Birch

Birch

A model type for constructing a birch, based on MLJScikitLearnInterface.jl, and implementing the MLJ model interface.

From MLJ, the type can be imported using

Birch = @load Birch pkg=MLJScikitLearnInterface

Do model = Birch() to construct an instance with default hyper-parameters. Provide keyword arguments to override hyper-parameter defaults, as in Birch(threshold=...).

Memory-efficient, online-learning algorithm provided as an alternative to MiniBatchKMeans. Note: noisy samples are given the label -1.