diff --git a/docs/source/conf.py b/docs/source/conf.py
index f083332799..ae329dd7ed 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -247,7 +247,7 @@ napoleon_use_ivar = True
 intersphinx_mapping = {
     'python': ('https://docs.python.org/3', None),
     'numpy': ('https://numpy.org/doc/stable/', None),
-    'scipy': ('https://docs.scipy.org/doc/scipy/reference', None),
+    'scipy': ('https://docs.scipy.org/doc/scipy/', None),
     'pandas': ('https://pandas.pydata.org/pandas-docs/stable/', None),
-    'matplotlib': ('https://matplotlib.org/', None)
+    'matplotlib': ('https://matplotlib.org/stable/', None)
 }