diff --git a/MANIFEST.in b/MANIFEST.in
index a3c0e94fdf..0844e992fc 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -4,4 +4,4 @@ include smriprep/_version.py
 include smriprep/data/reports/*
 include smriprep/data/boilerplate.bib
 include smriprep/data/itkIdentityTransform.txt
-include VERSION
+include smriprep/VERSION
diff --git a/docs/conf.py b/docs/conf.py
index 71fa46cc38..7f93661810 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -209,7 +209,7 @@
 
 apidoc_module_dir = '../smriprep'
 apidoc_output_dir = 'api'
-apidoc_excluded_paths = ['conftest.py', '*/tests/*', 'tests/*', 'data/*']
+apidoc_excluded_paths = ['conftest.py', '*/tests/*', 'tests/*', 'data/*', 'conf/*']
 apidoc_separate_modules = True
 apidoc_extra_args = ['--module-first', '-d 1', '-T']
 
diff --git a/setup.cfg b/setup.cfg
index b0b8d9f658..f88709890f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -51,9 +51,10 @@ doc =
     pydotplus
     sphinx >= 2.1.2
     sphinx-argparse
-    sphinx-versioning @ git+https://github.com/rwblair/sphinxcontrib-versioning.git@39b40b0b84bf872fc398feff05344051bbce0f63
     sphinx_rtd_theme
     sphinxcontrib-apidoc ~= 0.3.0
+    sphinxcontrib-napoleon @ git+https://github.com/AleksandarPetrov/napoleon.git@0dc3f28a309ad602be5f44a9049785a1026451b3
+    sphinxcontrib-versioning @ git+https://github.com/rwblair/sphinxcontrib-versioning.git@39b40b0b84bf872fc398feff05344051bbce0f63
 docs =
     %(doc)s
 duecredit = duecredit