def full(self, X, Xs=None):
linear = super().full(X, Xs)
return at.power(linear + self.offset, self.d)
def diag(self, X):
linear = super().diag(X)
return at.power(linear + self.offset, self.d)
def full(self, X, Xs=None):
X, Xs = self._slice(X, Xs)
return at.power(
(1.0 + 0.5 * self.square_dist(X, Xs) * (1.0 / self.alpha)),
-1.0 * self.alpha,
)
