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{
lib,
buildPythonPackage,
fetchPypi,
graphviz,
jupyter,
matplotlib,
networkx,
opt-einsum,
pandas,
pillow,
pyro-api,
pythonOlder,
torch,
scikit-learn,
seaborn,
setuptools,
torchvision,
tqdm,
wget,
}:
buildPythonPackage rec {
pname = "pyro-ppl";
version = "1.9.0";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchPypi {
inherit version pname;
hash = "sha256-QfTABRWVaCgPvFEWSJYKmKKxpBACfYvQpDIgrJsQLN8=";
};
nativeBuildInputs = [ setuptools ];
propagatedBuildInputs = [
pyro-api
torch
networkx
opt-einsum
tqdm
];
passthru.optional-dependencies = {
extras = [
graphviz
jupyter
# lap
matplotlib
pandas
pillow
scikit-learn
seaborn
torchvision
# visdom
wget
];
};
# pyro not shipping tests do simple smoke test instead
doCheck = false;
pythonImportsCheck = [
"pyro"
"pyro.distributions"
"pyro.infer"
"pyro.optim"
];
meta = with lib; {
description = "Library for probabilistic modeling and inference";
homepage = "http://pyro.ai";
changelog = "https://github.com/pyro-ppl/pyro/releases/tag/${version}";
license = licenses.asl20;
maintainers = with maintainers; [
teh
georgewhewell
];
};
}
|
