Big Data GPOptimizer
This new capability, starting with gpCAM version 8, gives users the power to run Bayesian Optimization and therefore autonomous experimentation on large datasets. In Fact, gpCAM holds the current world record for scaling up exact Gaussian Processes. In this example, we show how this works on a moderately sized example of 10000 data points. If you are using a later version than 8.0.0 there might be some minor changes you have to apply to get this example to run.
This new capability, starting with gpCAM version 8, gives users the power to run Bayesian Optimization and therefore autonomous experimentation on large datasets. In Fact, gpCAM holds the current world record for scaling up exact Gaussian Processes. In this example, we show how this works on a moderately sized example of 10000 data points. If you are using a later version than 8.0.0 there might be some minor changes you have to apply to get this example to run.