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| author | Cédric Vincent-Cuaz <cedvincentcuaz@gmail.com> | 2023-06-12 12:01:48 +0200 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-06-12 12:01:48 +0200 |
| commit | 9076f02903ba2fb9ea9fe704764a755cad8dcd63 (patch) | |
| tree | b7fda84880c5dabd1c441a1655741493e0683342 /RELEASES.md | |
| parent | f0dab2f684f4fc768fd50e0b70918e075dcdd0f3 (diff) | |
[FEAT] Entropic gw/fgw/srgw/srfgw solvers (#455)upstream/latest
* add entropic fgw + fgw bary + srgw + srfgw with tests
* add exemples for entropic srgw - srfgw solvers
* add PPA solvers for GW/FGW + complete previous commits
* update readme
* add tests
* add examples + tests + warning in entropic solvers + releases
* reduce testing runtimes for test_gromov
* fix conflicts
* optional marginals
* improve coverage
* gromov doc harmonization
* fix pep8
* complete optional marginal for entropic srfgw
---------
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Diffstat (limited to 'RELEASES.md')
| -rw-r--r-- | RELEASES.md | 10 |
1 files changed, 8 insertions, 2 deletions
diff --git a/RELEASES.md b/RELEASES.md index 61ad2ca..2f47f40 100644 --- a/RELEASES.md +++ b/RELEASES.md @@ -5,13 +5,18 @@ #### New features - Make alpha parameter in semi-relaxed Fused Gromov Wasserstein differentiable (PR #483) - Make alpha parameter in Fused Gromov Wasserstein differentiable (PR #463) -- Added the sparsity-constrained OT solver to `ot.smooth` and added ` projection_sparse_simplex` to `ot.utils` (PR #459) +- Added the sparsity-constrained OT solver to `ot.smooth` and added `projection_sparse_simplex` to `ot.utils` (PR #459) - Add tests on GPU for master branch and approved PR (PR #473) - Add `median` method to all inherited classes of `backend.Backend` (PR #472) - Update tests for macOS and Windows, speedup documentation (PR #484) +- Added Proximal Point algorithm to solve GW problems via a new parameter `solver="PPA"` in `ot.gromov.entropic_gromov_wasserstein` + examples (PR #455) +- Added features `warmstart` and `kwargs` in `ot.gromov.entropic_gromov_wasserstein` to respectively perform warmstart on dual potentials and pass parameters to `ot.sinkhorn` (PR #455) +- Added sinkhorn projection based solvers for FGW `ot.gromov.entropic_fused_gromov_wasserstein` and entropic FGW barycenters + examples (PR #455) +- Added features `warmstartT` and `kwargs` to all CG and entropic (F)GW barycenter solvers (PR #455) +- Added entropic semi-relaxed (Fused) Gromov-Wasserstein solvers in `ot.gromov` + examples (PR #455) +- Make marginal parameters optional for (F)GW solvers in `._gw`, `._bregman` and `._semirelaxed` (PR #455) #### Closed issues - - Fix circleci-redirector action and codecov (PR #460) - Fix issues with cuda for ot.binary_search_circle and with gradients for ot.sliced_wasserstein_sphere (PR #457) - Major documentation cleanup (PR #462, #467, #475) @@ -22,6 +27,7 @@ - Fix `utils.cost_normalization` function issue to work with multiple backends (PR #472) ## 0.9.0 +*April 2023* This new release contains so many new features and bug fixes since 0.8.2 that we decided to make it a new minor release at 0.9.0. |