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pyproject.toml
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pyproject.toml
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[project]
name = "target-permutation-importances"
version = "2.1.0"
description = "Compute (Target) Permutation Importances of a machine learning model"
authors = [{name = "Anthony Chiu", email = "kingychiu@gmail.com"}]
maintainers = [{name = "Anthony Chiu", email = "kingychiu@gmail.com"}]
readme = "README.md"
requires-python = ">=3.9"
license = {file = "LICENSE.txt"}
keywords = ["feature selection", "feature ranking", "feature importances", "kaggle", "machine learning", "permutation-importances", "null-importances"]
classifiers = [
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Operating System :: MacOS",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
]
[tool.poetry]
name = "target-permutation-importances"
version = "2.1.0"
description = "Compute (Target) Permutation Importances of a machine learning model"
authors = ["Anthony Chiu <kingychiu@gmail.com>"]
maintainers = ["Anthony Chiu <kingychiu@gmail.com>"]
readme = "README.md"
packages = [{include = "target_permutation_importances"}]
homepage = "https://github.com/kingychiu/target-permutation-importances"
repository = "https://github.com/kingychiu/target-permutation-importances"
documentation = "https://target-permutation-importances.readthedocs.io/en/latest/"
classifiers = [
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Operating System :: MacOS",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
]
[project.urls]
Repository = "https://github.com/kingychiu/target-permutation-importances"
Homepage = "https://github.com/kingychiu/target-permutation-importances"
Documentation = "https://target-permutation-importances.readthedocs.io/en/latest/"
[tool.poetry.dependencies]
python = "^3.9"
numpy = "^1.23.5"
pandas = "^2.0.3"
tqdm = "^4.48.2"
beartype = "^0.14.1"
scipy = "^1.9"
[tool.poetry.group.dev.dependencies]
ruff = "^0.2.1"
black = "^24.1.1"
isort = "^5.13.2"
mypy = "^1.8.0"
pytest = "^7.4.0"
pytest-cov = "^4.1.0"
datasets = "^2.13.1"
scikit-learn = "^1.3.0"
pandas-stubs = "^2.0.2.230605"
types-tqdm = "^4.65.0.1"
xgboost = "^1.7.6"
catboost = "^1.2"
cmake = "^3.26.4"
lightgbm = "^3.3.5"
coverage-badge = "^1.1.0"
twine = "^4.0.2"
mkdocs = {extras = ["python"], version = "^1.4.3"}
mkdocstrings = "^0.22.0"
mkdocstrings-python = "^1.1.2"
mkdocs-table-reader-plugin = "^2.0.1"
pytest-xdist = "^3.3.1"
mkdocs-material = "^9.1.18"
[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"
[tool.ruff]
exclude = ["__init__.py"]
lint.select = ["E", "F", "PL", "I", "ICN", "RET", "SIM", "NPY", "RUF"]
lint.ignore = ["E501", "PLR0913"]
[tool.mypy]
exclude = [ ]
ignore_missing_imports = true
check_untyped_defs = true
python_version = "3.9"