--- a
+++ b/setup.py
@@ -0,0 +1,93 @@
+#!/usr/bin/env python
+# -*- encoding: utf-8 -*-
+"""Setup script"""
+
+from __future__ import absolute_import
+from __future__ import print_function
+
+import io
+import re
+from glob import glob
+from os.path import basename
+from os.path import dirname
+from os.path import join
+from os.path import splitext
+
+from setuptools import find_packages
+from setuptools import setup
+
+
+def _read(*names, **kwargs):
+    return io.open(
+        join(dirname(__file__), *names),
+        encoding=kwargs.get('encoding', 'utf8')
+    ).read()
+
+
+setup(
+    name='janggu',
+    version='0.10.2',
+    license='GPL-3.0',
+    description='Utilities and datasets for deep learning in genomics',
+    long_description='%s\n%s' % (
+        re.compile('^.. start-badges.*^.. end-badges',
+                   re.M | re.S).sub('', _read('README.rst')),
+        re.sub(':[a-z]+:`~?(.*?)`', r'``\1``', _read('CHANGELOG.rst'))
+    ),
+    long_description_content_type='text/x-rst',
+    author='Wolfgang Kopp',
+    author_email='wolfgang.kopp@mdc-berlin.de',
+    url='https://github.com/BIMSBbioinfo/janggu',
+    packages=find_packages('src'),
+    package_dir={'': 'src'},
+    package_data={'janggu': ['resources/*.fa',
+                             'resources/*.bed',
+                             'resources/*.csv']},
+    py_modules=[splitext(basename(path))[0] for path in glob('src/*.py')],
+    include_package_data=True,
+    zip_safe=False,
+    classifiers=[
+        # complete list: http://pypi.python.org/pypi?%3Aaction=list_classifiers
+        'Development Status :: 5 - Production/Stable',
+        'Intended Audience :: Developers',
+        'License :: OSI Approved :: GNU General Public License v3 (GPLv3)',
+        'Operating System :: Unix',
+        'Operating System :: POSIX',
+        'Programming Language :: Python',
+        'Programming Language :: Python :: 3.5',
+        'Programming Language :: Python :: 3.6',
+        'Programming Language :: Python :: 3.7',
+        'Topic :: Utilities',
+    ],
+    keywords=[
+        'genomics', 'epigenomics', 'bioinformatics',
+        'deep learning', 'machine learning'
+    ],
+    install_requires=[
+        'numpy',
+        'pandas',
+        'Biopython==1.77',
+        'h5py',
+        'pybedtools',
+        'pydot',
+        'pysam<0.16,!=0.15.3',
+        'pyBigWig',
+        'progress',
+        'matplotlib',
+        'seaborn',
+        'scikit-learn',
+        'scipy',
+    ],
+    extras_require={
+        "tf": ['tensorflow==1.14', 'keras<2.3'],
+        "tf_gpu": ['tensorflow-gpu==1.14', 'keras<2.3'],
+        "tf2": ['tensorflow==2.2', 'keras==2.4.3'],
+        "tf2_gpu": ['tensorflow-gpu==2.2', 'keras==2.4.3'],
+    },
+    entry_points={
+        'console_scripts': [
+            'janggu = janggu.cli:main',
+            'janggu-trim = janggu.janggutrim:main',
+        ]
+    }
+)