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dev-python/autoprognosis - 0.1.22 (pypi)

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Package Information

Description:
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis. [wheel]
Homepage:
https://www.vanderschaar-lab.com/
License:
Apache-2.0 license

Ebuild Details

Version EAPI Keywords Slot
0.1.22 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=wheel

inherit python-r1 gs-pypi

DESCRIPTION="A system for automating the design of predictive modeling pipelines tailored for clinical prognosis. [wheel]"

HOMEPAGE="https://www.vanderschaar-lab.com/"
LICENSE="Apache-2.0 license"
SRC_URI="https://files.pythonhosted.org/packages/py2.py3/${REALNAME::1}/${REALNAME}/${REALNAME}-${REALVERSION}-py2.py3-none-any.whl"
SOURCEFILE="${REALNAME}-${REALVERSION}-py2.py3-none-any.whl"
RESTRICT="test"

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

IUSE="all boosting dashboard docs explainers survival tabnet"
DEPENDENCIES="dev-python/cloudpickle[${PYTHON_USEDEP}]
	dev-python/hyperimpute[${PYTHON_USEDEP}]
	dev-python/joblib[${PYTHON_USEDEP}]
	dev-python/lifelines[${PYTHON_USEDEP}]
	dev-python/loguru[${PYTHON_USEDEP}]
	dev-python/matplotlib[${PYTHON_USEDEP}]
	>=dev-python/numpy-1.20[${PYTHON_USEDEP}]
	dev-python/optuna[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/pydantic[${PYTHON_USEDEP}]
	dev-python/pyod[${PYTHON_USEDEP}]
	dev-python/redis[${PYTHON_USEDEP}]
	>=dev-python/scikit-learn-1.0[${PYTHON_USEDEP}]
	>=dev-python/scipy-1.3.2[${PYTHON_USEDEP}]
	dev-python/seaborn[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	dev-python/statsmodels[${PYTHON_USEDEP}]
	dev-python/torch[${PYTHON_USEDEP}]
	explainers? ( dev-python/lime[${PYTHON_USEDEP}] )
	explainers? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	boosting? ( dev-python/catboost[${PYTHON_USEDEP}] )
	boosting? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	boosting? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	tabnet? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	survival? ( dev-python/pycox[${PYTHON_USEDEP}] )
	survival? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	survival? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/plotly[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/psutil[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	all? ( dev-python/lime[${PYTHON_USEDEP}] )
	all? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	all? ( dev-python/catboost[${PYTHON_USEDEP}] )
	all? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	all? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	all? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	all? ( dev-python/pycox[${PYTHON_USEDEP}] )
	all? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	all? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	all? ( dev-python/plotly[${PYTHON_USEDEP}] )
	all? ( dev-python/psutil[${PYTHON_USEDEP}] )
	all? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	all? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	docs? ( <dev-python/docutils-0.21[${PYTHON_USEDEP}] )
	docs? ( dev-python/lxml[${PYTHON_USEDEP}] )
	docs? ( dev-python/m2r2[${PYTHON_USEDEP}] )
	docs? ( dev-python/mistune[${PYTHON_USEDEP}] )
	docs? ( dev-python/nbconvert[${PYTHON_USEDEP}] )
	virtual/allow-pypi-wheels"
BDEPEND="${DEPENDENCIES}"
RDEPEND="${DEPENDENCIES}"

