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2021-11-05[MRG] Tests with types/device on sliced/bregman/gromov functions (#303)ncassereau-idris
* 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
2021-11-04[MRG] Add tests about type and GPU for emd/emd2 + 1d variants + ↵Rémi Flamary
wasserstein1d (#304) * new test gpu * pep 8 of couse * debug torch * jax with gpu * device put * device put * it works * emd1d and emd2_1d working * emd_1d and emd2_1d done * cleanup * of course * should work on gpu now * tests done+ pep8
2021-11-02[MRG] Sliced and 1D Wasserstein distances : backend versions (#256)Nicolas Courty
* 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>