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{ lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, fetchpatch
, pytestCheckHook
, fastprogress
, jax
, jaxlib
, jaxopt
, optax
, typing-extensions
}:
buildPythonPackage rec {
pname = "blackjax";
version = "0.9.6";
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "blackjax-devs";
repo = pname;
rev = "refs/tags/${version}";
hash = "sha256-EieDu9SJxi2cp1bHlxX4vvFZeDGMGIm24GoR8nSyjvE=";
};
patches = [
# remove in next release
(fetchpatch {
name = "fix-lbfgs-args";
url = "https://github.com/blackjax-devs/blackjax/commit/1aaa6f64bbcb0557b658604b2daba826e260cbc6.patch";
hash = "sha256-XyjorXPH5Ap35Tv1/lTeTWamjplJF29SsvOq59ypftE=";
})
];
propagatedBuildInputs = [
fastprogress
jax
jaxlib
jaxopt
optax
typing-extensions
];
nativeCheckInputs = [ pytestCheckHook ];
disabledTestPaths = [ "tests/test_benchmarks.py" ];
disabledTests = [
# too slow
"test_adaptive_tempered_smc"
];
pythonImportsCheck = [
"blackjax"
];
meta = with lib; {
homepage = "https://blackjax-devs.github.io/blackjax";
description = "Sampling library designed for ease of use, speed and modularity";
license = licenses.asl20;
maintainers = with maintainers; [ bcdarwin ];
};
}
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