diff --git a/doc/conf.py b/doc/conf.py
index 47eb8f8..8e1ee9a 100755
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -19,7 +19,7 @@
 # If extensions (or modules to document with autodoc) are in another directory,
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
-sys.path.insert(0, os.path.abspath('../noisyopt'))
+sys.path.insert(0, os.path.abspath('../'))
 import noisyopt
 
 # -- General configuration ------------------------------------------------
@@ -40,9 +40,8 @@
               'sphinx.ext.ifconfig',
               'sphinx.ext.autosummary',
               'sphinx.ext.mathjax',
-              'math_dollar', # has to go before numpydoc
-              'numpydoc',
-              'github']
+              'sphinx.ext.napoleon',
+              ]
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['_templates']
@@ -141,7 +140,7 @@
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = ['_static']
+#html_static_path = ['_static']
 
 # Add any extra paths that contain custom files (such as robots.txt or
 # .htaccess) here, relative to this directory. These files are copied
@@ -204,7 +203,7 @@
 #'pointsize': '10pt',
 
 # Additional stuff for the LaTeX preamble.
-'preamble': '\usepackage{amssymb}',
+#'preamble': '\usepackage{amssymb}',
 }
 
 # Grouping the document tree into LaTeX files. List of tuples