corex.py 文件源码

def calculate_p_xi_given_y(self, xi, thetai):
        not_missing = np.logical_not(ma.getmaskarray(xi))
        z = np.zeros((self.n_hidden, len(xi), self.dim_hidden))
        z[:, not_missing, :] = self.marginal_p(xi[not_missing], thetai)
        return z  # n_hidden, n_samples, dim_hidden