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@@ -15,7 +15,8 @@ This open source Python library provide several solvers for optimization problem
It provides the following solvers:
* OT Network Flow solver for the linear program/ Earth Movers Distance [1].
-* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10] and greedy SInkhorn [22] with optional GPU implementation (requires cupy).
+* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2], stabilized version [9][10] and greedy Sinkhorn [22] with optional GPU implementation (requires cupy).
+* Sinkhorn divergence [23] and entropic regularization OT from empirical data.
* Smooth optimal transport solvers (dual and semi-dual) for KL and squared L2 regularizations [17].
* Non regularized Wasserstein barycenters [16] with LP solver (only small scale).
* Bregman projections for Wasserstein barycenter [3], convolutional barycenter [21] and unmixing [4].