diff --git a/docs/source/_templates/versions.html b/docs/source/_templates/versions.html
index 5b1021a14..486047864 100644
--- a/docs/source/_templates/versions.html
+++ b/docs/source/_templates/versions.html
@@ -3,7 +3,7 @@
- Python Optimal Transport
+ Python Optimal Transport {{ version }}
diff --git a/docs/source/conf.py b/docs/source/conf.py
index f78197c66..e1b9a85b7 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -162,7 +162,7 @@ def __getattr__(cls, name):
# further. For a list of options available for each theme, see the
# documentation.
-html_theme_options = {}
+html_theme_options = {"version_selector": True}
# Add any paths that contain custom themes here, relative to this directory.
# html_theme_path = []