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Fix merge conflicts
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commit
5c653fa4b0
39 changed files with 631 additions and 259 deletions
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@ -39,7 +39,10 @@ class SSGPLVM(SparseGP_MPI):
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X_variance = np.random.uniform(0,.1,X.shape)
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if Gamma is None:
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gamma = np.random.randn(X.shape[0], input_dim)
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gamma = np.empty_like(X) # The posterior probabilities of the binary variable in the variational approximation
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gamma[:] = 0.5 + 0.1 * np.random.randn(X.shape[0], input_dim)
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gamma[gamma>1.-1e-9] = 1.-1e-9
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gamma[gamma<1e-9] = 1e-9
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else:
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gamma = Gamma.copy()
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