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setup.py
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from setuptools import find_packages, setup
def get_long_description():
return """This package implements EPoCS - an ESM-based Pocket Cross-Similarity metric for the comparison and contextualisation of protein binding sites, and systematic debiasing of train-test splits for pocket-centric machine-learning models. EPoCS combines protein language models (specifically, ESM-2) with real-space tesselation to generate vector embeddings for protein binding sites. The embeddings are the basis of the EPoCS similarity metric that gives rise to the pocket atlas.""" # noqa
def get_scripts():
return [
"./run_epocs.py",
]
if __name__ == "__main__":
setup(
name="epocs",
version="0.1.0",
url="https://github.com/toruc/epocs",
description="EPoCS metric for binding-site similarity",
long_description=get_long_description(),
packages=find_packages(),
scripts=get_scripts(),
setup_requires=[],
install_requires=[],
include_package_data=True,
ext_modules=[],
license="Apache License 2.0",
classifiers=[
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering :: Physics",
"Topic :: Scientific/Engineering :: Chemistry",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
],
keywords="drug discovery machine learning protein binding sites similarity metric",
python_requires=">=3.9",
)