AI RESEARCH
CapyMOA: Efficient Machine Learning for Data Streams and Online Continual Learning in Python
arXiv CS.LG
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ArXi:2502.07432v2 Announce Type: replace CapyMOA is an open-source Python library for efficient machine learning on data streams and online continual learning. It provides a structured framework for real-time learning, ing adaptive models that evolve over time. CapyMOA's architecture allows integration with frameworks such as MOA, scikit-learn and PyTorch, enabling the combination of high-performance online algorithms with modern deep learning techniques.