diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 00000000..f9bd1455
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+include requirements.txt
diff --git a/docs/auto_examples/analyze_codeobj.pickle b/docs/auto_examples/analyze_codeobj.pickle
index 7e7a6fee..6a940342 100644
Binary files a/docs/auto_examples/analyze_codeobj.pickle and b/docs/auto_examples/analyze_codeobj.pickle differ
diff --git a/docs/auto_examples/save_image_codeobj.pickle b/docs/auto_examples/save_image_codeobj.pickle
index 13fe4082..131593ab 100644
Binary files a/docs/auto_examples/save_image_codeobj.pickle and b/docs/auto_examples/save_image_codeobj.pickle differ
diff --git a/docs/auto_examples/save_movie_codeobj.pickle b/docs/auto_examples/save_movie_codeobj.pickle
index 0542dfea..4c33795c 100644
Binary files a/docs/auto_examples/save_movie_codeobj.pickle and b/docs/auto_examples/save_movie_codeobj.pickle differ
diff --git a/docs/conf.py b/docs/conf.py
index 5b8d166c..d22bb8ef 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -68,7 +68,7 @@
 # The short X.Y version.
 version = u'0.6'
 # The full version, including alpha/beta/rc tags.
-release = u'0.6.0'
+release = u'0.6.2'
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/requirements.txt b/requirements.txt
index f5a862d6..ee88d43e 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,8 +5,8 @@ seaborn>=0.8.1
 matplotlib>=1.5.1
 scipy>=1.0.0
 numpy>=1.10.4
-https://api.github.com/repos/lmcinnes/umap/tarball/5f9488a9540d1e0ac149e2dd42ebf03c39706110#egg=umap_learn
 future
 requests
 deepdish
 six
+# also requires umap-learn. However, due to a recent bug fix that has not been released on PyPI yet, umap-learn is installed from GitHub in setup.py
\ No newline at end of file
diff --git a/setup.py b/setup.py
index fc0b8664..075d2ae8 100644
--- a/setup.py
+++ b/setup.py
@@ -1,36 +1,34 @@
 # -*- coding: utf-8 -*-
 import os
+import subprocess
+import sys
 from setuptools import setup, find_packages
+from setuptools.command.install import install
 
 os.environ["MPLCONFIGDIR"] = "."
 
 
-def parse_dependencies(requirements_path, vcs_id, egg_id):
-    requirements = []
-    with open(requirements_path, 'r') as f:
-        reqs = f.read().splitlines()
+class PostInstall(install):
+    github_pkg = 'https://api.github.com/repos/lmcinnes/umap/tarball/5f9488a9540d1e0ac149e2dd42ebf03c39706110#egg=umap_learn'
 
-    for req in reqs:
-        if req.startswith(vcs_id) and egg_id in req:
-            package_name = req[req.find(egg_id) + len(egg_id):]
-            requirements.append(package_name + ' @ ' + req.rstrip(egg_id + package_name))
-        else:
-            requirements.append(req)
-
-    return requirements
+    def run(self):
+        install.run(self)
+        output = subprocess.run([sys.executable, '-m', 'pip', 'install', self.github_pkg],
+                                stdout=subprocess.PIPE)
+        print(output.stdout.decode('utf-8'))
 
 
 NAME = 'hypertools'
-VERSION = '0.6.0'
+VERSION = '0.6.2'
 AUTHOR = 'Contextual Dynamics Lab'
 AUTHOR_EMAIL = 'contextualdynamics@gmail.com'
 URL = 'https://github.com/ContextLab/hypertools'
 DOWNLOAD_URL = URL
 LICENSE = 'MIT'
-REQUIRES_PYTHON = '>=3'
+REQUIRES_PYTHON = '>=3.5'
 PACKAGES = find_packages(exclude=('images', 'examples', 'tests'))
-REQUIREMENTS = parse_dependencies('requirements.txt', 'https://api.github.com', '#egg=')
-
+with open('requirements.txt', 'r') as f:
+    REQUIREMENTS = f.read().splitlines()
 
 DESCRIPTION = 'A python package for visualizing and manipulating high-dimensional data'
 LONG_DESCRIPTION = """\
@@ -57,7 +55,11 @@ def parse_dependencies(requirements_path, vcs_id, egg_id):
     'Topic :: Multimedia :: Graphics',
     'Operating System :: POSIX',
     'Operating System :: Unix',
-    'Operating System :: MacOS']
+    'Operating System :: MacOS'
+]
+CMDCLASS = {
+    'install': PostInstall
+}
 
 
 setup(
@@ -74,4 +76,5 @@ def parse_dependencies(requirements_path, vcs_id, egg_id):
     packages=PACKAGES,
     install_requires=REQUIREMENTS,
     classifiers=CLASSIFIERS,
+    cmdclass=CMDCLASS,
 )