diff --git a/.travis.yml b/.travis.yml
index a817389..9477686 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,7 +6,7 @@ python:
 os:
   - linux
 # command to install dependencies
-install:
+install: 
   - pip install -r requirements.txt
   - pip install --upgrade pytest 
   - pip install --upgrade pylint
diff --git a/README.md b/README.md
index 1f1e55b..88e72b8 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,12 @@ underlying event outcome distribution as a mixure of some fixed \( K \)
 parametric distributions. The parameters of these mixture distributions as
 well as the mixing weights are modelled using Neural Networks.
 
+
+Installation
+------------
+
+    $ pip install git+https://github.com/autonlab/DeepSurvivalMachines.git
+
 #### Usage Example
     >>> from dsm import DeepSurvivalMachines
     >>> model = DeepSurvivalMachines()
diff --git a/requirements.txt b/requirements.txt
index 36976d2..ea3254b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,4 +2,4 @@ torch>=1.0.0
 numpy>=0.14
 pandas>=1.0.0
 tqdm>=4.0.0
-scikit-learn>=0.18
\ No newline at end of file
+scikit-learn>=0.18
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..c4e03e9
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,46 @@
+import os
+
+from setuptools import setup, find_packages
+
+
+def read(fname):
+    return open(os.path.join(os.path.dirname(__file__), fname)).read()
+
+
+here = os.path.abspath(os.path.dirname(__file__))
+with open(os.path.join(here, "README.md"), encoding="utf-8") as f:
+    long_description = f.read()
+
+with open(os.path.join(here, "requirements.txt"), encoding="utf-8") as f:
+    all_reqs = f.read().split("\n")
+
+install_requires = [x.strip() for x in all_reqs]
+
+setup(
+    name="dsm",
+    version="0.0.1",
+    maintainer="Chirag Nagpal",
+    maintainer_email="chiragn@cs.cmu.edu",
+    url="https://github.com/autonlab/DeepSurvivalMachines",
+    description=(
+        "Python package dsm provides an API to train the Deep Survival Machines and associated models for problems in survival analysis."
+    ),
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    license="GPLv3+",
+    packages=find_packages(exclude=["tests*"]),
+    package_data = {'dsm': ['datasets/*']},
+    keywords=["dsm"],
+    python_requires=">=3.6",
+    install_requires=install_requires,
+    classifiers=[
+        "Development Status :: 5 - Production/Stable",
+        "Intended Audience :: Developers",
+        "Intended Audience :: Education",
+        "Intended Audience :: Science/Research",
+        "Topic :: Scientific/Engineering",
+        "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)",
+        "Programming Language :: Python :: 3",
+    ],
+    include_package_data=True,
+)