diff --git a/README.md b/README.md
index 7c76389..d2a2ee7 100644
--- a/README.md
+++ b/README.md
@@ -35,15 +35,22 @@ We provide more examples [here](examples/).
 
 ## Installing
 
-We support Python versions 3.7 and upwards.
+Install the package:
 
-Install via git:
-```python
+```
+pip install git+https://github.com/davidnabergoj/normalizing-flows.git
+```
+
+Setup for development:
+
+```
 git clone https://github.com/davidnabergoj/normalizing-flows.git
 cd normalizing-flows
 pip install -r requirements.txt
 ```
 
+We support Python versions 3.7 and upwards.
+
 ## Brief background
 
 A normalizing flow (NF) is a flexible distribution, defined as a bijective transformation of a simple statistical
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..3c19e0c
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,40 @@
+from setuptools import setup, find_packages
+import pathlib
+
+here = pathlib.Path(__file__).parent.resolve()
+
+long_description = (here / "README.md").read_text(encoding="utf-8")
+
+setup(
+    name="normalizing-flows",
+    version="0.1",
+    description="Modern normalizing flows in Python",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    url="https://github.com/davidnabergoj/normalizing-flows",
+    author="David Nabergoj",
+    author_email="david.nabergoj@fri.uni-lj.si",
+    classifiers=[  # Optional
+        "Development Status :: 3 - Alpha",
+        "Intended Audience :: Science/Research",
+        "Topic :: Software Development :: Build Tools",
+        "Programming Language :: Python :: 3",
+        "Programming Language :: Python :: 3.7",
+        "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3 :: Only",
+    ],
+    keywords="sample, setuptools, development",
+    packages=find_packages("./"),  # Required
+    python_requires=">=3.7, <4",
+    install_requires=[
+        "torch>=2.0.1",
+        "numpy",
+        "torchdiffeq",
+        "tqdm"
+    ],
+    project_urls={
+        "Bug Reports": "https://github.com/davidnabergoj/normalizing-flows/issues",
+    },
+)