├── .circleci └── config.yml ├── .gitignore ├── CHANGELOG.md ├── LICENSE ├── README.md ├── codecov.yml ├── docs ├── Makefile └── source │ ├── conf.py │ ├── examples.rst │ ├── gptorch │ ├── index.rst │ ├── kernels.rst │ ├── likelihoods.rst │ ├── mean_functions.rst │ ├── model.rst │ └── util.rst │ └── index.rst ├── environment.yml ├── examples ├── notebooks │ ├── priors.ipynb │ └── regression_1d.ipynb └── regression_1d.py ├── gptorch ├── __init__.py ├── ekernels.py ├── functions.py ├── kernels.py ├── likelihoods.py ├── mean_functions.py ├── model.py ├── models │ ├── __init__.py │ ├── base.py │ ├── gplvm.py │ ├── gpr.py │ └── sparse_gpr.py ├── param.py ├── settings.py └── util.py ├── requirements.txt ├── setup.cfg ├── setup.py └── test ├── __init__.py ├── data ├── kernels │ ├── Bias_kdiag.npy │ ├── Bias_kx.npy │ ├── Bias_kx2.npy │ ├── Constant_kdiag.npy │ ├── Constant_kx.npy │ ├── Constant_kx2.npy │ ├── Exp_kdiag.npy │ ├── Exp_kdiag_ard.npy │ ├── Exp_kx.npy │ ├── Exp_kx2.npy │ ├── Exp_kx2_ard.npy │ ├── Exp_kx_ard.npy │ ├── Linear_kdiag.npy │ ├── Linear_kx.npy │ ├── Linear_kx2.npy │ ├── Matern12_kdiag.npy │ ├── Matern12_kdiag_ard.npy │ ├── Matern12_kx.npy │ ├── Matern12_kx2.npy │ ├── Matern12_kx2_ard.npy │ ├── Matern12_kx_ard.npy │ ├── Matern32_kdiag.npy │ ├── Matern32_kdiag_ard.npy │ ├── Matern32_kx.npy │ ├── Matern32_kx2.npy │ ├── Matern32_kx2_ard.npy │ ├── Matern32_kx_ard.npy │ ├── Matern52_kdiag.npy │ ├── Matern52_kdiag_ard.npy │ ├── Matern52_kx.npy │ ├── Matern52_kx2.npy │ ├── Matern52_kx2_ard.npy │ ├── Matern52_kx_ard.npy │ ├── Periodic_kdiag.npy │ ├── Periodic_kdiag_ard.npy │ ├── Periodic_kx.npy │ ├── Periodic_kx2.npy │ ├── Periodic_kx2_ard.npy │ ├── Periodic_kx_ard.npy │ ├── Rbf_kdiag.npy │ ├── Rbf_kdiag_ard.npy │ ├── Rbf_kx.npy │ ├── Rbf_kx2.npy │ ├── Rbf_kx2_ard.npy │ ├── Rbf_kx_ard.npy │ ├── White_kdiag.npy │ ├── White_kx.npy │ ├── White_kx2.npy │ ├── ard_length_scales.npy │ ├── x.npy │ ├── x1.npy │ └── x2.npy └── models │ └── sparse_gpr │ ├── l_s.dat 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