Uncertainty Wizard
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User Guide: Quantifiers
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Uncertainty Wizard
Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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N
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P
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Q
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R
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S
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T
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U
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V
A
add() (uncertainty_wizard.models.StochasticSequential method)
after_end() (uncertainty_wizard.models.ensemble_utils.EnsembleContextManager class method)
aliases() (uncertainty_wizard.quantifiers.MaxSoftmax class method)
(uncertainty_wizard.quantifiers.MeanSoftmax class method)
(uncertainty_wizard.quantifiers.MutualInformation class method)
(uncertainty_wizard.quantifiers.PredictionConfidenceScore class method)
(uncertainty_wizard.quantifiers.PredictiveEntropy class method)
(uncertainty_wizard.quantifiers.Quantifier class method)
(uncertainty_wizard.quantifiers.SoftmaxEntropy class method)
(uncertainty_wizard.quantifiers.StandardDeviation class method)
(uncertainty_wizard.quantifiers.VariationRatio class method)
as_tensor() (uncertainty_wizard.models.StochasticMode method)
B
before_start() (uncertainty_wizard.models.ensemble_utils.EnsembleContextManager class method)
C
calculate() (uncertainty_wizard.quantifiers.MaxSoftmax class method)
(uncertainty_wizard.quantifiers.MeanSoftmax class method)
(uncertainty_wizard.quantifiers.MutualInformation class method)
(uncertainty_wizard.quantifiers.PredictionConfidenceScore class method)
(uncertainty_wizard.quantifiers.PredictiveEntropy class method)
(uncertainty_wizard.quantifiers.Quantifier class method)
(uncertainty_wizard.quantifiers.SoftmaxEntropy class method)
(uncertainty_wizard.quantifiers.StandardDeviation class method)
(uncertainty_wizard.quantifiers.VariationRatio class method)
call() (uncertainty_wizard.models.Stochastic method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizBernoulliDropout method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianDropout method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianNoise method)
cast_conf_or_unc() (uncertainty_wizard.quantifiers.Quantifier class method)
compile() (uncertainty_wizard.models.Stochastic method)
consume() (uncertainty_wizard.models.LazyEnsemble method)
CpuOnlyContextManager (class in uncertainty_wizard.models.ensemble_utils)
create() (uncertainty_wizard.models.LazyEnsemble method)
D
DeviceAllocatorContextManager (class in uncertainty_wizard.models.ensemble_utils)
DeviceAllocatorContextManagerV2 (class in uncertainty_wizard.models.ensemble_utils)
disable_all_gpus() (uncertainty_wizard.models.ensemble_utils.CpuOnlyContextManager static method)
DynamicGpuGrowthContextManager (class in uncertainty_wizard.models.ensemble_utils)
E
enable_dynamic_gpu_growth() (uncertainty_wizard.models.ensemble_utils.DynamicGpuGrowthContextManager class method)
ensemble_save_base_path (uncertainty_wizard.models.ensemble_utils.SaveConfig property)
EnsembleContextManager (class in uncertainty_wizard.models.ensemble_utils)
evaluate (uncertainty_wizard.models.Stochastic property)
F
filepath() (uncertainty_wizard.models.ensemble_utils.SaveConfig method)
find() (uncertainty_wizard.quantifiers.QuantifierRegistry class method)
fit (uncertainty_wizard.models.Stochastic property)
fit() (uncertainty_wizard.models.LazyEnsemble method)
from_keras_layer() (uncertainty_wizard.models.stochastic_utils.layers.UwizBernoulliDropout class method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianDropout class method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianNoise class method)
G
get_config() (uncertainty_wizard.models.stochastic_utils.layers.UwizBernoulliDropout method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianDropout method)
(uncertainty_wizard.models.stochastic_utils.layers.UwizGaussianNoise method)
(uncertainty_wizard.models.StochasticSequential method)
gpu_memory_limit() (uncertainty_wizard.models.ensemble_utils.DeviceAllocatorContextManager class method)
(uncertainty_wizard.models.ensemble_utils.DeviceAllocatorContextManagerV2 class method)
