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-rw-r--r--src/python/doc/wasserstein_distance_user.rst6
1 files changed, 3 insertions, 3 deletions
diff --git a/src/python/doc/wasserstein_distance_user.rst b/src/python/doc/wasserstein_distance_user.rst
index 2d2e2ae7..96ec7872 100644
--- a/src/python/doc/wasserstein_distance_user.rst
+++ b/src/python/doc/wasserstein_distance_user.rst
@@ -21,9 +21,9 @@ Distance Functions
Optimal Transport
*****************
-:Requires: `Python Optimal Transport <installation.html#python-optimal-transport>`__ (POT) :math:`\geq` 0.5.1
+:Requires: `Python Optimal Transport <installation.html#python-optimal-transport>`_ (POT) :math:`\geq` 0.5.1
-This first implementation uses the `Python Optimal Transport <installation.html#python-optimal-transport>`__
+This first implementation uses the `Python Optimal Transport <installation.html#python-optimal-transport>`_
library and is based on ideas from "Large Scale Computation of Means and Cluster for Persistence
Diagrams via Optimal Transport" :cite:`10.5555/3327546.3327645`.
@@ -103,7 +103,7 @@ The output is:
Barycenters
-----------
-:Requires: `Python Optimal Transport <installation.html#python-optimal-transport>`__ (POT) :math:`\geq` 0.5.1
+:Requires: `Python Optimal Transport <installation.html#python-optimal-transport>`_ (POT) :math:`\geq` 0.5.1
A Frechet mean (or barycenter) is a generalization of the arithmetic
mean in a non linear space such as the one of persistence diagrams.