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aeon-toolkit
[ENH] Add KDTW kernel to be used with kernelKmeans algorithm for time series clustering
Describe the feature or idea you want to propose
The algorithm TimeSeriesKernelKMeans in the API reference for clustering does not take KDTW**, A Regularized Dynamic Time Warping Kernel, as a kernel.
** : https://github.com/pfmarteau/KDTW/tree/master
Describe your proposed solution
Integrate the KDTW given above in https://www.aeon-toolkit.org/en/stable/api_reference/auto_generated/aeon.clustering.TimeSeriesKernelKMeans.html#aeon.clustering.TimeSeriesKernelKMeans
The kernelKmeans algorithm must use the KDTW as a kernel.
That's fine in principle, but please do not take on too much at once. Getting PRs merged and responding to reviews is the main goal.
That's fine in principle, but please do not take on too much at once. Getting PRs merged and responding to reviews is the main goal.
Hi, currently my other PRs are still being reviewed and I am considerable free so I think I can take up this one. But yep will keep that in mind. Thanks!