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[ENH] Window based segmentation #262

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Draft PR for series transformers

Moonzyyy added 2 commits July 1, 2024 10:24
@Moonzyyy
[SEG] Piecewise Linear Approximation (PLA)- unfinished implementations (
ec9b5f8 
#250)

* Initial Commit

* Changed SW to np.array

* Changed TD to np.array

* Fixed TD error, changed BU to np.array

* Revert some changes due to errors caused from numpy array
@Moonzyyy
[SEG] Comments (#251)
b69aeec 
* Initial Commit

* Changed SW to np.array

* Changed TD to np.array

* Fixed TD error, changed BU to np.array

* Revert some changes due to errors caused from numpy array

* Added Swab and added dense findings of segmentations

* Fixed dense findings for segmentation forPLA

* Added comments to each function and class

* Commits for meeting tomorrow

* Moved to _wip folder, changed from segmentation to series transformer and fixed issue with top down algorithm

* Fixed bottom down algorithm for pla

* Deletion of folders

* Implementing PiecewiseLinearApproximation as part of BaseSeriesTransformer

* Initial finish in implementing PLA and its transformers into base series transformer, some efficiencies can be made

* Fixed Errors

* Tests added

* Finished Progress
@tsml-actions-bot tsml-actions-bot bot added the enhancement New feature or request label Jul 12, 2024
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Thank you for contributing to tsml-eval

I have added the following labels to this PR based on the title: [ $\color{#FEF1BE}{\textsf{enhancement}}$ ].

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@TonyBagnall @Moonzyyy