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Replaced Q by input_dim

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Alan Saul 2013-06-05 11:17:15 +01:00
parent 312cfebcb1
commit 97f3357b6d
22 changed files with 271 additions and 271 deletions
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6
GPy/kern/kern.py
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@ -300,15 +300,15 @@ class kern(parameterised):
return target
def dpsi1_dmuS(self, dL_dpsi1, Z, mu, S):
"""return shapes are N,M,Q"""
"""return shapes are N,M,input_dim"""
target_mu, target_S = np.zeros((2, mu.shape[0], mu.shape[1]))
[p.dpsi1_dmuS(dL_dpsi1, Z[:, i_s], mu[:, i_s], S[:, i_s], target_mu[:, i_s], target_S[:, i_s]) for p, i_s in zip(self.parts, self.input_slices)]
return target_mu, target_S
def psi2(self, Z, mu, S):
"""
:param Z: np.ndarray of inducing inputs (M x Q)
:param mu, S: np.ndarrays of means and variances (each N x Q)
:param Z: np.ndarray of inducing inputs (M x input_dim)
:param mu, S: np.ndarrays of means and variances (each N x input_dim)
:returns psi2: np.ndarray (N,M,M)
"""
target = np.zeros((mu.shape[0], Z.shape[0], Z.shape[0]))