gpCAM 8 Advanced Test
This shows a gpCAM advanced using version 8. Not much has changed at first glance, but the underlying GP engine has some substantially advanced capabilities including UQ and Bayesian Optimization on non-Euclidean spaces, large-scale GPs up to a few million data points, and new posterior evaluation options. If you are using a newer version of gpCAM than 8.0.0 there might be some minor changes in this script to make it work.
This shows a gpCAM advanced using version 8. Not much has changed at first glance, but the underlying GP engine has some substantially advanced capabilities including UQ and Bayesian Optimization on non-Euclidean spaces, large-scale GPs up to a few million data points, and new posterior evaluation options. If you are using a newer version of gpCAM than 8.0.0 there might be some minor changes in this script to make it work.
The API is changing frequently, always use help() on new commands you try out.
This test is a great way to get started. Work through the test step by step, by the end, you will have a firm handle on gpCAM.
The data can be downloaded here.
Try out the code here with Google Colab.
Make sure to install the right gpCAM version for this example: pip install gpcam==8.0.4