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added robust pickling, switches to old behaviour, if get/setstate not implemented

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Max Zwiessele 2013-06-26 16:48:48 +01:00
parent 05e8e75c58
commit f5effb8cb6
27 changed files with 392 additions and 283 deletions
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13
GPy/models/gp_regression.py
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@ -25,11 +25,20 @@ class GPRegression(GP):
"""
def __init__(self,X,Y,kernel=None,normalize_X=False,normalize_Y=False):
def __init__(self, X, Y, kernel=None, normalize_X=False, normalize_Y=False):
if kernel is None:
kernel = kern.rbf(X.shape[1])
likelihood = likelihoods.Gaussian(Y,normalize=normalize_Y)
likelihood = likelihoods.Gaussian(Y, normalize=normalize_Y)
GP.__init__(self, X, likelihood, kernel, normalize_X=normalize_X)
self.ensure_default_constraints()
def getstate(self):
return GP.getstate(self)
def setstate(self, state):
return GP.setstate(self, state)
pass