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-rw-r--r-- | README.md | 16 | ||||
-rw-r--r-- | examples/Demo_1D_OT.ipynb (renamed from examples/demo_1D_optimal_transport.ipynb) | 0 |
2 files changed, 10 insertions, 6 deletions
@@ -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 diff --git a/examples/demo_1D_optimal_transport.ipynb b/examples/Demo_1D_OT.ipynb index 354972e..354972e 100644 --- a/examples/demo_1D_optimal_transport.ipynb +++ b/examples/Demo_1D_OT.ipynb |