8
* doctest + precision for sliced
* doctest
* type win test_backend gather
* type win test_backend gather
* Update sliced.py
change argument of padding pad_width
* Update backend.py
update redefinition
* Update backend.py
pep8
* Update backend.py
pep 8 again....
* pep8
* build docs
* emd2_1D example
* refectoring emd_1d and variants
* remove unused previous wasserstein_1d
* pep8
* upate example
* move stuff
* tesys should work + implemù random backend
* test random generayor functions
* correction
* better random generation
* update sliced
* update sliced
* proper tests sliced
* max sliced
* chae file nam
* add stuff
* example sliced flow and barycenter
* correct typo + update readme
* exemple sliced flow done
* pep8
* solver1d works
* pep8
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
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* example for log treatment in bregman.py
* Improve doc
* Revert "example for log treatment in bregman.py"
This reverts commit 9f51c14e
* Add comments by Flamary
* Delete repetitive description
* Added raw string to avoid pbs with backslashes
* Implements sliced wasserstein
* Changed formatting of string for py3.5 support
* Docstest, expected 0.0 and not 0.
* Adressed comments by @rflamary
* No 3d plot here
* add sliced to the docs
* Incorporate comments by @rflamary
* add link to pdf
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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