skactiveml.base

The skactiveml.base package implements the base classes for skactiveml.

Classes

base.QueryStrategy	Base class for all query strategies in scikit-activeml.
base.PoolQueryStrategy	Base class for all pool-based active learning query strategies in scikit-activeml.
base.SingleAnnotatorPoolQueryStrategy	Base class for all pool-based active learning query strategies with a single annotator in scikit-activeml.
base.MultiAnnotatorPoolQueryStrategy	Base class for all pool-based active learning query strategies with multiple annotators in scikit-activeml.
base.BudgetManager	Base class for all budget managers for stream-based active learning to model budgeting constraints.
base.SingleAnnotatorStreamQueryStrategy	Base class for all stream-based active learning query strategies.
base.SkactivemlClassifier	Skactiveml Classifier
base.ClassFrequencyEstimator	Class Frequency Estimator
base.SkactivemlRegressor	Skactiveml Regressor
base.ProbabilisticRegressor	Base class for scikit-activeml probabilistic regressors.
base.SkorchMixin	Minimal mixin to build and train a skorch.NeuralNet.