API

This is an overview of the API.

• skactiveml.base
  • QueryStrategy
  • PoolQueryStrategy
  • SingleAnnotatorPoolQueryStrategy
  • MultiAnnotatorPoolQueryStrategy
  • BudgetManager
  • SingleAnnotatorStreamQueryStrategy
  • SkactivemlClassifier
  • ClassFrequencyEstimator
  • SkactivemlRegressor
  • ProbabilisticRegressor
  • SkorchMixin
• skactiveml.pool
  • skactiveml.pool.multiannotator
    • IntervalEstimationThreshold
    • IntervalEstimationAnnotModel
    • SingleAnnotatorWrapper
  • skactiveml.pool.utils
    • IndexClassifierWrapper
  • RandomSampling
  • ProbabilisticAL
  • UncertaintySampling
  • EpistemicUncertaintySampling
  • ExpectedErrorReduction
  • MonteCarloEER
  • ValueOfInformationEER
  • QueryByCommittee
  • Quire
  • FourDs
  • CostEmbeddingAL
  • ExpectedModelChangeMaximization
  • ExpectedModelOutputChange
  • ExpectedModelVarianceReduction
  • KLDivergenceMaximization
  • GreedySamplingX
  • GreedySamplingTarget
  • DiscriminativeAL
  • BatchBALD
  • Clue
  • DropQuery
  • CoreSet
  • TypiClust
  • Badge
  • ProbCover
  • ContrastiveAL
  • GreedyBALD
  • RegressionTreeBasedAL
  • SubSamplingWrapper
  • ParallelUtilityEstimationWrapper
  • Falcun
  • MaxHerding
  • cost_reduction
  • uncertainty_scores
  • expected_average_precision
  • average_kl_divergence
  • vote_entropy
  • variation_ratios
  • batch_bald
  • k_greedy_center
• skactiveml.stream
  • skactiveml.stream.budgetmanager
    • EstimatedBudgetZliobaite
    • FixedUncertaintyBudgetManager
    • VariableUncertaintyBudgetManager
    • SplitBudgetManager
    • BalancedIncrementalQuantileFilter
    • RandomVariableUncertaintyBudgetManager
    • DensityBasedSplitBudgetManager
    • RandomBudgetManager
  • StreamRandomSampling
  • PeriodicSampling
  • UncertaintyZliobaite
  • FixedUncertainty
  • VariableUncertainty
  • Split
  • StreamProbabilisticAL
  • RandomVariableUncertainty
  • StreamDensityBasedAL
  • CognitiveDualQueryStrategy
  • CognitiveDualQueryStrategyRan
  • CognitiveDualQueryStrategyRanVarUn
  • CognitiveDualQueryStrategyVarUn
  • CognitiveDualQueryStrategyFixUn
• skactiveml.classifier
  • skactiveml.classifier.multiannotator
    • AnnotatorLogisticRegression
    • AnnotatorEnsembleClassifier
    • CrowdLayerClassifier
    • AnnotMixClassifier
  • ParzenWindowClassifier
  • MixtureModelClassifier
  • SklearnClassifier
  • SlidingWindowClassifier
  • SkorchClassifier
• skactiveml.regressor
  • NICKernelRegressor
  • NadarayaWatsonRegressor
  • SklearnRegressor
  • SklearnNormalRegressor
  • SkorchRegressor
• skactiveml.visualization
  • plot_utilities
  • plot_decision_boundary
  • plot_contour_for_samples
  • plot_annotator_utilities
  • plot_stream_training_data
  • plot_stream_decision_boundary
  • mesh
• skactiveml.utils
  • ExtLabelEncoder
  • rand_argmax
  • rand_argmin
  • compute_vote_vectors
  • majority_vote
  • is_unlabeled
  • is_labeled
  • check_classes
  • check_missing_label
  • check_cost_matrix
  • check_scalar
  • check_classifier_params
  • check_X_y
  • check_random_state
  • call_func
  • match_signature
  • check_class_prior
  • ext_confusion_matrix
  • labeled_indices
  • unlabeled_indices
  • check_type
  • check_bound
  • check_equal_missing_label
  • check_budget_manager
  • check_indices
  • simple_batch
  • check_n_features
  • _check_callable
  • _check_forward_outputs
  • make_criterion_tuple_aware
• skactiveml.exceptions
  • MappingError