[DOC] hide toc parents

Author: SimonBlanke

docs/source/conf.py

@@ -145,6 +145,10 @@ def extract_pyproject_metadata():
 
 add_module_names = False
 
+# Hide class name prefix in page TOC (e.g., show "default_search_space" instead of
+# "AckleyFunction.default_search_space")
+toc_object_entries_show_parents = "hide"
+
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = "sphinx"