2015-02-26 Use scikit-learn with your own model
scikit-learn has a very simple API and it is quite simple to use its features with your own model. It just needs to be embbeded into a class which implements the methods fit, predict, decision_function, score. I wrote a simple model (kNN) which follows those guidelines: SkCustomKnn. A last method is needed for the cross validation scenario. This one needs to clone the machine learned model. It just calls the constructor with proper parameters. To do so, it needs to get a copy of those. That is the purpose of method get_params. You are all set.
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Xavier Dupré
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