uncertainty_wizard package

Subpackages

• uncertainty_wizard.internal_utils package
  • Module contents
    • UncertaintyWizardWarning
• uncertainty_wizard.models package
  • Subpackages
    • uncertainty_wizard.models.ensemble_utils package
      • CpuOnlyContextManager
      • DeviceAllocatorContextManager
      • DeviceAllocatorContextManagerV2
      • DynamicGpuGrowthContextManager
      • EnsembleContextManager
      • NoneContextManager
      • SaveConfig
    • uncertainty_wizard.models.stochastic_utils package
      • Submodules
      • uncertainty_wizard.models.stochastic_utils.layers module
  • Module contents
    • LazyEnsemble
      • LazyEnsemble.consume()
      • LazyEnsemble.create()
      • LazyEnsemble.fit()
      • LazyEnsemble.modify()
      • LazyEnsemble.predict_quantified()
      • LazyEnsemble.quantify_predictions()
      • LazyEnsemble.run_model_free()
    • Stochastic
      • Stochastic.call()
      • Stochastic.compile()
      • Stochastic.evaluate
      • Stochastic.fit
      • Stochastic.inner
      • Stochastic.predict
      • Stochastic.predict_quantified()
      • Stochastic.save()
      • Stochastic.stochastic_mode_tensor
      • Stochastic.summary
    • StochasticFunctional
      • StochasticFunctional.inner
      • StochasticFunctional.stochastic_mode_tensor
    • StochasticMode
      • StochasticMode.as_tensor()
    • StochasticSequential
      • StochasticSequential.add()
      • StochasticSequential.get_config()
      • StochasticSequential.inner
      • StochasticSequential.stochastic_mode_tensor
    • load_model()
    • stochastic_from_keras()
• uncertainty_wizard.quantifiers package
  • Module contents
    • MaxSoftmax
      • MaxSoftmax.aliases()
      • MaxSoftmax.calculate()
      • MaxSoftmax.problem_type()
      • MaxSoftmax.takes_samples()
    • MeanSoftmax
      • MeanSoftmax.aliases()
      • MeanSoftmax.calculate()
      • MeanSoftmax.problem_type()
      • MeanSoftmax.takes_samples()
    • MutualInformation
      • MutualInformation.aliases()
      • MutualInformation.calculate()
      • MutualInformation.problem_type()
      • MutualInformation.takes_samples()
    • PredictionConfidenceScore
      • PredictionConfidenceScore.aliases()
      • PredictionConfidenceScore.calculate()
      • PredictionConfidenceScore.problem_type()
      • PredictionConfidenceScore.takes_samples()
    • PredictiveEntropy
      • PredictiveEntropy.aliases()
      • PredictiveEntropy.calculate()
      • PredictiveEntropy.problem_type()
      • PredictiveEntropy.takes_samples()
    • Quantifier
      • Quantifier.aliases()
      • Quantifier.calculate()
      • Quantifier.cast_conf_or_unc()
      • Quantifier.is_confidence()
      • Quantifier.problem_type()
      • Quantifier.takes_samples()
    • QuantifierRegistry
      • QuantifierRegistry.find()
      • QuantifierRegistry.register()
    • SoftmaxEntropy
      • SoftmaxEntropy.aliases()
      • SoftmaxEntropy.calculate()
      • SoftmaxEntropy.problem_type()
      • SoftmaxEntropy.takes_samples()
    • StandardDeviation
      • StandardDeviation.aliases()
      • StandardDeviation.calculate()
      • StandardDeviation.problem_type()
      • StandardDeviation.takes_samples()
    • VariationRatio
      • VariationRatio.aliases()
      • VariationRatio.calculate()
      • VariationRatio.problem_type()
      • VariationRatio.takes_samples()

Module contents