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{
lib,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
setuptools,
pytestCheckHook,
autograd,
numba,
numpy,
scikit-learn,
scipy,
matplotlib,
seaborn,
}:
buildPythonPackage rec {
pname = "hyppo";
version = "0.4.0";
pyproject = true;
disabled = pythonOlder "3.6";
src = fetchFromGitHub {
owner = "neurodata";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-QRE3oSxTEobTQ/7DzCAUOdjzIZmWUn9bgPmJWj6JuZg=";
};
# some of the doctests (4/21) are broken, e.g. unbound variables, nondeterministic with insufficient tolerance, etc.
# (note upstream's .circleci/config.yml only tests test_*.py files despite their pytest.ini adding --doctest-modules)
postPatch = ''
substituteInPlace pytest.ini --replace-fail "addopts = --doctest-modules" ""
'';
build-system = [ setuptools ];
propagatedBuildInputs = [
autograd
numba
numpy
scikit-learn
scipy
];
nativeCheckInputs = [
pytestCheckHook
matplotlib
seaborn
];
pytestFlagsArray = [
"hyppo"
];
meta = with lib; {
homepage = "https://github.com/neurodata/hyppo";
description = "Python package for multivariate hypothesis testing";
changelog = "https://github.com/neurodata/hyppo/releases/tag/v${version}";
license = licenses.mit;
maintainers = with maintainers; [ bcdarwin ];
};
}
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