Documentation

Welcome to the OpenMOA documentation. Here you'll find comprehensive guides and references to help you build streaming machine learning applications.

Getting Started

New to OpenMOA? Start with these guides to understand the basics:

Get up and running with OpenMOA in 5 minutes.

Install OpenMOA and set up your environment.

Understand streams, online learning, and drift detection.

Step-by-step guides covering common use cases:

Learn how to create, read, and process streaming data.

Explore Hoeffding Trees and ensemble methods.

Detect and adapt to distribution changes over time.

Prequential evaluation and metrics for streams.

Detailed documentation of all modules, classes, and functions:

Data stream generators and readers

Online classification algorithms

Online regression algorithms

Drift detection methods

Evaluation and metrics

Utility functions and helpers