Documentation

The detailed API documentation for gpCAM, fvGP, and HGDL can be found here:

fvGP and HGDL are support packages upstream of gpCAM. Knowing about these packages in detail is optional but beneficial for advanced use cases. 

• gpCAM Documentation

• fvGP Documentation

• HGDL Documentation

Bayesian Optimization, Gaussian process uncertainty quantification, and  Autonomous experimentation can be complicated endeavors employing user-defined acquisition functions, cost functions, training procedures, and optimization algorithms. Make sure to test your setup a few weeks before a high-stakes application, and please feel free to reach out if you encounter difficulties.

The codes for the three packages can be found here:

• https://github.com/lbl-camera/gpCAM

• https://github.com/lbl-camera/fvGP

• https://github.com/lbl-camera/HGDL

Install all of them as part of the gpCAM package via: pip install gpcam

More installation information can be found here.