diff --git a/LICENSE b/LICENSE.txt
similarity index 100%
rename from LICENSE
rename to LICENSE.txt
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..ebe8375
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,44 @@
+[project]
+name = "ebm2onnx"
+version = "2.0.0"
+description = "EBM model serialization to ONNX"
+readme = "README.rst"
+requires-python = ">=3.6"
+license = {file = "LICENSE.txt"}
+keywords = ["ebm2onnx", "interpretml", "machine-learning", "onnx"]
+authors = [
+  {email = "romain.picard@softathome.com"},
+  {name = "Romain Picard"}
+]
+classifiers = [
+  'Development Status :: 4 - Beta',
+  'Intended Audience :: Developers',
+  'License :: OSI Approved :: MIT License',
+  'Topic :: Scientific/Engineering :: Artificial Intelligence',
+  'Natural Language :: English',
+  'Programming Language :: Python :: 3',
+  'Programming Language :: Python :: 3.6',
+  'Programming Language :: Python :: 3.7',
+  'Programming Language :: Python :: 3.8',
+]
+
+dependencies = [
+  'onnx~=1.8',
+  'interpret-core[required,ebm]~=0.3',
+]
+
+[project.optional-dependencies]
+test = [
+  "pytest",
+]
+
+[project.urls]
+repository = "https://github.com/interpretml/ebm2onnx.git"
+
+[options]
+packages = ["ebm2onnx"]
+
+[tool.setuptools.packages.find]
+where = ["./"]
+include = ["ebm2onnx"]
+namespaces = false
diff --git a/setup.cfg b/setup.cfg
index 47db8d0..f7bce63 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -3,9 +3,9 @@ current_version = 2.0.0
 commit = True
 tag = True
 
-[bumpversion:file:setup.py]
-search = version='{current_version}'
-replace = version='{new_version}'
+[bumpversion:file:pyproject.toml]
+search = version = '{current_version}'
+replace = version = '{new_version}'
 
 [bumpversion:file:ebm2onnx/__init__.py]
 search = __version__ = '{current_version}'
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 7310301..0000000
--- a/setup.py
+++ /dev/null
@@ -1,41 +0,0 @@
-#!/usr/bin/env python
-
-"""The setup script."""
-
-from setuptools import setup, find_packages
-
-with open('README.rst') as readme_file:
-    readme = readme_file.read()
-
-requirements = [
-    'onnx>=1.8',
-    'interpret-core[required,ebm]>=0.3',
- ]
-
-setup(
-    author="Romain Picard",
-    author_email='romain.picard@softathome.com',
-    python_requires='>=3.6',
-    classifiers=[
-        'Development Status :: 4 - Beta',
-        'Intended Audience :: Developers',
-        'License :: OSI Approved :: MIT License',
-        'Topic :: Scientific/Engineering :: Artificial Intelligence',
-        'Natural Language :: English',
-        'Programming Language :: Python :: 3',
-        'Programming Language :: Python :: 3.6',
-        'Programming Language :: Python :: 3.7',
-        'Programming Language :: Python :: 3.8',
-    ],
-    description="EBM model serialization to ONNX",
-    install_requires=requirements,
-    license="MIT license",
-    long_description=readme,
-    include_package_data=True,
-    keywords='ebm2onnx',
-    name='ebm2onnx',
-    packages=find_packages(include=['ebm2onnx']),
-    url='https://github.com/interpretml/ebm2onnx.git',
-    version='2.0.0',
-    zip_safe=True,
-)