Blog

Updates, tutorials, and insights from the OpenMOA team.

Release January 2025 5 min read

Introducing OpenMOA v0.1.0

We are excited to announce the first public release of OpenMOA, a Python library designed for streaming data analysis and online machine learning.

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Tutorial January 2025 8 min read

Understanding Concept Drift in Data Streams

Learn about the different types of concept drift and how OpenMOA helps you detect and adapt to changes in your data distribution.

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Research December 2024 12 min read

Benchmarking Hoeffding Trees vs Adaptive Random Forest

A comprehensive comparison of two popular streaming classification algorithms on various synthetic and real-world datasets.

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Guide December 2024 10 min read

Best Practices for Streaming ML Pipelines

Practical tips and patterns for building robust, production-ready streaming machine learning systems with OpenMOA.

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