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setup.py
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setup.py
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from setuptools import find_packages
from setuptools import setup
from pypots import __version__
with open("./README.md", encoding="utf-8") as f:
README = f.read()
setup(
name="pypots",
version=__version__,
description="A Python Toolbox for Machine Learning on Partially-Observed Time Series",
long_description=README,
long_description_content_type="text/markdown",
license="BSD-3-Clause",
author="Wenjie Du",
author_email="[email protected]",
url="https://pypots.com/",
project_urls={
"Documentation": "https://docs.pypots.com/",
"Source": "https://github.com/WenjieDu/PyPOTS/",
"Tracker": "https://github.com/WenjieDu/PyPOTS/issues/",
"Download": "https://github.com/WenjieDu/PyPOTS/archive/main.zip",
},
keywords=[
"data science",
"data mining",
"neural networks",
"machine learning",
"deep learning",
"artificial intelligence",
"time-series analysis",
"time series",
"imputation",
"interpolation",
"classification",
"clustering",
"forecasting",
"partially observed",
"irregular sampled",
"partially-observed time series",
"incomplete time series",
"missing data",
"missing values",
],
packages=find_packages(exclude=["tests"]),
include_package_data=True,
install_requires=[
"h5py",
"numpy",
"scipy",
"sympy",
"einops",
"pandas",
"matplotlib",
"tensorboard",
"scikit-learn",
"torch>=1.10.0",
"tsdb>=0.2",
"pygrinder>=0.4",
],
python_requires=">=3.7.0",
setup_requires=["setuptools>=38.6.0"],
entry_points={"console_scripts": ["pypots-cli=pypots.cli.pypots_cli:main"]},
classifiers=[
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"Intended Audience :: Healthcare Industry",
"License :: OSI Approved :: BSD License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Application Frameworks",
],
)