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pyproject.toml
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88 lines (83 loc) · 2.19 KB
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[build-system]
requires = ["setuptools>=61.0", "setuptools-scm"]
build-backend = "setuptools.build_meta"
[project]
name = "pyinterpret"
version = "0.1.0"
description = "A unified Python library for machine learning model interpretation"
readme = "README.md"
requires-python = ">=3.7"
license = {text = "MIT"}
authors = [
{name = "PyInterpret Team", email = "team@pyinterpret.org"}
]
keywords = [
"machine learning",
"interpretability",
"explainability",
"shap",
"lime",
"feature importance",
"model explanation",
"xai",
"artificial intelligence"
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules",
"License :: OSI Approved :: MIT License",
"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",
"Operating System :: OS Independent",
]
dependencies = [
"numpy>=1.19.0",
"pandas>=1.1.0",
"scikit-learn>=0.24.0",
"matplotlib>=3.3.0",
"flask>=2.2.5",
"seaborn>=0.12.2",
"setuptools>=68.0.0",
"build>=1.1.1",
"twine>=4.0.2",
]
[project.optional-dependencies]
shap = ["shap>=0.39.0"]
lime = ["lime>=0.2.0"]
docs = [
"sphinx>=4.0.0",
"sphinx-rtd-theme>=0.5.0",
"sphinx-autodoc-typehints>=1.11.0",
]
testing = [
"pytest>=6.0.0",
"pytest-cov>=2.10.0",
"pytest-mock>=3.3.0",
]
dev = [
"black>=21.0.0",
"flake8>=3.8.0",
"isort>=5.0.0",
"pre-commit>=2.10.0",
]
all = [
"shap>=0.39.0",
"lime>=0.2.0",
"plotly>=5.0.0",
]
[project.urls]
Homepage = "https://github.com/pyinterpret/pyinterpret"
Documentation = "https://pyinterpret.readthedocs.io/"
Repository = "https://github.com/pyinterpret/pyinterpret"
Issues = "https://github.com/pyinterpret/pyinterpret/issues"
[tool.setuptools.packages.find]
include = ["pyinterpret*"]
[tool.setuptools.package-data]
pyinterpret = ["py.typed"]