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[ENH] New experimental module: imbalance in collection transformers #2498

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@TonyBagnall TonyBagnall commented Jan 14, 2025

ongoing, part of #2412

  1. Ports in SMOTE/ADASYM and makes them collection transformers.
  2. Test of equivalence to imblearn

@TonyBagnall TonyBagnall added the transformations Transformations package label Jan 14, 2025
@aeon-actions-bot aeon-actions-bot bot added the enhancement New feature, improvement request or other non-bug code enhancement label Jan 14, 2025
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Thank you for contributing to aeon

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ].
I would have added the following labels to this PR based on the changes made: [ $\color{#41A8F6}{\textsf{transformations}}$ ], however some package labels are already present.

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LinGinQiu and others added 6 commits January 23, 2025 15:00
…ion transformers (#2501)

* smote & adasyn in aeon.transformation.imbalance

* smote & adasyn in aeon.transformation.imbalance

* smote & adasyn in aeon.transformation.imbalance

* smote & adasyn in aeon.transformation.imbalance
@TonyBagnall TonyBagnall changed the title [ENH] first draft of the imbalance module in collection transformers [ENH] New exeimbalance module in collection transformers Jan 24, 2025
@TonyBagnall TonyBagnall changed the title [ENH] New exeimbalance module in collection transformers [ENH] New experimental module: imbalance in collection transformers Jan 24, 2025
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