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Incremental Hyperparameter Tuning Algorithms - #14

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danielnowakassis wants to merge 4 commits into
adaptive-machine-learning:capymoafrom
danielnowakassis:HPO_non_moa_objects
Open

Incremental Hyperparameter Tuning Algorithms#14
danielnowakassis wants to merge 4 commits into
adaptive-machine-learning:capymoafrom
danielnowakassis:HPO_non_moa_objects

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@danielnowakassis

@danielnowakassis danielnowakassis commented Aug 6, 2026

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incremental hyperparameter tuning algorithms tailored for data streams:

  • BayesianStreamTuner
  • FSS-SPT
  • MESSPT
  • SSPT
  • Random Search

Approved by authors Bruno Veloso and Nilesh Verma.

AutoML folder moved to moa/classifiers instead of moa/classifiers/meta

For now they can optimize only moa learners since they affect their hyperparameters directly.

TO DO:

- How to integrate to capymoa to optimize non-moa (java implemented) objects?
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