From 7402d344240ce94e33c53daff419d4356278d48f Mon Sep 17 00:00:00 2001
From: Rémi Flamary <remi.flamary@gmail.com>
Date: Wed, 3 Jul 2019 14:11:16 +0200
Subject: doc in modules

---
 ot/lp/__init__.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

(limited to 'ot/lp')

diff --git a/ot/lp/__init__.py b/ot/lp/__init__.py
index aed29f8..17f1731 100644
--- a/ot/lp/__init__.py
+++ b/ot/lp/__init__.py
@@ -544,14 +544,13 @@ def wasserstein_1d(x_a, x_b, a=None, b=None, p=1.):
     r"""Solves the p-Wasserstein distance problem between 1d measures and returns
     the distance
 
-
     .. math::
-        \gamma = arg\min_\gamma \left( \sum_i \sum_j \gamma_{ij}
-            |x_a[i] - x_b[j]|^p \\right)^{1/p}
+        \min_\gamma \left( \sum_i \sum_j \gamma_{ij} \|x_a[i] - x_b[j]\|^p \right)^{1/p}
 
         s.t. \gamma 1 = a,
              \gamma^T 1= b,
              \gamma\geq 0
+
     where :
 
     - x_a and x_b are the samples
-- 
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