4143f005403808d11928b9772a9a40679a4d441e,GPy/kern/_src/psi_comp/rbf_psi_comp.py,,psicomputations,#Any#Any#Any#Any#,8

Before Change

    mu = variational_posterior.mean
    S = variational_posterior.variance

    psi0 = np.empty(mu.shape[0])
    psi0[:] = variance
    psi1 = _psi1computations(variance, lengthscale, Z, mu, S)
    psi2 = _psi2computations(variance, lengthscale, Z, mu, S).sum(axis=0)

After Change

    psi1 = _psi1computations(variance, lengthscale, Z, mu, S)
    psi2 = _psi2computations(variance, lengthscale, Z, mu, S)
    if not return_psi2_n:
        psi2 = psi2.sum(axis=0)
    return psi0, psi1, psi2

def __psi1computations(variance, lengthscale, Z, mu, S):
    
    Z - MxQ
    mu - NxQ
    S - NxQ
    gamma - NxQ

Instances