USE Flags

all
boosting
dashboard
docs
explainers
survival
tabnet

Dependencies

RDEPEND

dev-python/cloudpickle[${PYTHON_USEDEP}]
	dev-python/hyperimpute[${PYTHON_USEDEP}]
	dev-python/joblib[${PYTHON_USEDEP}]
	dev-python/lifelines[${PYTHON_USEDEP}]
	dev-python/loguru[${PYTHON_USEDEP}]
	dev-python/matplotlib[${PYTHON_USEDEP}]
	>=dev-python/numpy-1.20[${PYTHON_USEDEP}]
	dev-python/optuna[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/pydantic[${PYTHON_USEDEP}]
	dev-python/pyod[${PYTHON_USEDEP}]
	dev-python/redis[${PYTHON_USEDEP}]
	>=dev-python/scikit-learn-1.0[${PYTHON_USEDEP}]
	>=dev-python/scipy-1.3.2[${PYTHON_USEDEP}]
	dev-python/seaborn[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	dev-python/statsmodels[${PYTHON_USEDEP}]
	dev-python/torch[${PYTHON_USEDEP}]
	explainers? ( dev-python/lime[${PYTHON_USEDEP}] )
	explainers? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	boosting? ( dev-python/catboost[${PYTHON_USEDEP}] )
	boosting? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	boosting? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	tabnet? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	survival? ( dev-python/pycox[${PYTHON_USEDEP}] )
	survival? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	survival? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/plotly[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/psutil[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	all? ( dev-python/lime[${PYTHON_USEDEP}] )
	all? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	all? ( dev-python/catboost[${PYTHON_USEDEP}] )
	all? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	all? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	all? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	all? ( dev-python/pycox[${PYTHON_USEDEP}] )
	all? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	all? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	all? ( dev-python/plotly[${PYTHON_USEDEP}] )
	all? ( dev-python/psutil[${PYTHON_USEDEP}] )
	all? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	all? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	docs? ( <dev-python/docutils-0.21[${PYTHON_USEDEP}] )
	docs? ( dev-python/lxml[${PYTHON_USEDEP}] )
	docs? ( dev-python/m2r2[${PYTHON_USEDEP}] )
	docs? ( dev-python/mistune[${PYTHON_USEDEP}] )
	docs? ( dev-python/nbconvert[${PYTHON_USEDEP}] )
	virtual/allow-pypi-wheels

BDEPEND

dev-python/cloudpickle[${PYTHON_USEDEP}]
	dev-python/hyperimpute[${PYTHON_USEDEP}]
	dev-python/joblib[${PYTHON_USEDEP}]
	dev-python/lifelines[${PYTHON_USEDEP}]
	dev-python/loguru[${PYTHON_USEDEP}]
	dev-python/matplotlib[${PYTHON_USEDEP}]
	>=dev-python/numpy-1.20[${PYTHON_USEDEP}]
	dev-python/optuna[${PYTHON_USEDEP}]
	dev-python/pandas[${PYTHON_USEDEP}]
	dev-python/pydantic[${PYTHON_USEDEP}]
	dev-python/pyod[${PYTHON_USEDEP}]
	dev-python/redis[${PYTHON_USEDEP}]
	>=dev-python/scikit-learn-1.0[${PYTHON_USEDEP}]
	>=dev-python/scipy-1.3.2[${PYTHON_USEDEP}]
	dev-python/seaborn[${PYTHON_USEDEP}]
	dev-python/shap[${PYTHON_USEDEP}]
	dev-python/statsmodels[${PYTHON_USEDEP}]
	dev-python/torch[${PYTHON_USEDEP}]
	explainers? ( dev-python/lime[${PYTHON_USEDEP}] )
	explainers? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	boosting? ( dev-python/catboost[${PYTHON_USEDEP}] )
	boosting? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	boosting? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	tabnet? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	survival? ( dev-python/pycox[${PYTHON_USEDEP}] )
	survival? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	survival? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/plotly[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/psutil[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	dashboard? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	all? ( dev-python/lime[${PYTHON_USEDEP}] )
	all? ( dev-python/symbolic-pursuit[${PYTHON_USEDEP}] )
	all? ( dev-python/catboost[${PYTHON_USEDEP}] )
	all? ( dev-python/lightgbm[${PYTHON_USEDEP}] )
	all? ( dev-python/xgboost[${PYTHON_USEDEP}] )
	all? ( dev-python/pytorch-tabnet[${PYTHON_USEDEP}] )
	all? ( dev-python/pycox[${PYTHON_USEDEP}] )
	all? ( dev-python/torchtuples[${PYTHON_USEDEP}] )
	all? ( dev-python/xgbse[${PYTHON_USEDEP}] )
	all? ( dev-python/plotly[${PYTHON_USEDEP}] )
	all? ( dev-python/psutil[${PYTHON_USEDEP}] )
	all? ( dev-python/pydantic[${PYTHON_USEDEP}] )
	all? ( dev-python/streamlit[${PYTHON_USEDEP}] )
	docs? ( <dev-python/docutils-0.21[${PYTHON_USEDEP}] )
	docs? ( dev-python/lxml[${PYTHON_USEDEP}] )
	docs? ( dev-python/m2r2[${PYTHON_USEDEP}] )
	docs? ( dev-python/mistune[${PYTHON_USEDEP}] )
	docs? ( dev-python/nbconvert[${PYTHON_USEDEP}] )
	virtual/allow-pypi-wheels

Manifest for 0.1.22

Type File Size Source URLs
DIST autoprognosis-0.1.22-py2.py3-none-any.whl 282845 bytes https://files.pythonhosted.org/packages/py2.py3/${REALNAME::1}/autoprognosis/autoprognosis-0.1.22-py2.py3-none-any.whl