skactiveml.stream.budgetmanager

The skactiveml.stream.budgetmanager package implements budget managers, which are capable of modeling the budget constraints in stream-based active learning settings.

Classes

stream.budgetmanager.EstimatedBudgetZliobaite	Budget manager which checks, whether the specified budget has been exhausted already.
stream.budgetmanager.FixedUncertaintyBudgetManager	Budget Manager for Fixed Uncertainty Strategy
stream.budgetmanager.VariableUncertaintyBudgetManager	Budget Manager for Variable Uncertainty Strategy
stream.budgetmanager.SplitBudgetManager	Budget Manager for Split Strategy
stream.budgetmanager.BalancedIncrementalQuantileFilter	Balanced Incremental Quantile Filter (BIQF)
stream.budgetmanager.RandomVariableUncertaintyBudgetManager	Budget Manager for Uncertainty Strategy With Randomization
stream.budgetmanager.DensityBasedSplitBudgetManager	Budget Manager for DBALStream
stream.budgetmanager.RandomBudgetManager	Budget manager which checks, whether the specified budget has been exhausted already.