This little #sklearn transform is pretty useful for applying arbitrary funcs to your data in a pipeline, like 1/X.

gistfile1.py

class Func(BaseEstimator):
    def __init__(self, func):
        self.func = func

    def fit(self, X, y=None):
        return self

    def transform(self, X):
        return self.func(X)