/gaussian_processes_variational

Project for module R250 at the University of Cambridge

Primary LanguagePython

Properties of Sparse Variational Gaussian Processes for Multidimensional Input

Project for module R250 at the University of Cambridge:

Properties of Sparse Variational Gaussian Processes for Multidimensional Input

The experiment can be run using the modules with the prefix experiment_ and the specific experiment should be clear from the suffix and docstrings.

Heatplots can be created with evaluate_experiment_increase_dimension.py and compare_results.py creates plots to compare two experiments at a certain number of inducing points.