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[ssgplvm] implement IBP prior

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Zhenwen Dai 2015-05-21 14:18:32 +01:00
parent 21a39ffb87
commit afa0621488
4 changed files with 34 additions and 31 deletions
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GPy/core/gp.py
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@ -208,8 +208,7 @@ class GP(Model):
Kxx = kern.Kdiag(_Xnew)
var = Kxx - np.sum(WiKx*Kx, 0)
var = var.reshape(-1, 1)
var[var<0.] = 0.
var[var<0.] = 0.
#force mu to be a column vector
if len(mu.shape)==1: mu = mu[:,None]