def reset(self):
        """Reset the instance to begin sampling from scratch"""
        self._sampled = [np.repeat(False, x) for x in self.sizes_]
        self._n_sampled = np.zeros(self.n_strata_, dtype=int)
Reset the instance to begin sampling from scratch