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[newest patch updates, cleaned interfaces and mean_function addidtions]

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mzwiessele 2015-09-30 14:43:04 +01:00
parent 75ccd468ef
commit 71bc90bf98
6 changed files with 28 additions and 18 deletions
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4
GPy/core/sparse_gp.py
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@ -43,12 +43,10 @@ class SparseGP(GP):
def __init__(self, X, Y, Z, kernel, likelihood, mean_function=None, X_variance=None, inference_method=None,
name='sparse gp', Y_metadata=None, normalizer=False):
self.missing_data = np.isnan(Y).any()
#pick a sensible inference method
if inference_method is None:
if isinstance(likelihood, likelihoods.Gaussian):
inference_method = var_dtc.VarDTC(limit=1 if not self.missing_data else Y.shape[1])
inference_method = var_dtc.VarDTC(limit=1)
else:
#inference_method = ??
raise NotImplementedError("what to do what to do?")