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[ENH] UMap wrapper for channel selection #94

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TonyBagnall opened this issue Oct 4, 2024 · 0 comments
Open

[ENH] UMap wrapper for channel selection #94

TonyBagnall opened this issue Oct 4, 2024 · 0 comments
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enhancement New feature or request

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@TonyBagnall
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Describe the feature or idea you want to propose

it would be good to have a transformer that uses UMAP for channel selection
https://arxiv.org/pdf/1802.03426

Describe your proposed solution

introduce https://github.com/lmcinnes/umap as a dependency, sort out any import issues, implement channel selection as an aeon CollectionTransformer in transformations/collection/channel_selection

Describe alternatives you've considered, if relevant

No response

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