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Package providing K-nearest neighbor regressors and classifiers, for use with the MLJ machine learning framework.

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`DictTable` are just the julia `Dict`s which doesn't preserve ordering. This PR replaces `DictTable` with `DictColumnTable` which preseve key ordering.

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We've recently added (https://github.com/alan-turing-institute/MLJModels.jl/pull/125) the possibility to add weights to samples in KNNC, KNNR. It seems fine but it would still be good to check this a bit more and...