Scale to unit interval. Screw the mean and variance

unit_interval_scaler.py

class UnitIntervalScaler(object):

    def fit(self, xs):
        self._floor = np.min(xs)
        self._range = np.max(xs) - self._floor
        return self
        
    def transform(self, x):
        return (x - self._floor) / self._range