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{
lib,
stdenv,
fetchFromGitHub,
buildPythonPackage,
# build-system
setuptools-scm,
# dependencies
numpy,
scipy,
# tests
autograd,
jax,
matplotlib,
pytestCheckHook,
tensorflow,
torch,
}:
buildPythonPackage rec {
pname = "pymanopt";
version = "2.2.1";
pyproject = true;
src = fetchFromGitHub {
owner = "pymanopt";
repo = "pymanopt";
tag = version;
hash = "sha256-LOEulticgCWZBCf3qj5KFBHt0lMd4H85368IhG3DQ4g=";
};
preConfigure = ''
substituteInPlace pyproject.toml \
--replace-fail '"pip==22.3.1",' ""
'';
build-system = [
setuptools-scm
];
dependencies = [
numpy
scipy
];
pythonImportsCheck = [ "pymanopt" ];
nativeCheckInputs = [
autograd
jax
matplotlib
pytestCheckHook
tensorflow
torch
];
disabledTestPaths = lib.optionals stdenv.hostPlatform.isDarwin [
# FloatingPointError: divide by zero encountered in det
"tests/manifolds/test_positive_definite.py::TestMultiSpecialHermitianPositiveDefiniteManifold::test_retraction"
"tests/manifolds/test_positive_definite.py::TestSingleSpecialHermitianPositiveDefiniteManifold::test_retraction"
];
meta = {
description = "Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation";
homepage = "https://www.pymanopt.org/";
changelog = "https://github.com/pymanopt/pymanopt/releases/tag/${version}";
license = lib.licenses.bsd3;
maintainers = with lib.maintainers; [ yl3dy ];
};
}
|
