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Thats a pretty big dataset to use the standard DKL...
GP methods create a kernel matrix size (nxn). Typically no more than a couple thousand datapoints are used unless the big data approximations from for instance Wilsons paper are used.
Hi.
I have 64GB RAM UBUNTU
Not sure but when I'm trying to fit per column basis, I get an error:
tmp=X[:,i].reshape(1,-1)-X[:,i].reshape(-1,1)
MemoryError
My dataset shape is: (187630,14) numerical values
The error refers to the code in :
Deep-Kernel-GP/dknet/layers/dense.py
Line 127 in cff31dd
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