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authorClément Bonet <32179275+clbonet@users.noreply.github.com>2023-02-23 08:31:01 +0100
committerGitHub <noreply@github.com>2023-02-23 08:31:01 +0100
commit80e3c23bc968f866fd20344ddc443a3c7fcb3b0d (patch)
treee4c2e938896243842e290d8fcf78879a8f6960bf /RELEASES.md
parent97feeb32b6c069d7bb44cd995531c2b820d59771 (diff)
[WIP] Wasserstein distance on the circle and Spherical Sliced-Wasserstein (#434)
* 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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#### New features
+- Added the spherical sliced-Wasserstein discrepancy in `ot.sliced.sliced_wasserstein_sphere` and `ot.sliced.sliced_wasserstein_sphere_unif` + examples (PR #434)
+- Added the Wasserstein distance on the circle in ``ot.lp.solver_1d.wasserstein_circle`` (PR #434)
+- Added the Wasserstein distance on the circle (for p>=1) in `ot.lp.solver_1d.binary_search_circle` + examples (PR #434)
+- Added the 2-Wasserstein distance on the circle w.r.t a uniform distribution in `ot.lp.solver_1d.semidiscrete_wasserstein2_unif_circle` (PR #434)
- Added Bures Wasserstein distance in `ot.gaussian` (PR ##428)
- Added Generalized Wasserstein Barycenter solver + example (PR #372), fixed graphical details on the example (PR #376)
- Added Free Support Sinkhorn Barycenter + example (PR #387)