| Age | Commit message (Collapse) | Author |
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* maj gw/ srgw/ generic cg solver
* correct pep8 on current state
* fix bug previous tests
* fix pep8
* fix bug srGW constC in loss and gradient
* fix doc html
* fix doc html
* start updating test_optim.py
* update tests gromov and optim - plus fix gromov dependencies
* add symmetry feature to entropic gw
* add symmetry feature to entropic gw
* add exemple for sr(F)GW matchings
* small stuff
* remove (reg,M) from line-search/ complete srgw tests with backend
* remove backend repetitions / rename fG to costG/ fix innerlog to True
* fix pep8
* take comments into account / new nx parameters still to test
* factor (f)gw2 + test new backend parameters in ot.gromov + harmonize stopping criterions
* split gromov.py in ot/gromov/ + update test_gromov with helper_backend functions
* manual documentaion gromov
* remove circular autosummary
* trying stuff
* debug documentation
* alphabetic ordering of module
* merge into branch
* add note in entropic gw solvers
* fix exemples/gromov doc
* add fixed issue to releases.md
* fix bugs of gw_entropic and armijo to run on gpu
* add pr to releases.md
* fix pep8
* fix call to backend in line_search_armijo
* correct docstring generic_conditional_gradient
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Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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gromov-wasserstein solvers (#431)
* maj gw/ srgw/ generic cg solver
* correct pep8 on current state
* fix bug previous tests
* fix pep8
* fix bug srGW constC in loss and gradient
* fix doc html
* fix doc html
* start updating test_optim.py
* update tests gromov and optim - plus fix gromov dependencies
* add symmetry feature to entropic gw
* add symmetry feature to entropic gw
* add exemple for sr(F)GW matchings
* small stuff
* remove (reg,M) from line-search/ complete srgw tests with backend
* remove backend repetitions / rename fG to costG/ fix innerlog to True
* fix pep8
* take comments into account / new nx parameters still to test
* factor (f)gw2 + test new backend parameters in ot.gromov + harmonize stopping criterions
* split gromov.py in ot/gromov/ + update test_gromov with helper_backend functions
* manual documentaion gromov
* remove circular autosummary
* trying stuff
* debug documentation
* alphabetic ordering of module
* merge into branch
* add note in entropic gw solvers
---------
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* 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>
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* solve bug
* Linesearch no longer return None as alpha, only 0
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* Backend for optim
* Bug solve
* Doc update
* backend tests now with fixture
* Unused imports removed
* Docs
* Docs
* Docs
* Outer product backend docs
* Prettier docs
* Pep8
* Mistakes corrected
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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* Line search stops when derphi is 0 instead of bugging out like in some instances
* pep8 compliance
* Tests
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* speedup tests
* add color to tests and timings
* add test unbalanced
* stupid missing -
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* Check if alpha is not None when restricting it to be at most 1
* Write check more clearly
* Add no regression test for line search armijo returning None for alpha
Co-authored-by: Rémi Flamary <remi.flamary@gmail.com>
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