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{ lib
, stdenv
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, pytest-xdist
, pytestCheckHook
, setuptools-scm
, fastprogress
, jax
, jaxlib
, jaxopt
, optax
, typing-extensions
}:
buildPythonPackage rec {
pname = "blackjax";
version = "1.2.1";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "blackjax-devs";
repo = "blackjax";
rev = "refs/tags/${version}";
hash = "sha256-VoWBCjFMyE5LVJyf7du/pKlnvDHj22lguiP6ZUzH9ak=";
};
build-system = [
setuptools-scm
];
dependencies = [
fastprogress
jax
jaxlib
jaxopt
optax
typing-extensions
];
nativeCheckInputs = [
pytestCheckHook
pytest-xdist
];
disabledTestPaths = [
"tests/test_benchmarks.py"
] ++ lib.optionals (stdenv.isLinux && stdenv.isAarch64) [
# Assertion errors on numerical values
"tests/mcmc/test_integrators.py"
];
disabledTests = [
# too slow
"test_adaptive_tempered_smc"
] ++ lib.optionals (stdenv.isLinux && stdenv.isAarch64) [
# Numerical test (AssertionError)
# https://github.com/blackjax-devs/blackjax/issues/668
"test_chees_adaptation"
];
pythonImportsCheck = [
"blackjax"
];
meta = with lib; {
homepage = "https://blackjax-devs.github.io/blackjax";
description = "Sampling library designed for ease of use, speed and modularity";
changelog = "https://github.com/blackjax-devs/blackjax/releases/tag/${version}";
license = licenses.asl20;
maintainers = with maintainers; [ bcdarwin ];
};
}
|
