From ad693e32e78df399ccaea07402613813a6c4d8db Mon Sep 17 00:00:00 2001 From: Rémi Flamary Date: Thu, 20 Apr 2017 15:49:22 +0200 Subject: update readme --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 33ff301..53faac7 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ This open source Python library provide several solvers for optimization problem It provides the following solvers: * OT solver for the linear program/ Earth Movers Distance [1]. -* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10]. +* Entropic regularization OT solver with Sinkhorn Knopp Algorithm [2] and stabilized version [9][10] with optional GPU implementation. * Bregman projections for Wasserstein barycenter [3] and unmixing [4]. * Optimal transport for domain adaptation with group lasso regularization [5] * Conditional gradient [6] and Generalized conditional gradient for regularized OT [7]. @@ -57,11 +57,11 @@ Note that for easier access the module is name ot instead of pot. Some sub-modules require additional dependences which are discussed below -* ot.dr (Wasserstein dimensionality rediuction) depends on autograd and pymanopt that can be installed with: +* *ot.dr* (Wasserstein dimensionality rediuction) depends on autograd and pymanopt that can be installed with: ``` pip install pymanopt autograd ``` -* ot.gpu (GPU accelerated OT) depends on cudamat that have to be installed with: +* *ot.gpu* (GPU accelerated OT) depends on cudamat that have to be installed with: ``` git clone https://github.com/cudamat/cudamat.git cd cudamat -- cgit v1.2.3