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diff --git a/src/cython/doc/persistence_graphical_tools_ref.rst b/src/cython/doc/persistence_graphical_tools_ref.rst
index a2c6bcef..54aff4bc 100644
--- a/src/cython/doc/persistence_graphical_tools_ref.rst
+++ b/src/cython/doc/persistence_graphical_tools_ref.rst
@@ -9,3 +9,4 @@ Persistence graphical tools reference manual
.. autofunction:: gudhi.__min_birth_max_death
.. autofunction:: gudhi.plot_persistence_barcode
.. autofunction:: gudhi.plot_persistence_diagram
+.. autofunction:: gudhi.plot_persistence_density