diff --git a/setup.py b/setup.py
new file mode 100644
index 00000000..5fa4795f
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,46 @@
+#!/usr/bin/env python
+
+from distutils.core import setup
+from pathlib import Path
+from setuptools import find_packages
+
+
+def read_version() -> str:
+    """
+    This script reads the information inside AugmentedNet/__init__.py without
+     importing the package, which is not allowed inside the setup.py file
+    """
+    version = None
+
+    with open(
+        Path(__file__).parent / "AugmentedNet" / "__init__.py", "r"
+    ) as f:
+        lines = f.readlines()
+
+    for line in lines:
+        if line.startswith("__version__"):
+            version = line.split('"')[1]
+    if version is None:
+        raise RuntimeError(
+            "Can't read package version from file AugmentedNet/__init__.py"
+        )
+    return version
+
+
+setup(
+    name="AugmentedNet",
+    version=read_version(),
+    description="A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks",
+    author="Néstor Nápoles López",
+    author_email="napulen@gmail.com",
+    url="https://github.com/napulen/AugmentedNet/",
+    python_requires=">=3.7",
+    install_requires=[
+        "music21>=6.7,<7",
+        "numpy>=1.19,<2",
+        "pandas>=1.4,<2",
+        "tensorflow>=2.5,<3",
+        "mlflow>=1.23<2",
+    ],
+    packages=find_packages(),
+)