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Changed all M's for num_inducing

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This commit is contained in:
Alan Saul 2013-06-05 15:29:45 +01:00
parent aac4f6a237
commit 3475b52b6c
21 changed files with 142 additions and 142 deletions
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4
GPy/models/sparse_gp_classification.py
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@ -26,7 +26,7 @@ class SparseGPClassification(SparseGP):
"""
def __init__(self, X, Y=None, likelihood=None, kernel=None, normalize_X=False, normalize_Y=False, Z=None, M=10):
def __init__(self, X, Y=None, likelihood=None, kernel=None, normalize_X=False, normalize_Y=False, Z=None, num_inducing=10):
if kernel is None:
kernel = kern.rbf(X.shape[1]) + kern.white(X.shape[1],1e-3)
@ -38,7 +38,7 @@ class SparseGPClassification(SparseGP):
raise Warning, 'likelihood.data and Y are different.'
if Z is None:
i = np.random.permutation(X.shape[0])[:M]
i = np.random.permutation(X.shape[0])[:num_inducing]
Z = X[i].copy()
else:
assert Z.shape[1]==X.shape[1]