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{ lib
, buildPythonPackage
, fetchFromGitHub
, niapy
, numpy
, pandas
, poetry-core
, pytestCheckHook
, pythonOlder
, pythonRelaxDepsHook
, scikit-learn
, toml-adapt
}:
buildPythonPackage rec {
pname = "niaclass";
version = "0.1.4";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "lukapecnik";
repo = "NiaClass";
rev = "refs/tags/${version}";
hash = "sha256-md1e/cOIOQKoB760E5hjzjCsC5tS1CzgqAPTeVtrmuo=";
};
pythonRelaxDeps = [
"pandas"
];
nativeBuildInputs = [
poetry-core
pythonRelaxDepsHook
toml-adapt
];
propagatedBuildInputs = [
niapy
numpy
pandas
scikit-learn
];
# create scikit-learn dep version consistent
preBuild = ''
toml-adapt -path pyproject.toml -a change -dep scikit-learn -ver X
'';
nativeCheckInputs = [
pytestCheckHook
];
pythonImportsCheck = [
"niaclass"
];
meta = with lib; {
description = "A framework for solving classification tasks using Nature-inspired algorithms";
homepage = "https://github.com/lukapecnik/NiaClass";
changelog = "https://github.com/lukapecnik/NiaClass/releases/tag/${version}";
license = licenses.mit;
maintainers = with maintainers; [ firefly-cpp ];
};
}
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