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ExtenDRA: Extended Longevity Discovery & Response Architecture
=====================================================
Causal deep learning-powered cross-layer multi-omics harmonization and
integration framework following the central dogma of biology for deciphering
molecular interplays underlying exceptional longevity.
Installation
------------
pip install -e .
Usage
-----
python -m extendra.pipeline --mode quick_test
python -m extendra.pipeline --mode train --data synthetic --epochs 50
"""
from setuptools import setup, find_packages
setup(
name="extendra-longevity",
version="0.1.0",
description="Extended Longevity Discovery and Response Architecture for Exceptional Longevity",
author="ExtenDRA Team",
packages=find_packages(),
python_requires=">=3.10",
install_requires=[
"torch>=2.0.0",
"transformers>=4.40.0",
"datasets>=2.14.0",
"trackio>=0.1.0",
"numpy>=1.24.0",
"pandas>=2.0.0",
"scikit-learn>=1.3.0",
],
extras_require={
"dev": [
"pytest>=7.0",
"black>=23.0",
"isort>=5.12",
],
"huggingface": [
"huggingface_hub>=0.20.0",
"peft>=0.7.0",
],
},
classifiers=[
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Bio-Informatics",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
],
)
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