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example (#459)
* add sparsity-constrained ot funtionality and example
* correct typos; add projection_sparse_simplex
* add gradcheck; merge ot.sparse into ot.smooth.
* reuse existing ot.smooth functions with a new 'sparsity_constrained' reg_type
* address pep8 error
* add backends for
* update releases
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Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* new API for OT solver
* use itertools for product of parameters
* add tests for result class
* add tests for result class
* add tests for result class last time?
* add sinkhorn
* make partial OT bckend compatible
* add TV as unbalanced flavor
* better tests
* make smoth backend compatible and add l2 tregularizatio to solve
* add reularizedd unbalanced
* add test for more complex attibutes
* add test for more complex attibutes
* add generic unbalaned solver and implement it for ot.solve
* add entropy to possible regularization
* star of documentation for ot.solv
* weird new pep8
* documenttaion for function ot.solve done
* pep8
* Update ot/solvers.py
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* update release file
* Apply suggestions from code review
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
* add test NotImplemented
* pep8
* pep8gcmp pep8!
* compute kl in backend
* debug tensorflow kl backend
Co-authored-by: Alexandre Gramfort <alexandre.gramfort@m4x.org>
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* bregman docs
* sliced docs
* docs partial
* unbalanced docs
* stochastic docs
* plot docs
* datasets docs
* utils docs
* dr docs
* dr docs corrected
* smooth docs
* docs da
* pep8
* docs gromov
* more space after min and argmin
* docs lp
* bregman docs
* bregman docs mistake corrected
* pep8
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* Bregman
* Resolve conflicts
* Bug solve
* Bregman updated for JAX compatibility
* Tests coherence between backend improved
* No longer enforcing 64 bits operations on Jax except for tests
* Now using mixtures, to make backend dependent tests with less code
* Better test skipping code
* Pep8 + test optimizations
* redundancy removed
* Docs
* Typo corrected
* Typo
* Typo
* Docs
* Docs
* pep8
* Backend docs
* Prettier docs
* Mistake corrected
* small changes
* Better wording
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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