From b7df4fbbb54eba6a797c6b8f0d57bda7db8e4177 Mon Sep 17 00:00:00 2001
From: Rémi Flamary <remi.flamary@gmail.com>
Date: Fri, 15 Mar 2019 11:57:05 +0100
Subject: correction doc in gromov.py

---
 ot/gromov.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ot/gromov.py b/ot/gromov.py
index 0278e99..7974546 100644
--- a/ot/gromov.py
+++ b/ot/gromov.py
@@ -39,7 +39,7 @@ def init_matrix(C1, C2, T, p, q, loss_fun='square_loss'):
             * h1(a)=a
             * h2(b)=b
 
-    The kl-loss function L(a,b)=(1/2)*|a-b|^2 is read as :
+    The kl-loss function L(a,b)=a*log(a/b)-a+b is read as :
         L(a,b) = f1(a)+f2(b)-h1(a)*h2(b) with :
             * f1(a)=a*log(a)-a
             * f2(b)=b
-- 
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