79 lines
1.7 KiB
Nix
79 lines
1.7 KiB
Nix
{
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lib,
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buildPythonPackage,
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pythonOlder,
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fetchPypi,
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setuptools,
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jax,
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jaxlib,
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multipledispatch,
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numpy,
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tqdm,
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funsor,
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pytestCheckHook,
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# TODO: uncomment when tensorflow-probability gets fixed.
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# , tensorflow-probability
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}:
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buildPythonPackage rec {
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pname = "numpyro";
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version = "0.15.0";
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pyproject = true;
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disabled = pythonOlder "3.9";
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src = fetchPypi {
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inherit version pname;
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hash = "sha256-4WyfR8wx4qollYSgtslEMSCB0zypJAYCJjKtWEsOYA0=";
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};
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build-system = [ setuptools ];
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dependencies = [
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jax
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jaxlib
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multipledispatch
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numpy
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tqdm
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];
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nativeCheckInputs = [
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funsor
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pytestCheckHook
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# TODO: uncomment when tensorflow-probability gets fixed.
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# tensorflow-probability
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];
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pythonImportsCheck = [ "numpyro" ];
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disabledTests = [
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# AssertionError due to tolerance issues
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"test_beta_binomial_log_prob"
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"test_collapse_beta"
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"test_cpu"
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"test_gamma_poisson"
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"test_gof"
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"test_hpdi"
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"test_kl_dirichlet_dirichlet"
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"test_kl_univariate"
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"test_mean_var"
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# Tests want to download data
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"data_load"
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"test_jsb_chorales"
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# RuntimeWarning: overflow encountered in cast
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"test_zero_inflated_logits_probs_agree"
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# NameError: unbound axis name: _provenance
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"test_model_transformation"
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];
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# TODO: remove when tensorflow-probability gets fixed.
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disabledTestPaths = [ "test/test_distributions.py" ];
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meta = with lib; {
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description = "Library for probabilistic programming with NumPy";
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homepage = "https://num.pyro.ai/";
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changelog = "https://github.com/pyro-ppl/numpyro/releases/tag/${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ fab ];
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};
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}
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