2023-04-14 11:18:45 -07:00
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[build-system]
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2025-08-12 10:53:58 -07:00
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requires = ["setuptools>=61", "setuptools_scm>=7.0", "wheel"]
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2023-04-14 11:18:45 -07:00
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build-backend = "setuptools.build_meta"
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2025-08-12 10:53:58 -07:00
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[project]
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name = "TPOT"
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description = "Tree-based Pipeline Optimization Tool"
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readme = "README.md"
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requires-python = ">=3.10,<3.14"
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license = { text = "LGPL-3.0" }
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authors = [
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{ name = "Pedro Ribeiro" }
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2023-04-14 11:18:45 -07:00
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]
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2025-08-12 10:53:58 -07:00
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keywords = [
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"pipeline optimization",
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"hyperparameter optimization",
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"data science",
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"machine learning",
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"genetic programming",
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"evolutionary computation"
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]
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classifiers = [
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"Intended Audience :: Science/Research",
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"Programming Language :: Python :: 3.10",
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"Programming Language :: Python :: 3.11",
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"Programming Language :: Python :: 3.12",
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"Programming Language :: Python :: 3.13",
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"Topic :: Scientific/Engineering :: Artificial Intelligence"
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]
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dependencies = [
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"numpy>=1.26.4",
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"scipy>=1.3.1",
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"scikit-learn>=1.6",
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"update_checker>=0.16",
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"tqdm>=4.36.1",
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"stopit>=1.1.1",
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"pandas>=2.2.0",
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"joblib>=1.1.1",
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"xgboost>=3.0.0",
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"matplotlib>=3.6.2",
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"traitlets>=5.8.0",
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"lightgbm>=3.3.3",
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"optuna>=3.0.5",
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"networkx>=3.0",
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"dask>=2024.4.2",
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"distributed>=2024.4.2",
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"dask-expr>=1.0.12",
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"dask-jobqueue>=0.8.5",
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"func_timeout>=4.3.5",
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"configspace>=1.1.1",
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"dill>=0.3.9",
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"seaborn>=0.13.2",
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]
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dynamic = ["version"]
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[project.optional-dependencies]
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skrebate = ["skrebate>=0.3.4"]
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mdr = ["scikit-mdr>=0.4.4"]
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sklearnex = ["scikit-learn-intelex>=2023.2.1"]
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amltk = ["amltk>=1.12.1"]
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testing = [
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"pytest>=6.0",
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"pytest-cov>=2.0",
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"mypy>=0.910",
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"flake8>=3.9",
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"tox>=3.24"
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]
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[project.urls]
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Homepage = "https://github.com/EpistasisLab/tpot"
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[project.scripts]
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tpot = "tpot:main"
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[tool.setuptools]
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packages = ["tpot"]
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zip-safe = true
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[tool.setuptools.package-data]
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tpot = ["py.typed"]
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[tool.flake8]
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max-line-length = 120
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2023-04-14 11:18:45 -07:00
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2025-08-12 10:53:58 -07:00
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[tool.setuptools_scm]
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# setuptools_scm gets the version from Git tags, e.g git tag v1.1.0
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# then python -m build embeds the version into the package
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