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{ lib
, buildPythonPackage
, fetchFromGitHub
, gpytorch
, linear-operator
, multipledispatch
, pyro-ppl
, setuptools
, setuptools-scm
, wheel
, torch
, scipy
, pytestCheckHook
, pythonRelaxDepsHook
}:
buildPythonPackage rec {
pname = "botorch";
version = "0.9.5";
format = "pyproject";
src = fetchFromGitHub {
owner = "pytorch";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-M/VOt0p7io0K+VHrAmBJQ71VigH0Ll1D5it6+/o/3jg=";
};
nativeBuildInputs = [
pythonRelaxDepsHook
setuptools
setuptools-scm
wheel
];
propagatedBuildInputs = [
gpytorch
linear-operator
multipledispatch
pyro-ppl
scipy
torch
];
pythonRelaxDeps = [
"linear-operator"
];
checkInputs = [
pytestCheckHook
];
pythonImportsCheck = [ "botorch" ];
meta = with lib; {
description = "Bayesian Optimization in PyTorch";
homepage = "https://botorch.org";
license = licenses.mit;
maintainers = with maintainers; [ veprbl ];
};
}
|