har_trees: Generalize preprocessing support #57
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First and foremost to be able to run C programs, like the motion_recognition example in emlearn.
But also to plug in other preprocessing in MicroPython, without having to modify the core training/evaluation pipeline.
This moves the windowing into the feature extractor, which required a bunch of changes.