├── .gitignore ├── LICENSE ├── Makefile ├── README.md ├── code ├── gpy │ ├── README.md │ ├── environment.yml │ ├── notebooks │ │ ├── exact.ipynb │ │ ├── minibatch.ipynb │ │ ├── sparse.ipynb │ │ ├── uncertain.ipynb │ │ └── variational.ipynb │ └── src │ │ ├── __init__.py │ │ ├── base.py │ │ ├── exact.py │ │ ├── sparse.py │ │ ├── uncertain.py │ │ └── variational.py ├── gpytorch │ └── README.md ├── numpyro │ ├── .root │ ├── environment.yml │ ├── notebooks │ │ ├── exact │ │ │ ├── exact_gp.ipynb │ │ │ ├── numpyro_gpr_delta.ipynb │ │ │ ├── numpyro_gpr_laplace.ipynb │ │ │ ├── numpyro_gpr_mcmc.ipynb │ │ │ ├── numpyro_gpr_mle.ipynb │ │ │ └── numpyro_gpr_vi.ipynb │ │ ├── sparse │ │ │ ├── numpyro_sparsegp.ipynb │ │ │ └── numpyro_sparsegp_uncertain.ipynb │ │ └── uncertain │ │ │ ├── egp_mcmc.ipynb │ │ │ ├── egp_taylor.ipynb │ │ │ ├── esgp_mcmc.ipynb │ │ │ ├── gpjax_egp_moment_kernels.ipynb │ │ │ └── sgp_taylor.ipynb │ ├── scripts │ │ ├── demo_exact.py │ │ └── demo_sparse.py │ └── src │ │ ├── __init__.py │ │ ├── base.py │ │ ├── data.py │ │ ├── exact.py │ │ ├── guides.py │ │ ├── inference.py │ │ ├── kernels.py │ │ ├── means.py │ │ ├── plots.py │ │ ├── sparse.py │ │ ├── uncertain │ │ ├── __init__.py │ │ ├── moment.py │ │ ├── monte_carlo.py │ │ ├── quadrature.py │ │ ├── taylor.py │ │ ├── unscented.py │ │ └── utils.py │ │ └── utils.py ├── pyro │ └── README.md └── sklearn │ ├── environment.yml │ └── uncertain.py ├── docs ├── .nojekyll ├── README.md ├── demos │ ├── 1d_example.md │ ├── 1d_example_ls.md │ ├── 2d_example.md │ ├── README.md │ ├── pics │ │ ├── 1d_example │ │ │ ├── 1d_example.png │ │ │ ├── gpflow_fit.png │ │ │ ├── gpytorch_fit.png │ │ │ └── sklearn_fit.png │ │ └── 1d_example_ls │ │ │ ├── 1d_example_ls.png │ │ │ ├── gpflow_fit_ls.png │ │ │ ├── gpflow_fit_ls_exact.png │ │ │ ├── gpflow_fit_ls_z.png │ │ │ └── gpytorch_fit_ls.png │ └── ts_example.md ├── icons │ └── pytorch.svg ├── intro.md ├── javascripts │ └── extra.js ├── literature │ ├── README.md │ ├── applications │ │ ├── bayes_opt.md │ │ ├── emulation.md │ │ ├── misc.md │ │ ├── overview.md │ │ └── physics.md │ ├── classification.md │ ├── convolutions.md │ ├── deep_gps.md │ ├── figures │ │ └── lvms.png │ ├── fourier.md │ ├── inference.md │ ├── kernels.md │ ├── large_scale.md │ ├── latent_variable.md │ ├── multioutput.md │ ├── neural_networks.md │ ├── sparse_gps.md │ ├── special.md │ ├── state_space.md │ ├── uncertain_inputs.md │ └── variational.md ├── other │ └── ideas.md ├── other_software.md ├── prezi │ └── tf2 │ │ ├── docs │ │ ├── css │ │ │ ├── highlight │ │ │ │ └── zenburn.css │ │ │ ├── print │ │ │ │ ├── paper.css │ │ │ │ └── pdf.css │ │ │ ├── reset.css │ │ │ ├── reveal.css │ │ │ ├── reveal.scss │ │ │ └── theme │ │ │ │ ├── README.md │ │ │ │ ├── beige.css │ │ │ │ ├── black.css │ │ │ │ ├── blood.css │ │ │ │ ├── league.css │ │ │ │ ├── moon.css │ │ │ │ ├── night.css │ │ │ │ ├── serif.css │ │ │ │ ├── simple.css │ │ │ │ ├── sky.css │ │ │ │ ├── solarized.css │ │ │ │ ├── source │ │ │ │ ├── beige.scss │ │ │ │ ├── black.scss │ │ │ │ ├── blood.scss │ │ │ │ ├── league.scss │ │ │ │ ├── moon.scss │ │ │ │ ├── night.scss │ │ │ │ ├── serif.scss │ │ │ │ ├── simple.scss │ │ │ │ ├── sky.scss │ │ │ │ ├── solarized.scss │ │ │ │ └── white.scss │ │ │ │ ├── template │ │ │ │ ├── mixins.scss │ │ │ │ ├── settings.scss │ │ │ │ └── theme.scss │ │ │ │ └── white.css │ │ ├── index.html │ │ ├── js │ │ │ └── reveal.js │ │ ├── plugin │ │ │ ├── highlight │ │ │ │ └── highlight.js │ │ │ ├── markdown │ │ │ │ ├── example.html │ │ │ │ ├── example.md │ │ │ │ ├── markdown.js │ │ │ │ └── marked.js │ │ │ ├── math │ │ │ │ └── math.js │ │ │ ├── multiplex │ │ │ │ ├── client.js │ │ │ │ ├── index.js │ │ │ │ ├── master.js │ │ │ │ └── package.json │ │ │ ├── notes-server │ │ │ │ ├── client.js │ │ │ │ ├── index.js │ │ │ │ └── notes.html │ │ │ ├── notes │ │ │ │ ├── notes.html │ │ │ │ └── notes.js │ │ │ ├── print-pdf │ │ │ │ └── print-pdf.js │ │ │ ├── search │ │ │ │ └── search.js │ │ │ └── zoom-js │ │ │ │ └── zoom.js │ │ └── 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