2022-07-18 16:21:45 +00:00
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{ lib
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, buildPythonPackage
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2024-01-02 11:29:13 +00:00
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, pythonOlder
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, fetchFromGitHub
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, chex
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, jaxlib
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2022-07-18 16:21:45 +00:00
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, numpy
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, tensorflow-probability
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, dm-haiku
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, pytestCheckHook
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2023-01-11 07:51:40 +00:00
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}:
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2022-07-18 16:21:45 +00:00
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buildPythonPackage rec {
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pname = "distrax";
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version = "0.1.5";
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pyproject = true;
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disabled = pythonOlder "3.9";
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src = fetchFromGitHub {
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owner = "google-deepmind";
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repo = "distrax";
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rev = "refs/tags/v${version}";
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hash = "sha256-A1aCL/I89Blg9sNmIWQru4QJteUTN6+bhgrEJPmCrM0=";
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};
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buildInputs = [
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chex
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jaxlib
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numpy
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tensorflow-probability
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];
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2023-02-02 18:25:31 +00:00
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nativeCheckInputs = [
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dm-haiku
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pytestCheckHook
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];
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pythonImportsCheck = [
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"distrax"
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];
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2024-01-02 11:29:13 +00:00
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disabledTests = [
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# AssertionError on numerical values
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# Reported upstream in https://github.com/google-deepmind/distrax/issues/267
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"test_method_with_input_unnormalized_probs__with_device"
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"test_method_with_input_unnormalized_probs__with_jit"
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"test_method_with_input_unnormalized_probs__without_device"
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"test_method_with_input_unnormalized_probs__without_jit"
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"test_method_with_value_1d"
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"test_nested_distributions__with_device"
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"test_nested_distributions__without_device"
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"test_nested_distributions__with_jit"
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"test_nested_distributions__without_jit"
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"test_stability__with_device"
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"test_stability__with_jit"
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"test_stability__without_device"
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"test_stability__without_jit"
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"test_von_mises_sample_gradient"
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"test_von_mises_sample_moments"
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];
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disabledTestPaths = [
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# TypeErrors
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"distrax/_src/bijectors/tfp_compatible_bijector_test.py"
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"distrax/_src/distributions/distribution_from_tfp_test.py"
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"distrax/_src/distributions/laplace_test.py"
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"distrax/_src/distributions/multinomial_test.py"
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"distrax/_src/distributions/mvn_diag_plus_low_rank_test.py"
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"distrax/_src/distributions/mvn_kl_test.py"
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"distrax/_src/distributions/straight_through_test.py"
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"distrax/_src/distributions/tfp_compatible_distribution_test.py"
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"distrax/_src/distributions/transformed_test.py"
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"distrax/_src/distributions/uniform_test.py"
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"distrax/_src/utils/transformations_test.py"
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];
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meta = with lib; {
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description = "Probability distributions in JAX";
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homepage = "https://github.com/deepmind/distrax";
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license = licenses.asl20;
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maintainers = with maintainers; [ onny ];
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};
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}
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