├── LICENSE ├── README.md ├── README.rst ├── experiments ├── active_learning │ ├── README.md │ ├── data.py │ └── qnIPV_experiment.py ├── highd_bo │ ├── README.md │ ├── rover_conditioning_experiment.ipynb │ ├── rover_function.py │ ├── rover_utils.py │ ├── run_gibbon.py │ ├── run_trbo.py │ └── trbo.py ├── hotspots │ ├── README.md │ ├── data │ │ ├── civ_data.csv │ │ ├── hti_data.csv │ │ ├── mwi_data.csv │ │ └── phl_data.csv │ └── hotspots.py ├── incremental_learning │ ├── README.md │ └── online_gp_skinny │ │ ├── .gitattributes │ │ ├── .gitignore │ │ ├── README.md │ │ ├── experiments │ │ └── regression.py │ │ ├── online_gp │ │ ├── __init__.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ └── regression │ │ │ │ ├── __init__.py │ │ │ │ ├── elevators.py │ │ │ │ ├── hopper.py │ │ │ │ ├── powerplant.py │ │ │ │ ├── protein.py │ │ │ │ ├── road_3d.py │ │ │ │ ├── skillcraft.py │ │ │ │ └── walker2d.py │ │ ├── lazy │ │ │ ├── __init__.py │ │ │ └── updated_root_lazy_tensor.py │ │ ├── likelihoods │ │ │ ├── __init__.py │ │ │ └── fnmg_likelihood.py │ │ ├── mlls │ │ │ ├── __init__.py │ │ │ ├── streaming_added_loss_term.py │ │ │ └── streaming_partial_mll.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── chol_variational_gp_model.py │ │ │ ├── online_pivsgpr_regression.py │ │ │ ├── online_pivsvgp_regression.py │ │ │ ├── online_sgpr_regression.py │ │ │ ├── online_svgp_regression.py │ │ │ ├── stems.py │ │ │ ├── streaming_sgpr.py │ │ │ └── variational_gp_model.py │ │ ├── settings.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── cuda.py │ │ │ ├── data.py │ │ │ ├── dkl.py │ │ │ ├── pivoted_cholesky.py │ │ │ ├── plotting.py │ │ │ ├── random.py │ │ │ └── regression.py │ │ ├── requirements.txt │ │ └── setup.py ├── mujoco │ ├── README.md │ ├── functions │ │ ├── functions.py │ │ ├── mujoco_functions.py │ │ └── visualize_policy.py │ ├── lamcts │ │ ├── Classifier.py │ │ ├── MCTS.py │ │ ├── Node.py │ │ ├── __init__.py │ │ └── utils.py │ ├── requirements.txt │ ├── run.py │ ├── setup.py │ └── turbo_1 │ │ ├── LICENSE.md │ │ ├── gp.py │ │ ├── turbo_1.py │ │ └── utils.py ├── pref_learning │ ├── README.md │ ├── run_pref_learning_exp.py │ └── utils.py └── std_bayesopt │ ├── README.md │ ├── hartmann6.py │ ├── knowledge_gradient_plotting_branin.ipynb │ ├── lcls_optimization.py │ ├── poisson_hartmann6.py │ ├── utils.py │ └── weighted_gp_benchmark │ ├── BasicInterfaces.py │ ├── BayesOptimization.py │ ├── GP.py │ ├── GP_utils.py │ ├── GPtools.py │ ├── OnlineGP.py │ ├── SPGPmodel.py │ ├── example_script.py │ ├── lcls_opt_script.py │ └── minimize.py ├── notebooks ├── SABR_vol_plotting.ipynb ├── ssgp_port.ipynb ├── ssgp_time_series_testing_pivcholesky.ipynb ├── streaming_bananas_plots.ipynb ├── svgp_fantasization_plotting.ipynb └── svgp_fantasization_poisson_plotting.ipynb ├── requirements.txt ├── setup.py ├── tests ├── likelihoods │ ├── test_poisson_likelihood.py │ ├── test_preference_learning_likelihood.py │ └── test_volatility_likelihood.py └── models │ └── test_single_task_variational_gp.py └── 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