gpCAM API Levels

The user has two options to deploy gpCAM: by using the AutonomousExperimenter of the gpOptimizer. Both come in single-task and multi-task versions. The AutonomousExperimenter is simpler to set up and implements a high-level loop, while the GPOptimizer is a thin optimization wrapper around the fvgp package and inherits all of its capabilities, including GPs on non-Euclidean input spaces and world-record-holding scaling of exact GPs.

To get to know gpCAM, check out the examples on this website, download the repository and go to “./tests”, or visit the project website.

Quick Links:

• Repository

• AutonomousExperimenter (GP and fvGP)

• gpOptimizer and fvgpOptimizer

• The fvGP Package

• The HGDL Package

Have suggestions for the API or found a bug?

Please submit an issue on GitHub.