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  • API reference
    • setu.NLE
    • setu.TrainingResult
    • setu.create_nle
    • setu.fit_nle
    • setu.MixedNLE
    • setu.MixedNLETrainingResult
    • setu.create_mixed_nle
    • setu.fit_mixed_nle
    • setu.DiscreteNLE
    • setu.DiscreteNLETrainingResult
    • setu.create_discrete_nle
    • setu.fit_discrete_nle
    • setu.NRE
    • setu.NRETrainingResult
    • setu.create_nre
    • setu.fit_nre
    • setu.SimulationDataset
    • setu.ValidationDataset
    • setu.simulate_dataset
    • setu.one_hot
    • setu.broadcast_conditions
    • setu.save_estimator
    • setu.load_estimator
    • setu.Standardizer
    • setu.c2st
    • setu.mmd
    • setu.sliced_wasserstein
    • setu.total_variation
    • setu.linear_gaussian
    • setu.sample_prior
    • setu.analytical_log_likelihood
    • setu.analytical_log_ratio
    • setu.analytical_marginal_log_prob
    • setu.to_pymc
    • setu.to_pymc_hierarchical
    • setu.mixed_nle_to_pymc
    • setu.discrete_nle_to_pymc
    • setu.nre_to_pymc
    • setu.nre_to_pymc_hierarchical
    • setu.to_numpyro
    • setu.to_numpyro_hierarchical
    • setu.discrete_nle_to_numpyro
    • setu.nre_to_numpyro
    • setu.nre_to_numpyro_hierarchical
    • setu.compute_log_likelihood
    • setu.tune_nle
    • setu.tune_nre
    • setu.tune_mixed_nle
    • setu.TuningResult
    • setu.NLESearchSpace
    • setu.NRESearchSpace
    • setu.MixedNLESearchSpace
    • setu.prior_predictive
    • setu.posterior_predictive
    • setu.PriorPredictiveResult
    • setu.validate_nle
    • setu.validate_estimator
    • setu.ValidationConfig
    • setu.ValidationResult
    • setu.ValidationError
  • Shape conventions
  • Glossary
  • Reference
  • API reference
  • setu.ValidationError

setu.ValidationError#

exception setu.ValidationError(result)[source]#

Bases: Exception

Raised when validation fails in strict mode.

Parameters:

result (ValidationResult)

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  • ValidationError
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