{
  lib,
  buildPythonPackage,
  fetchFromGitHub,

  # build-system
  setuptools-scm,

  # dependencies
  fastprogress,
  jax,
  jaxlib,
  jaxopt,
  optax,
  typing-extensions,

  # checks
  pytestCheckHook,
  pytest-xdist,

  stdenv,
}:

buildPythonPackage rec {
  pname = "blackjax";
  version = "1.2.5";
  pyproject = true;

  src = fetchFromGitHub {
    owner = "blackjax-devs";
    repo = "blackjax";
    tag = version;
    hash = "sha256-2GTjKjLIWFaluTjdWdUF9Iim973y81xv715xspghRZI=";
  };

  build-system = [ setuptools-scm ];

  dependencies = [
    fastprogress
    jax
    jaxlib
    jaxopt
    optax
    typing-extensions
  ];

  nativeCheckInputs = [
    pytestCheckHook
    pytest-xdist
  ];

  pytestFlags = [
    # DeprecationWarning: JAXopt is no longer maintained
    "-Wignore::DeprecationWarning"
  ];

  disabledTestPaths = [
    "tests/test_benchmarks.py"

    # Assertion errors on numerical values
    "tests/mcmc/test_integrators.py"
  ];

  disabledTests = [
    # too slow
    "test_adaptive_tempered_smc"

    # AssertionError on numerical values
    "test_barker"
    "test_mclmc"
    "test_mcse4"
    "test_normal_univariate"
    "test_nuts__with_device"
    "test_nuts__with_jit"
    "test_nuts__without_device"
    "test_nuts__without_jit"
    "test_smc_waste_free__with_jit"

    # Numerical test (AssertionError)
    # First report, when the failure was only happening on aarch64-linux:
    # https://github.com/blackjax-devs/blackjax/issues/668
    # Second report, when the test started happening on x86_64-linux too after Jax was updated to 0.7.0
    # https://github.com/blackjax-devs/blackjax/issues/795
    "test_chees_adaptation"
  ];

  pythonImportsCheck = [ "blackjax" ];

  meta = {
    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 = lib.licenses.asl20;
    maintainers = with lib.maintainers; [ bcdarwin ];
  };
}