API

Welcome to the CapyMOA API reference. This documentation is automatically generated from the source code and provides detailed information on the classes and functions available in CapyMOA.

If you are looking to just use CapyMOA, you should start with the tutorials.

Research Domains

Modules for different research domains in online and data stream machine learning.

capymoa.classifier	Classification.
capymoa.drift	Drift detection.
capymoa.regressor	Regression.
capymoa.cluster	Clustering.
capymoa.anomaly	Anomaly detection.
capymoa.ocl	Online Continual Learning (OCL) module.
capymoa.ssl	Semi-supervised learning.
capymoa.automl	Automatic machine learning.
capymoa.uncertainty	Uncertainty.
capymoa.feature	Feature selection.

CapyMOA Core

Core and utility modules.

capymoa.base	Base classes for CapyMOA learners.
capymoa.core	Shared utilities and core types used across CapyMOA.
capymoa.datasets	CapyMOA comes with some datasets 'out of the box'.
capymoa.evaluation	Evaluation procedures and evaluators for CapyMOA learners.
capymoa.stream	Data stream representations and related utilities.
capymoa.env	Set and get capymoa environment variables.

Indices and tables

• Index

• Module Index

• Search Page