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pyproject.toml
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pyproject.toml
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[build-system]
requires = ["setuptools>=71", "setuptools_scm[toml]>=8"]
build-backend = "setuptools.build_meta"
[project]
name = "imbalanced-learn"
dynamic = ["version", "readme"]
description = "Toolbox for imbalanced dataset in machine learning"
authors = [
{ name="G. Lemaitre", email="[email protected]"},
{ name="C. Aridas", email="[email protected]"},
]
classifiers = [
"Development Status :: 5 - Production/Stable",
"Environment :: Console",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Scientific/Engineering",
"Topic :: Software Development :: Libraries",
]
requires-python = ">=3.10"
dependencies = [
"numpy>=1.24.3,<3",
"scipy>=1.10.1,<2",
"scikit-learn>=1.2.2,<2",
"joblib>=1.1.1,<2",
"threadpoolctl>=2.0.0,<4",
]
[tool.setuptools.dynamic]
version = { file = "imblearn/VERSION.txt" }
readme = { file = "README.rst" }
[project.optional-dependencies]
dev = [
"ipykernel",
"ipython",
"jupyterlab",
]
docs = [
"pandas>=1.5.3,<3",
"tensorflow>=2.13.1,<3",
"matplotlib>=3.7.3,<4",
"seaborn>=0.12.2,<1",
"memory_profiler>=0.61.0,<1",
"numpydoc>=1.5.0,<2",
"sphinx>=8.0.2,<9",
"sphinx-gallery>=0.13.0,<1",
"sphinxcontrib-bibtex>=2.6.3,<3",
"sphinx-copybutton>=0.5.2,<1",
"pydata-sphinx-theme>=0.15.4,<1",
"sphinx-design>=0.6.1,<1",
]
linters = [
"black==23.3.0",
"ruff==0.4.8",
"pre-commit",
]
optional = [
"pandas>=1.5.3,<3",
]
tensorflow = [
"tensorflow>=2.13.1,<3",
]
keras = [
"keras>=3.0.5,<4",
]
tests = [
"packaging>=23.2,<25",
"pytest>=7.2.2,<9",
"pytest-cov>=4.1.0,<6",
"pytest-xdist>=3.5.0,<4",
]
[project.urls]
Homepage = "https://imbalanced-learn.org/"
Source = "https://github.com/scikit-learn-contrib/imbalanced-learn"
Issues = "https://github.com/scikit-learn-contrib/imbalanced-learn/issues"
[tool.setuptools]
packages = ["imblearn"]
[tool.pixi.project]
channels = ["conda-forge"]
platforms = ["linux-64", "osx-arm64", "osx-64", "win-64"]
[tool.pixi.dependencies]
numpy = ">=1.24.3,<2"
scipy = ">=1.10.1,<2"
scikit-learn = ">=1.2.2,<2"
joblib = ">=1.1.1,<2"
threadpoolctl = ">=2.0.0,<4"
[tool.pixi.feature.dev.dependencies]
ipykernel = "*"
ipython = "*"
jupyterlab = "*"
[tool.pixi.feature.docs.dependencies]
matplotlib = ">=3.7.3,<4"
seaborn = ">=0.12.2,<1"
memory_profiler = ">=0.61.0,<1"
numpydoc = ">=1.5.0,<2"
sphinx = ">=8.0.2,<9"
sphinx-gallery = ">=0.13.0,<1"
sphinxcontrib-bibtex = ">=2.4.1,<3"
sphinx-copybutton = ">=0.5.2,<1"
pydata-sphinx-theme = ">=0.15.4,<1"
sphinx-design = ">=0.6.1,<1"
[tool.pixi.feature.linters.dependencies]
black = "==23.3.0"
ruff = "==0.4.8"
pre-commit = "*"
[tool.pixi.feature.optional.dependencies]
pandas = ">=1.5.3,<3"
[tool.pixi.feature.keras]
platforms = ["linux-64", "osx-arm64", "osx-64"]
[tool.pixi.feature.keras.dependencies]
keras = ">=3.0.5,<4"
[tool.pixi.feature.tensorflow]
platforms = ["linux-64", "osx-arm64", "osx-64"]
[tool.pixi.feature.tensorflow.dependencies]
tensorflow = ">=2.13.1,<3"
[tool.pixi.feature.min-dependencies.dependencies]
numpy = "==1.24.3"
scipy = "==1.10.1"
scikit-learn = "==1.2.2"
joblib = "==1.1.1"
threadpoolctl = "==2.0.0"
[tool.pixi.feature.min-optional-dependencies.dependencies]
pandas = "==1.5.3"
