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Merge branch 'linK_functions2' into devel

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Conflicts:
	GPy/core/gp.py
	GPy/core/gp_base.py
	GPy/core/sparse_gp.py
	GPy/examples/regression.py
	GPy/kern/constructors.py
	GPy/kern/parts/coregionalise.py
	GPy/models/__init__.py
	GPy/models/sparse_gp_classification.py
	GPy/util/__init__.py
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Ricardo 2013-09-13 15:57:34 +01:00
commit f8c9e6b982
36 changed files with 2144 additions and 404 deletions
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GPy/models/sparse_gp_regression.py
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@ -20,7 +20,11 @@ class SparseGPRegression(SparseGP):
:type normalize_X: False|True
:param normalize_Y: whether to normalize the input data before computing (predictions will be in original scales)
:type normalize_Y: False|True
:param Z: inducing inputs (optional, see note)
:type Z: np.ndarray (num_inducing x input_dim) | None
:rtype: model object
:param X_variance: The uncertainty in the measurements of X (Gaussian variance)
:type X_variance: np.ndarray (num_data x input_dim) | None
.. Note:: Multiple independent outputs are allowed using columns of Y