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117 lines (106 loc) · 2.8 KB
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[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "fdfi"
version = "0.1.0"
description = "Flow-Disentangled Feature Importance"
readme = "README.md"
authors = [
{name = "FDFI Team"}
]
license = {text = "MIT"}
classifiers = [
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
]
keywords = ["machine learning", "explainability", "feature importance", "interpretability"]
requires-python = ">=3.8"
dependencies = [
"numpy>=1.20.0",
"scipy>=1.7.0",
"scikit-learn>=1.0.0",
"matplotlib>=3.5.0",
"statsmodels>=0.13.0",
]
[project.optional-dependencies]
dev = [
"pytest>=7.0.0",
"pytest-cov>=4.0.0",
"black>=23.0.0",
"flake8>=6.0.0",
"mypy>=1.0.0",
"isort>=5.12.0",
]
flow = [
"torch>=2.0.0",
"torchdiffeq>=0.2.3",
"tqdm>=4.60.0",
]
docs = [
"sphinx>=5.0.0",
"sphinx-rtd-theme>=1.2.0",
"myst-parser>=1.0.0",
"nbsphinx>=0.9.0",
# Needed only to re-execute the documentation notebooks, not to build the
# HTML (nbsphinx_execute = "never"). xlrd reads the UCI CTG .xls used by
# the Cardiotocography case study.
"ipykernel>=6.0.0",
"xlrd>=2.0.1",
]
all = [
"fdfi[dev]",
"fdfi[flow]",
"fdfi[docs]",
]
[project.urls]
Homepage = "https://github.com/jinhongdu-lab/FDFI"
Documentation = "https://fdfi.readthedocs.io/en/latest/"
Repository = "https://github.com/jinhongdu-lab/FDFI"
Issues = "https://github.com/jinhongdu-lab/FDFI/issues"
[tool.setuptools]
packages = ["fdfi", "fdfi.explainers"]
[tool.setuptools.package-data]
fdfi = ["py.typed"]
[tool.pytest.ini_options]
minversion = "7.0"
addopts = "-ra -q --strict-markers"
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
[tool.black]
line-length = 88
target-version = ['py38', 'py39', 'py310', 'py311', 'py312']
include = '\.pyi?$'
[tool.isort]
profile = "black"
line_length = 88
[tool.mypy]
python_version = "3.8"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = false
disallow_incomplete_defs = false
[tool.coverage.run]
source = ["fdfi"]
omit = ["tests/*"]
[tool.coverage.report]
exclude_lines = [
"pragma: no cover",
"def __repr__",
"raise AssertionError",
"raise NotImplementedError",
"if __name__ == .__main__.:",
"if TYPE_CHECKING:",
]