[tool.pixi.feature.min-keras]
platforms = ["linux-64", "osx-arm64", "osx-64"]
[tool.pixi.feature.min-keras.dependencies]
keras = "==3.0.5"
[tool.pixi.feature.min-tensorflow]
platforms = ["linux-64", "osx-arm64", "osx-64"]
[tool.pixi.feature.min-tensorflow.dependencies]
tensorflow = "==2.13.1"
[tool.pixi.feature.sklearn-1-3.dependencies]
scikit-learn = "~=1.3.0"
[tool.pixi.feature.sklearn-1-4.dependencies]
scikit-learn = "~=1.4.0"
[tool.pixi.feature.py310.dependencies]
python = "~=3.10.0"
[tool.pixi.feature.py311.dependencies]
python = "~=3.11.0"
[tool.pixi.feature.py312.dependencies]
python = "~=3.12.0"
[tool.pixi.feature.tests.dependencies]
packaging = ">=23.2,<25"
pytest = ">=7.2.2,<9"
pytest-cov = ">=4.1.0,<6"
pytest-xdist = ">=3.5.0,<4"
[tool.pixi.pypi-dependencies]
imbalanced-learn = { path = ".", editable = true }
[tool.pixi.feature.docs.tasks]
build-docs = { cmd = "make html", cwd = "doc" }
clean-docs = { cmd = "rm -rf _build/ && rm -rf auto_examples/ && rm -rf reference/generated/", cwd = "doc" }
[tool.pixi.feature.linters.tasks]
linters = { cmd = "pre-commit install && pre-commit run -v --all-files --show-diff-on-failure" }
[tool.pixi.feature.tests.tasks]
tests = { cmd = "pytest -vsl --cov=imblearn --cov-report=xml imblearn" }
[tool.pixi.environments]
linters = ["linters"]
docs = ["optional", "docs", "tensorflow"]
tests = ["optional", "tests", "tensorflow"]
dev = ["dev", "optional", "docs", "linters", "tests", "tensorflow"]
ci-py310-min-dependencies = ["py310", "min-dependencies", "tests"]
ci-py310-min-optional-dependencies = ["py310", "min-dependencies", "min-optional-dependencies", "tests"]
ci-py310-min-keras = ["py310", "min-keras", "tests"]
ci-py310-min-tensorflow = ["py310", "min-tensorflow", "tests"]
ci-py311-sklearn-1-3 = ["py311", "sklearn-1-3", "tests"]
ci-py311-sklearn-1-4 = ["py311", "sklearn-1-4", "tests"]
ci-py311-latest-tensorflow = ["py311", "tensorflow", "tests"]
ci-py311-latest-keras = ["py311", "keras", "tests"]
ci-py312-latest-dependencies = ["py312", "tests"]
ci-py312-latest-optional-dependencies = ["py312", "optional", "tests"]
[tool.black]
line-length = 88
target_version = ['py310', 'py311']
preview = true
# Exclude irrelevant directories for formatting
exclude = '''
/(
\.eggs
| \.git
| \.mypy_cache
| \.vscode
| \.pytest_cache
| \.idea
| build
| dist
)/
'''
[tool.ruff]
# max line length for black
line-length = 88
target-version = "py310"
exclude=[
".git",
"__pycache__",
"dist",
"doc/_build",
"doc/auto_examples",
"build",
]
[tool.ruff.lint]
# all rules can be found here: https://beta.ruff.rs/docs/rules/
select = ["E", "F", "W", "I"]
ignore=[
# space before : (needed for how black formats slicing)
"E203",
# do not assign a lambda expression, use a def
"E731",
# do not use variables named 'l', 'O', or 'I'
"E741",
]
[tool.ruff.lint.per-file-ignores]
# It's fine not to put the import at the top of the file in the examples
# folder.
"examples/*"=["E402"]
"doc/conf.py"=["E402"]
[tool.pytest.ini_options]
filterwarnings = [
# Turn deprecation warnings into errors
"error::FutureWarning",
"error::DeprecationWarning",
# raised by `joblib` in old versions
"ignore:.*distutils Version classes are deprecated.*:DeprecationWarning",
]
addopts = "--doctest-modules --color=yes -rs"
doctest_optionflags = "NORMALIZE_WHITESPACE ELLIPSIS"