pyproject.toml

[tool.poetry]
name = "kmedoid-discretizer"
version = "0.0.1"
description = "Adaptative Kmedoid Discretizer for numerical feature engineering (Sklearn compatible). Aternative to KBinsDiscretizer for binning."
authors = ["Marvin Martin", "Daniel Nowak"]

[tool.poetry-version-plugin]
source = "git-tag"

[tool.poetry.dependencies]
python = ">= 3.7.13, <= 3.9.16"
numpy = "^1.20.3"
pandas = "^1.2.4"
scikit-learn = "^0.24.2"
scikit-learn-extra = "^0.2.0"
ray = "^1.11.1"
protobuf = "^3.20.0"

[tool.poetry.dev-dependencies]
black = "^22.3.0"
pre-commit = "^2.16.0"
pytest = "^6.2.5"
coverage = "^6.2.0"
isort = "^5.10.1"
pytest-cov = "^4.0.0"
coverage-badge = "^1.1.0"

[tool.black]
color = true

exclude = '''
/(
    \.git
    | \.hg
    | \.mypy_cache
    | \.tox
    | \.venv
    | _build
    | buck-out
    | build
    | dist
    | env
    | venv
)/
'''

[tool.isort]
known_typing = ["typing", "types", "typing_extensions", "mypy", "mypy_extensions"]
sections = ["FUTURE", "TYPING", "STDLIB", "THIRDPARTY", "FIRSTPARTY", "LOCALFOLDER"]
include_trailing_comma = true
profile = "black"
multi_line_output = 3
indent = 4
color_output = true

[build-system]
requires = ["poetry_core>=1.0.0"]
build-backend = "poetry.core.masonry.api"