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-rw-r--r--examples/gromov/plot_barycenter_fgw.py11
-rw-r--r--examples/gromov/plot_fgw.py10
2 files changed, 11 insertions, 10 deletions
diff --git a/examples/gromov/plot_barycenter_fgw.py b/examples/gromov/plot_barycenter_fgw.py
index 77b0370..3f81765 100644
--- a/examples/gromov/plot_barycenter_fgw.py
+++ b/examples/gromov/plot_barycenter_fgw.py
@@ -4,14 +4,15 @@
Plot graphs' barycenter using FGW
=================================
-This example illustrates the computation barycenter of labeled graphs using FGW
+This example illustrates the computation barycenter of labeled graphs using
+FGW [18].
Requires networkx >=2
-.. [18] Vayer Titouan, Chapel Laetitia, Flamary R{\'e}mi, Tavenard Romain
- and Courty Nicolas
- "Optimal Transport for structured data with application on graphs"
- International Conference on Machine Learning (ICML). 2019.
+[18] Vayer Titouan, Chapel Laetitia, Flamary Rémi, Tavenard Romain
+and Courty Nicolas
+"Optimal Transport for structured data with application on graphs"
+International Conference on Machine Learning (ICML). 2019.
"""
diff --git a/examples/gromov/plot_fgw.py b/examples/gromov/plot_fgw.py
index 73e486e..97fe619 100644
--- a/examples/gromov/plot_fgw.py
+++ b/examples/gromov/plot_fgw.py
@@ -4,12 +4,12 @@
Plot Fused-gromov-Wasserstein
==============================
-This example illustrates the computation of FGW for 1D measures[18].
+This example illustrates the computation of FGW for 1D measures [18].
-.. [18] Vayer Titouan, Chapel Laetitia, Flamary R{\'e}mi, Tavenard Romain
- and Courty Nicolas
- "Optimal Transport for structured data with application on graphs"
- International Conference on Machine Learning (ICML). 2019.
+[18] Vayer Titouan, Chapel Laetitia, Flamary Rémi, Tavenard Romain
+and Courty Nicolas
+"Optimal Transport for structured data with application on graphs"
+International Conference on Machine Learning (ICML). 2019.
"""