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dev-python/explainy - 0.2.12 (pypi)

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Package Information

Description:
explainy is a library for generating explanations for machine learning models in Python. It uses methods from Machine Learning Explainability and provides a standardized API to create feature importance explanations for samples. The explanations are generated in the form of plots and text.
Homepage:
https://github.com/MauroLuzzatto/explainy
License:
MIT

Ebuild Details

Version EAPI Keywords Slot
0.2.12 8 ~amd64 ~x86 0
View Raw Ebuild 
# automatically generated by g-sorcery
# please do not edit this file

EAPI=8

REALNAME="${PN}"
LITERALNAME="${PN}"
REALVERSION="${PV}"
DIGEST_SOURCES="yes"
PYTHON_COMPAT=( python{3_11,3_12,3_13,3_14} )
DISTUTILS_USE_PEP517=standalone

inherit python-r1 gs-pypi

DESCRIPTION="explainy is a library for generating explanations for machine learning models in Python. It uses methods from Machine Learning Explainability and provides a standardized API to create feature importance explanations for samples. The explanations are generated in the form of plots and text."

HOMEPAGE="https://github.com/MauroLuzzatto/explainy"
LICENSE="MIT"
SRC_URI="https://files.pythonhosted.org/packages/source/${REALNAME::1}/${REALNAME}/${REALNAME}-${REALVERSION}.tar.gz"
SOURCEFILE="${REALNAME}-${REALVERSION}.tar.gz"
RESTRICT="test"

SLOT="0"
KEYWORDS="~amd64 ~x86"

IUSE=""
DEPENDENCIES="~dev-python/scikit-learn-1.5.0[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/mlxtend[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	~dev-python/matplotlib-3.7.1[${PYTHON_USEDEP}]
	~dev-python/graphviz-0.16[${PYTHON_USEDEP}]
	~dev-python/numpy-1.23.1[${PYTHON_USEDEP}]
	~dev-python/matplotlib-inline-0.1.2[${PYTHON_USEDEP}]
	dev-python/ipykernel[${PYTHON_USEDEP}]
	dev-python/ipython[${PYTHON_USEDEP}]
	dev-python/ipywidgets[${PYTHON_USEDEP}]"
BDEPEND="${DEPENDENCIES}"
RDEPEND="${DEPENDENCIES}"

Dependencies

RDEPEND

~dev-python/scikit-learn-1.5.0[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/mlxtend[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	~dev-python/matplotlib-3.7.1[${PYTHON_USEDEP}]
	~dev-python/graphviz-0.16[${PYTHON_USEDEP}]
	~dev-python/numpy-1.23.1[${PYTHON_USEDEP}]
	~dev-python/matplotlib-inline-0.1.2[${PYTHON_USEDEP}]
	dev-python/ipykernel[${PYTHON_USEDEP}]
	dev-python/ipython[${PYTHON_USEDEP}]
	dev-python/ipywidgets[${PYTHON_USEDEP}]

BDEPEND

~dev-python/scikit-learn-1.5.0[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/mlxtend[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	~dev-python/matplotlib-3.7.1[${PYTHON_USEDEP}]
	~dev-python/graphviz-0.16[${PYTHON_USEDEP}]
	~dev-python/numpy-1.23.1[${PYTHON_USEDEP}]
	~dev-python/matplotlib-inline-0.1.2[${PYTHON_USEDEP}]
	dev-python/ipykernel[${PYTHON_USEDEP}]
	dev-python/ipython[${PYTHON_USEDEP}]
	dev-python/ipywidgets[${PYTHON_USEDEP}]

Manifest for 0.2.12

Type File Size Source URLs
DIST explainy-0.2.12.tar.gz 654874 bytes https://files.pythonhosted.org/packages/source/${REALNAME::1}/explainy/explainy-0.2.12.tar.gz