diff --git a/README.rst b/README.rst
index a0feb4d3955fd83586b455626ea797323db12215..e632001179020a673d649bec4e39127c5b95d486 100644
--- a/README.rst
+++ b/README.rst
@@ -62,7 +62,7 @@ You can get the **source code** from the **Git** repository of the project::
 
   git clone git@gitlab.lis-lab.fr:dev/scikit-multimodallearn.git
 
-or
+or::
 
   git clone git@github.com:multi-learn/scikit-multimodallearn.git
 
diff --git a/pyproject.toml b/pyproject.toml
index f2f6befe2697eecd9b6eaac279a47bb3190904a2..41cf79d2d9cd5a28f26aec0b15ddc9a91faf5d33 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,6 +26,8 @@ classifiers=[
     'Programming Language :: Python :: 3.7',
     'Programming Language :: Python :: 3.8',
     'Programming Language :: Python :: 3.9',
+    'Programming Language :: Python :: 3.10',
+    'Programming Language :: Python :: 3.11',
     'Topic :: Scientific/Engineering',
     'Topic :: Scientific/Engineering :: Artificial Intelligence',
     'Operating System :: Microsoft :: Windows',