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| author | Nathan Cassereau <84033440+ncassereau-idris@users.noreply.github.com> | 2022-03-24 10:53:47 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2022-03-24 10:53:47 +0100 |
| commit | 767171593f2a98a26b9a39bf110a45085e3b982e (patch) | |
| tree | 4eb4bcc657efc53a65c3fb4439bd0e0e106b6745 /RELEASES.md | |
| parent | 9b9d2221d257f40ea3eb58b279b30d69162d62bb (diff) | |
[MRG] Domain adaptation and unbalanced solvers with backend support (#343)
* First draft
* Add matrix inverse and square root to backend
* Eigen decomposition for older versions of pytorch (1.8.1 and older)
* Corrected eigen decomposition for pytorch 1.8.1 and older
* Spectral theorem is a thing
* Optimization
* small optimization
* More functions converted
* pep8
* remove a warning and prepare torch meshgrid for future torch release (which will change default indexing)
* dots and pep8
* Meshgrid corrected for older version and prepared for future versions changes
* New backend functions
* Base transport
* LinearTransport
* All transport classes + pep8
* PR added to release file
* Jcpot barycenter test
* unbalanced with backend
* pep8
* bug solve
* test of domain adaptation with backends
* solve bug for tic toc & macos
* solving scipy deprecation warning
* solving scipy deprecation warning attempt2
* solving scipy deprecation warning attempt3
* A warning is triggered when a float->int conversion is detected
* bug solve
* docs
* release file updated
* Better handling of float->int conversion in EMD
* Corrected test for is_floating_point
* docs
* release file updated
* cupy does not allow implicit cast
* fromnumpy
* added test
* test da tf jax
* test unbalanced with no provided histogram
* using type_as argument in unif function correctly
* pep8
* transport plan cast in emd changed behaviour, now trying to cast as histogram's dtype, defaulting to cost matrix
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Diffstat (limited to 'RELEASES.md')
| -rw-r--r-- | RELEASES.md | 2 |
1 files changed, 2 insertions, 0 deletions
diff --git a/RELEASES.md b/RELEASES.md index 0f1f231..86b401a 100644 --- a/RELEASES.md +++ b/RELEASES.md @@ -11,6 +11,7 @@ of the regularization parameter (PR #336). - Backend implementation for `ot.lp.free_support_barycenter` (PR #340). - Add weak OT solver + example (PR #341). +- Add backend support for Domain Adaptation and Unbalanced solvers (PR #343). - Add (F)GW linear dictionary learning solvers + example (PR #319) - Add links to related PR and Issues in the doc release page (PR #350) @@ -19,6 +20,7 @@ - Fix bug in instantiating an `autograd` function `ValFunction` (Issue #337, PR #338) - Fix POT ABI compatibility with old and new numpy (Issue #346, PR #349) +- Warning when feeding integer cost matrix to EMD solver resulting in an integer transport plan (Issue #345, PR #343) - Fix bug where gromov_wasserstein2 does not perform backpropagation with CUDA tensors (Issue #351, PR #352) |