Upgrade Airline experiment to GPflow 2 #5
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** DO NOT MERGE **
Hi all,
I spent a little bit of time updating the
GPR_additive
VFF model to GPflow 2 (2.0.4
) and Tensorflow 2 (2.2.0
) for the Airline experiment. IMPORTANT: I only updated the bits I needed for the Airline experiment, so this PR is very dirty and incomplete, but I still thought it could be useful for others. I would, however, not recommend merging this PR as it will leave the repo in a bad state.I was able to exactly reproduce the MSE and NLPD given in the paper. The run times became significantly shorter. Experiment ran on a single 8GB GeForce GTX 1070 GPU and Intel i7-7700 CPU @ 3.60GHz CPU with 24 GB of RAM.