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Hi, I've been using GPyTorch in the context of a growing dataset. With I've been using the Sparse GPR example in the docs as a template, which does not address increasing data or changing the inducing points. Is it a simple matter of changing the data in the Thanks in advance for the help! |
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Online variational inference (with GPs) is a bit of an open research question :) but yes, you should be able to get some mileage out of just updating the |
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Online variational inference (with GPs) is a bit of an open research question :) but yes, you should be able to get some mileage out of just updating the
inducing_points
parameter and then setting the model to be in train mode to clear the caches.