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@@ -1,13 +1,14 @@ -# POT +# POT: Python Optimal Transport library Python Optimal Transport library -This Python librarie is an open source implementation with several functions that allow to solve optimal transport problems in Python. +This Python librarie is an open source implementation of several functions that allow to solve optimal transport problems in Python. It provides the following solvers: -* Linear program (LP) OT solver/ Earth Movers Distance (using code from Antoine Rolet and Nicolas Bonneel) -* Entropic regularization OT solver -* Bregman projection for Wasserstein barycenter and unmixing -* Optimal transport for domain adaptation +* Linear program (LP) OT solver/ Earth Movers Distance (using code from Antoine Rolet and Nicolas Bonneel). +* Entropic regularization OT solver (Sinkhorn Knopp ALgorithm) +* Bregman projection for Wasserstein barycenter and unmixing. +* Optimal transport for domain adaptation (with group lasso regularization) +* Conditional gradient and Generalized conditional gradient for regularized OT. Some demonstrations of what can be done are available in the examples folder. @@ -15,4 +16,7 @@ Some demonstrations of what can be done are available in the examples folder. ## Installation +## Examples + + ## References |