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| author | Jakub Zadrożny <jakub.r.zadrozny@gmail.com> | 2022-01-21 08:50:19 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2022-01-21 08:50:19 +0100 |
| commit | d7c709e2bae3bafec9efad87e758919c8db61933 (patch) | |
| tree | 867cc38b6f782207b5045751be2c0f0e2824b6af /ot/lp/__init__.py | |
| parent | 263c5842664c1dff4f8e58111d6bddb33927539e (diff) | |
[MRG] Implement Sinkhorn in log-domain for WDA (#336)
* [MRG] Implement Sinkhorn in log-domain for WDA
* for small values of the regularization parameter (reg) the current implementation runs into numerical issues (nans and infs)
* this can be resolved by using log-domain implementation of the sinkhorn algorithm
* Add feature to RELEASES and contributor name
* Add 'sinkhorn_method' parameter to WDA
* use the standard Sinkhorn solver by default (faster)
* use log-domain Sinkhorn if asked by the user
Co-authored-by: Jakub Zadrożny <jz@qed.ai>
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
Diffstat (limited to 'ot/lp/__init__.py')
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