diff --git a/doxygen/make-docs.py b/doxygen/make-docs.py
index b1521a5..3db8515 100755
--- a/doxygen/make-docs.py
+++ b/doxygen/make-docs.py
@@ -83,6 +83,8 @@ def make_doxyfile(tags):
                 line = 'HTML_FOOTER = %s/footer.html\n' % DOXDIR
             elif line.startswith('GENERATE_LATEX '):
                 line = 'GENERATE_LATEX = NO\n'
+            elif line.startswith('USE_MATHJAX '):
+                line = 'USE_MATHJAX = YES\n'
             elif line.startswith('TAGFILES '):
                 line = 'TAGFILES = %s\n' % tagfiles
             fh.write(line)
diff --git a/notebook/process_notebook.py b/notebook/process_notebook.py
index 15a6d4f..6ef874d 100755
--- a/notebook/process_notebook.py
+++ b/notebook/process_notebook.py
@@ -594,6 +594,8 @@ def make_doxyfile(root, tags):
                 line = 'HTML_FOOTER = "%s/footer.html"\n' % DOXDIR
             elif line.startswith('GENERATE_LATEX '):
                 line = 'GENERATE_LATEX = NO\n'
+            elif line.startswith('USE_MATHJAX '):
+                line = 'USE_MATHJAX = YES\n'
             elif line.startswith('AUTOLINK_SUPPORT '):
                 # Don't make links from the text (only from code samples)
                 line = 'AUTOLINK_SUPPORT = NO\n'