> Do I need to write object oriented or are functions also ok? I you want to contribute an implementation as a new project on scikit-learn contrib, you should be careful to follow the scikit-learn estimators API:
http://scikit-learn.org/dev/developers/contributing.html#apis-of-scikit-learn-objects For outlier detection in particular, you should make sure your new estimator is consistent with the API conventions of other methods already in scikit-learn: http://scikit-learn.org/dev/modules/outlier_detection.html One of the primary goals of the scikit-learn ecosystem is to provide a simple homogeneous API to a very heterogeneous set of methods. -- Olivier
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