python310Packages.bambi: init at 0.9.3

{ lib

, buildPythonPackage

, pythonOlder

, fetchFromGitHub

, pytestCheckHook

, arviz

, formulae

, graphviz

, numpy

, pandas

, pymc

, scipy

}:

buildPythonPackage rec {

  pname = "bambi";

  version = "0.9.3";

  disabled = pythonOlder "3.8";

  src = fetchFromGitHub {

    owner = "bambinos";

    repo = pname;

    rev = "refs/tags/${version}";

    hash = "sha256-f/4CrFmma+Lc6wZm+YyDupDWfPAtuRsZdRf28sYUWTk=";

  };

  propagatedBuildInputs = [

    arviz

    formulae

    numpy

    pandas

    pymc

    scipy

  ];

  preCheck = ''export HOME=$(mktemp -d)'';

  nativeCheckInputs = [ graphviz pytestCheckHook ];

  disabledTests = [

    # attempt to fetch data:

    "test_data_is_copied"

    "test_predict_offset"

    # require blackjax (not in Nixpkgs), numpyro, and jax:

    "test_logistic_regression_categoric_alternative_samplers"

    "test_regression_alternative_samplers"

  ];

  pythonImportsCheck = [ "bambi" ];

  meta = with lib; {

    homepage = "https://bambinos.github.io/bambi";

    description = "High-level Bayesian model-building interface";

    license = licenses.mit;

    maintainers = with maintainers; [ bcdarwin ];

  };

}

  babelgladeextractor = callPackage ../development/python-modules/babelgladeextractor { };

  bambi = callPackage ../development/python-modules/bambi { };

  pad4pi = callPackage ../development/python-modules/pad4pi { };

  pulumi = callPackage ../development/python-modules/pulumi { inherit (pkgs) pulumi; };