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authorAntoine Collas <contact@antoinecollas.fr>2023-03-21 15:18:09 +0100
committerGitHub <noreply@github.com>2023-03-21 15:18:09 +0100
commitb9ed7b1650475420cc5bbec6c31476cc098790d5 (patch)
treef6624d9509288466ac3e9c0cd475b4a984d72ce4 /RELEASES.md
parentc48cd76235569ada98af6b1bba589510a2818906 (diff)
[MRG] Make partial_wasserstein, partial_wasserstein2 and entropic_partial_wasserstein work with backend (#449)
* add test of partial_wasserstein with torch tensors * WIP: differentiable ot.partial.partial_wasserstein * change test of torch partial * make partial_wasserstein2 work with torch * test backward through ot.partial.partial_wasserstein2 * add test of entropic_partial_wasserstein with torch tensors * make entropic_partial_wasserstein work with torch tensors * add test of backward through entropic_partial_wasserstein * rm unused import * test partial_wasserstein with all backends * tests of partial fcts: check if torch is available * partial: check if marginals are empty arrays * add tests when marginals are empty arrays and/or m=None * add PR to RELEASES.md --------- Co-authored-by: Antoine Collas <22830806+antoinecollas@users.noreply.github.com> Co-authored-by: RĂ©mi Flamary <remi.flamary@gmail.com>
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- Added Generalized Wasserstein Barycenter solver + example (PR #372), fixed graphical details on the example (PR #376)
- Added Free Support Sinkhorn Barycenter + example (PR #387)
- New API for OT solver using function `ot.solve` (PR #388)
-- Backend version of `ot.partial` and `ot.smooth` (PR #388)
+- Backend version of `ot.partial` and `ot.smooth` (PR #388 and #449)
- Added argument for warmstart of dual potentials in Sinkhorn-based methods in `ot.bregman` (PR #437)
- Add parameters method in `ot.da.SinkhornTransport` (PR #440)
- `ot.dr` now uses the new Pymanopt API and POT is compatible with current Pymanopt (PR #443)