Active Learning

Active Learning#

The active learning module provides acquisition functions and query strategies for efficiently selecting the most informative samples to label.

Acquisition Functions#

Query Strategies#

UncertaintySampling(acquisition_fn[, batch_size])

Uncertainty-based sampling strategy.

DiversitySampling(acquisition_fn[, ...])

Diversity-based sampling with uncertainty.

Utilities#

Contents