diff --git a/lang/fr/docs/source/gklearn.kernels.rst b/lang/fr/docs/source/gklearn.kernels.rst
new file mode 100644
index 0000000..404d2d3
--- /dev/null
+++ b/lang/fr/docs/source/gklearn.kernels.rst
@@ -0,0 +1,19 @@
+gklearn.kernels
+===============
+
+.. automodule:: gklearn.kernels
+    :members:
+    :undoc-members:
+    :show-inheritance:
+
+.. toctree::
+
+   gklearn.kernels.commonWalkKernel
+   gklearn.kernels.marginalizedKernel
+   gklearn.kernels.randomWalkKernel
+   gklearn.kernels.spKernel
+   gklearn.kernels.structuralspKernel
+   gklearn.kernels.treeletKernel
+   gklearn.kernels.untilHPathKernel
+   gklearn.kernels.weisfeilerLehmanKernel
+