Source code for sklego.base

from sklearn.base import OutlierMixin


[docs]class ProbabilisticClassifierMeta(type):
    def __instancecheck__(self, other):
        return hasattr(other, "predict_proba")


[docs]class ProbabilisticClassifier(metaclass=ProbabilisticClassifierMeta):
    pass


[docs]class ClustererMeta(type):
    def __instancecheck__(self, other):
        return hasattr(other, "fit_predict")


[docs]class Clusterer(metaclass=ClustererMeta):
    pass


[docs]class OutlierModelMeta(type):
    def __instancecheck__(self, other):
        return isinstance(other, OutlierMixin)


[docs]class OutlierModel(metaclass=OutlierModelMeta):
    pass