57 lines
1.1 KiB
Nix
57 lines
1.1 KiB
Nix
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{ lib
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, buildPythonPackage
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, pythonOlder
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, fetchFromGitHub
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, pytestCheckHook
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, arviz
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, formulae
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, graphviz
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, numpy
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, pandas
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, pymc
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, scipy
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}:
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buildPythonPackage rec {
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pname = "bambi";
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version = "0.9.3";
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disabled = pythonOlder "3.8";
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src = fetchFromGitHub {
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owner = "bambinos";
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repo = pname;
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rev = "refs/tags/${version}";
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hash = "sha256-f/4CrFmma+Lc6wZm+YyDupDWfPAtuRsZdRf28sYUWTk=";
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};
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propagatedBuildInputs = [
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arviz
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formulae
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numpy
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pandas
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pymc
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scipy
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];
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preCheck = ''export HOME=$(mktemp -d)'';
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nativeCheckInputs = [ graphviz pytestCheckHook ];
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disabledTests = [
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# attempt to fetch data:
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"test_data_is_copied"
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"test_predict_offset"
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# require blackjax (not in Nixpkgs), numpyro, and jax:
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"test_logistic_regression_categoric_alternative_samplers"
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"test_regression_alternative_samplers"
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];
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pythonImportsCheck = [ "bambi" ];
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meta = with lib; {
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homepage = "https://bambinos.github.io/bambi";
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description = "High-level Bayesian model-building interface";
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license = licenses.mit;
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maintainers = with maintainers; [ bcdarwin ];
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};
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}
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