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Merge branch 'devel' of github.com:SheffieldML/GPy into devel
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commit
3a97e253bf
10 changed files with 73 additions and 39 deletions
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@ -28,7 +28,7 @@ class GPCoregionalizedRegression(GP):
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:param kernel_name: name of the kernel
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:type kernel_name: string
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"""
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def __init__(self, X_list, Y_list, kernel=None, likelihoods_list=None, name='GPCR',W_rank=1,kernel_name='X'):
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def __init__(self, X_list, Y_list, kernel=None, likelihoods_list=None, name='GPCR',W_rank=1,kernel_name='coreg'):
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#Input and Output
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X,Y,self.output_index = util.multioutput.build_XY(X_list,Y_list)
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@ -15,7 +15,7 @@ class GPLVM(GP):
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"""
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def __init__(self, Y, input_dim, init='PCA', X=None, kernel=None, normalize_Y=False, name="gplvm"):
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def __init__(self, Y, input_dim, init='PCA', X=None, kernel=None, name="gplvm"):
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"""
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:param Y: observed data
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@ -68,7 +68,7 @@ class GPLVM(GP):
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def plot_latent(self, labels=None, which_indices=None,
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resolution=50, ax=None, marker='o', s=40,
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fignum=None, legend=True,
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plot_limits=None,
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plot_limits=None,
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aspect='auto', updates=False, **kwargs):
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import sys
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assert "matplotlib" in sys.modules, "matplotlib package has not been imported."
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@ -35,7 +35,7 @@ class SparseGPCoregionalizedRegression(SparseGP):
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:type kernel_name: string
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"""
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def __init__(self, X_list, Y_list, Z_list=[], kernel=None, likelihoods_list=None, num_inducing=10, X_variance=None, name='SGPCR',W_rank=1,kernel_name='X'):
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def __init__(self, X_list, Y_list, Z_list=[], kernel=None, likelihoods_list=None, num_inducing=10, X_variance=None, name='SGPCR',W_rank=1,kernel_name='coreg'):
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#Input and Output
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X,Y,self.output_index = util.multioutput.build_XY(X_list,Y_list)
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