├── .gitignore ├── LICENSE ├── README.md ├── robustgp ├── __init__.py ├── init_methods │ ├── __init__.py │ ├── init_methods_test.py │ ├── kdpp_mcmc.py │ ├── methods.py │ ├── misc.py │ └── rls.py ├── models.py ├── models_test.py ├── optimizers.py ├── optimizers_test.py └── utilities.py ├── robustgp_experiments ├── __init__.py ├── demo1d.py ├── init_z │ ├── __init__.py │ ├── figures │ │ ├── fixedhyp-Naval_noisy-elbo.pdf │ │ ├── fixedhyp-Naval_noisy-nlpp.pdf │ │ ├── fixedhyp-Naval_noisy-rmse.pdf │ │ ├── fixedhyp-Wilson_elevators-elbo.pdf │ │ ├── fixedhyp-Wilson_elevators-nlpp.pdf │ │ ├── fixedhyp-Wilson_elevators-rmse.pdf │ │ ├── fixedhyp-Wilson_energy-elbo.pdf │ │ ├── fixedhyp-Wilson_energy-nlpp.pdf │ │ ├── fixedhyp-Wilson_energy-rmse.pdf │ │ ├── optall-Naval_noisy-trace.pdf │ │ ├── optall-Wilson_elevators-trace.pdf │ │ ├── optall-Wilson_energy-trace.pdf │ │ ├── opthyp-Naval_noisy-elbo-only.pdf │ │ ├── opthyp-Naval_noisy-elbo.pdf │ │ ├── opthyp-Naval_noisy-nlpp.pdf │ │ ├── opthyp-Naval_noisy-rmse.pdf │ │ ├── opthyp-Wilson_elevators-elbo-only.pdf │ │ ├── opthyp-Wilson_elevators-elbo.pdf │ │ ├── opthyp-Wilson_elevators-nlpp.pdf │ │ ├── opthyp-Wilson_elevators-rmse.pdf │ │ ├── opthyp-Wilson_energy-elbo-only.pdf │ │ ├── opthyp-Wilson_energy-elbo.pdf │ │ ├── opthyp-Wilson_energy-nlpp.pdf │ │ └── opthyp-Wilson_energy-rmse.pdf │ ├── jug-plot-init-inducing-fixedhyp.py │ ├── jug-plot-init-inducing-opt.py │ ├── jug-plot-opt-inducing.py │ ├── jug-plot-search-uci.py │ ├── jug_init_inducing_fixedhyp.py │ ├── jug_init_inducing_opt.py │ ├── jug_opt_inducing.py │ ├── jug_search_uci.py │ ├── utils.py │ └── which-optimiser.py └── utils │ ├── __init__.py │ ├── baselines.py │ ├── data.py │ ├── experiment_processing.py │ ├── experiment_running.py │ ├── plotting.py │ └── storing.py └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/markvdw/RobustGP/HEAD/.gitignore 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