pyproject.toml

[build-system]
requires = ["setuptools>=61.0", "setuptools_scm[toml]>=6.2"]

[tool.setuptools]
packages = ["fgclustering"]

[tool.setuptools.dynamic]
readme = { file = "README.md" }

[tool.setuptools_scm]
write_to = "fgclustering/_version.py"

[project]
name = "fgclustering"
dynamic = ["version"]
authors = [
  { name = "Lisa Barros de Andrade e Sousa", email = "lisa.barros.andrade.sousa@gmail.com" },
  { name = "Helena Pelin", email = "helena.pelin@helmholtz-muenchen.de" },
  { name = "Dominik Thalmeier" },
  { name = "Marie Piraud", email = "marie.piraud@helmholtz-muenchen.de" },
]
maintainers = [
  { name = "Lisa Barros de Andrade e Sousa", email = "lisa.barros.andrade.sousa@gmail.com" },
  { name = "Helena Pelin", email = "helena.pelin@helmholtz-muenchen.de" },
]
description = "Forest-Guided Clustering - Explainability method for Random Forest models."
keywords = ["random forest", "xai", "explainable ai"]
readme = "README.md"
requires-python = ">=3.7"
classifiers = [
  "Programming Language :: Python :: 3",
  "License :: OSI Approved :: MIT License",
  "Operating System :: OS Independent",
]
dependencies = [
  "pandas",
  "numpy",
  "matplotlib",
  "seaborn>=0.12",
  "scikit-learn",
  "kmedoids",
  "scipy",
  "tqdm",
  "statsmodels>=0.13.5",
  "numexpr>=2.8.4",
  "numba",
  "plotly",
  "nbformat",
]

[project.optional-dependencies]
dev = ["pytest"]

[project.urls]
documentation = "https://forest-guided-clustering.readthedocs.io/en/latest/"
repository = "https://github.com/HelmholtzAI-Consultants-Munich/fg-clustering"