Class-Imbalance/pyproject.toml at master · Albertsr/Class-Imbalance · GitHub

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[build-system]
requires = ["setuptools>=77", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "class-imbalance"
version = "0.2.0"
description = "Explicit utilities and credit-risk guidance for imbalanced binary classification."
readme = { file = "README.md", content-type = "text/markdown" }
requires-python = ">=3.10"
license = "MIT"
license-files = ["LICENSE"]
authors = [
  { name = "Ma Xiao" }
]
keywords = [
  "class imbalance",
  "credit risk",
  "probability of default",
  "cost-sensitive learning",
  "fraud detection",
]
classifiers = [
  "Development Status :: 3 - Alpha",
  "Intended Audience :: Financial and Insurance Industry",
  "Intended Audience :: Science/Research",
  "Programming Language :: Python :: 3",
  "Programming Language :: Python :: 3 :: Only",
  "Programming Language :: Python :: 3.10",
  "Programming Language :: Python :: 3.11",
  "Programming Language :: Python :: 3.12",
  "Programming Language :: Python :: 3.13",
  "Topic :: Scientific/Engineering :: Artificial Intelligence",
]
dependencies = [
  "numpy>=1.23",
]

[project.optional-dependencies]
sklearn = [
  "scikit-learn>=1.4",
]
sampling = [
  "imbalanced-learn>=0.12",
  "scikit-learn>=1.4",
]
boosting = [
  "lightgbm>=4.0",
  "xgboost>=2.0",
]
dev = [
  "build>=1.2",
  "imbalanced-learn>=0.12",
  "pytest>=8",
  "pytest-cov>=5",
  "ruff>=0.6",
  "scikit-learn>=1.4",
]

[project.urls]
Homepage = "https://github.com/albertsr/Class-Imbalance"
Repository = "https://github.com/albertsr/Class-Imbalance"
Documentation = "https://github.com/albertsr/Class-Imbalance#readme"
Issues = "https://github.com/albertsr/Class-Imbalance/issues"

[tool.setuptools.packages.find]
where = ["src"]

[tool.pytest.ini_options]
testpaths = ["tests"]
addopts = [
  "-ra",
  "--strict-config",
  "--strict-markers",
  "--cov=class_imbalance",
  "--cov-branch",
  "--cov-report=term-missing",
  "--cov-fail-under=90",
]

[tool.coverage.run]
branch = true
source = ["class_imbalance"]

[tool.coverage.report]
show_missing = true
skip_covered = true
exclude_also = [
  "if TYPE_CHECKING:",
  "pragma: no cover",
]

[tool.ruff]
line-length = 100
target-version = "py310"
extend-exclude = ["legacy"]

[tool.ruff.lint]
select = ["B", "E", "F", "I", "UP"]