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[ENH] Refactor signature code #2943

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[ENH] Refactor signature code #2943

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TonyBagnall
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this PR simplifies the signature transform and classifier code, moving some functions out of their own files and building the pipeline in fit rather than the constructor

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@aeon-actions-bot aeon-actions-bot bot added the enhancement New feature, improvement request or other non-bug code enhancement label Jul 12, 2025
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Thank you for contributing to aeon

I have added the following labels to this PR based on the title: [ enhancement ].
This PR changes too many different packages (>3) for automatic addition of labels, please manually add package labels if relevant.

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@TonyBagnall TonyBagnall marked this pull request as ready for review July 16, 2025 16:47
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