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setup.py
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"""
SynDX: Explainable AI-Driven Synthetic Data Generation Framework
Package configuration for the SynDX framework, which implements privacy-preserving
synthetic medical data generation for vestibular disorder research.
Author: Chatchai Tritham
Advisor: Assoc. Prof. Dr. Chakkrit Snae Namahoot
Institution: Naresuan University, Thailand
"""
from setuptools import setup, find_packages
from pathlib import Path
# Grab the README content for PyPI
readme_path = Path(__file__).parent / "README.md"
if readme_path.exists():
long_desc = readme_path.read_text(encoding="utf-8")
else:
long_desc = ""
setup(
name="syndx",
version="1.0.0",
author="Chatchai Tritham, Chakkrit Snae Namahoot",
author_email="chatchait66@nu.ac.th",
description="Explainable AI-Driven Synthetic Data Generation for Vestibular Disorders",
long_description=long_desc,
long_description_content_type="text/markdown",
url="https://github.com/ChatchaiTritham/SynDX",
package_dir={"": "src"},
packages=find_packages(where="src"),
classifiers=[
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"Intended Audience :: Healthcare Industry",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Medical Science Apps.",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
],
python_requires=">=3.9",
install_requires=[
"numpy>=1.24.3",
"pandas>=2.0.3",
"scipy>=1.11.1",
"scikit-learn>=1.3.0",
"torch>=2.0.1",
"shap>=0.42.1",
"xgboost>=1.7.6",
"diffprivlib>=0.6.0",
"fhir.resources>=7.0.2",
"matplotlib>=3.7.2",
"seaborn>=0.12.2",
"tqdm>=4.66.1",
"pyyaml>=6.0.1",
],
extras_require={
"dev": [
"pytest>=7.4.2",
"pytest-cov>=4.1.0",
"black>=23.9.1",
"flake8>=6.1.0",
"jupyter>=1.0.0",
],
"docs": [
"sphinx>=7.2.5",
"sphinx-rtd-theme>=1.3.0",
],
},
entry_points={
"console_scripts": [
"syndx-generate=syndx.cli:generate",
"syndx-validate=syndx.cli:validate",
],
},
)