I
inner (uncertainty_wizard.models.Stochastic property)
(uncertainty_wizard.models.StochasticFunctional property)
(uncertainty_wizard.models.StochasticSequential property)
is_confidence() (uncertainty_wizard.quantifiers.Quantifier class method)
L
LazyEnsemble (class in uncertainty_wizard.models)
load_model() (in module uncertainty_wizard.models)
load_single_model() (uncertainty_wizard.models.ensemble_utils.EnsembleContextManager method)
M
max_sequential_tasks_per_process() (uncertainty_wizard.models.ensemble_utils.EnsembleContextManager class method)
MaxSoftmax (class in uncertainty_wizard.quantifiers)
MeanSoftmax (class in uncertainty_wizard.quantifiers)
modify() (uncertainty_wizard.models.LazyEnsemble method)
module
uncertainty_wizard
uncertainty_wizard.internal_utils
uncertainty_wizard.models
uncertainty_wizard.models.ensemble_utils
uncertainty_wizard.models.stochastic_utils.layers
uncertainty_wizard.quantifiers
MutualInformation (class in uncertainty_wizard.quantifiers)
N
NoneContextManager (class in uncertainty_wizard.models.ensemble_utils)
P
predict (uncertainty_wizard.models.Stochastic property)
predict_quantified() (uncertainty_wizard.models.LazyEnsemble method)
(uncertainty_wizard.models.Stochastic method)
PredictionConfidenceScore (class in uncertainty_wizard.quantifiers)
PredictiveEntropy (class in uncertainty_wizard.quantifiers)
problem_type() (uncertainty_wizard.quantifiers.MaxSoftmax class method)
(uncertainty_wizard.quantifiers.MeanSoftmax class method)
(uncertainty_wizard.quantifiers.MutualInformation class method)
(uncertainty_wizard.quantifiers.PredictionConfidenceScore class method)
(uncertainty_wizard.quantifiers.PredictiveEntropy class method)
(uncertainty_wizard.quantifiers.Quantifier class method)
(uncertainty_wizard.quantifiers.SoftmaxEntropy class method)
(uncertainty_wizard.quantifiers.StandardDeviation class method)
(uncertainty_wizard.quantifiers.VariationRatio class method)
Q
Quantifier (class in uncertainty_wizard.quantifiers)
QuantifierRegistry (class in uncertainty_wizard.quantifiers)
quantify_predictions() (uncertainty_wizard.models.LazyEnsemble method)
R
register() (uncertainty_wizard.quantifiers.QuantifierRegistry class method)
run_model_free() (uncertainty_wizard.models.LazyEnsemble method)
S
save() (uncertainty_wizard.models.Stochastic method)
save_single_model() (uncertainty_wizard.models.ensemble_utils.EnsembleContextManager method)
SaveConfig (class in uncertainty_wizard.models.ensemble_utils)
SoftmaxEntropy (class in uncertainty_wizard.quantifiers)
StandardDeviation (class in uncertainty_wizard.quantifiers)
Stochastic (class in uncertainty_wizard.models)
stochastic_from_keras() (in module uncertainty_wizard.models)
stochastic_mode_tensor (uncertainty_wizard.models.Stochastic property)
(uncertainty_wizard.models.StochasticFunctional property)
(uncertainty_wizard.models.StochasticSequential property)
StochasticFunctional (class in uncertainty_wizard.models)
StochasticMode (class in uncertainty_wizard.models)
StochasticSequential (class in uncertainty_wizard.models)
summary (uncertainty_wizard.models.Stochastic property)
T
takes_samples() (uncertainty_wizard.quantifiers.MaxSoftmax class method)
(uncertainty_wizard.quantifiers.MeanSoftmax class method)
(uncertainty_wizard.quantifiers.MutualInformation class method)
(uncertainty_wizard.quantifiers.PredictionConfidenceScore class method)
(uncertainty_wizard.quantifiers.PredictiveEntropy class method)
(uncertainty_wizard.quantifiers.Quantifier class method)
(uncertainty_wizard.quantifiers.SoftmaxEntropy class method)
(uncertainty_wizard.quantifiers.StandardDeviation class method)
(uncertainty_wizard.quantifiers.VariationRatio class method)
U
uncertainty_wizard
module
uncertainty_wizard.internal_utils
module
uncertainty_wizard.models
module
uncertainty_wizard.models.ensemble_utils
module
uncertainty_wizard.models.stochastic_utils.layers
module
uncertainty_wizard.quantifiers
module
UncertaintyWizardWarning
UwizBernoulliDropout (class in uncertainty_wizard.models.stochastic_utils.layers)
UwizGaussianDropout (class in uncertainty_wizard.models.stochastic_utils.layers)
UwizGaussianNoise (class in uncertainty_wizard.models.stochastic_utils.layers)
V
VariationRatio (class in uncertainty_wizard.quantifiers)
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