├── .github └── workflows │ ├── ci.yaml │ ├── formatting.yml │ └── mypy.yaml ├── .gitignore ├── .style.yapf ├── LICENSE ├── README.md ├── TODO.md ├── docs ├── .nojekyll ├── _images │ ├── concept.png │ ├── notebooks_bGPFA_11_0.png │ ├── notebooks_bGPFA_19_1.png │ ├── notebooks_bGPFA_21_1.png │ ├── notebooks_bGPFA_23_0.png │ ├── notebooks_bGPFA_25_1.png │ ├── notebooks_fly_torus_5_0.png │ ├── notebooks_fly_torus_9_0.png │ ├── notebooks_mGPLVM_supervised_15_1.png │ ├── notebooks_mGPLVM_supervised_15_11.png │ ├── notebooks_mGPLVM_supervised_15_13.png │ ├── notebooks_mGPLVM_supervised_15_3.png │ ├── notebooks_mGPLVM_supervised_15_5.png │ ├── notebooks_mGPLVM_supervised_15_7.png │ ├── notebooks_mGPLVM_supervised_15_9.png │ ├── notebooks_mGPLVM_supervised_22_1.png │ ├── notebooks_mGPLVM_supervised_22_11.png │ ├── notebooks_mGPLVM_supervised_22_13.png │ ├── notebooks_mGPLVM_supervised_22_3.png │ ├── notebooks_mGPLVM_supervised_22_5.png │ ├── notebooks_mGPLVM_supervised_22_7.png │ ├── notebooks_mGPLVM_supervised_22_9.png │ ├── notebooks_mGPLVM_supervised_24_1.png │ ├── notebooks_mGPLVM_supervised_24_2.png │ ├── notebooks_mGPLVM_supervised_26_1.png │ ├── notebooks_mGPLVM_supervised_32_0.png │ ├── notebooks_mGPLVM_supervised_32_2.png │ ├── notebooks_mGPLVM_supervised_45_1.png │ ├── notebooks_mGPLVM_supervised_7_0.png │ ├── notebooks_mGPLVM_supervised_9_0.png │ ├── notebooks_mGPLVM_supervised_9_1.png │ ├── notebooks_synthetic_torus_10_1.png │ ├── notebooks_synthetic_torus_13_0.png │ ├── notebooks_synthetic_torus_14_0.png │ ├── notebooks_synthetic_torus_17_0.png │ ├── notebooks_synthetic_torus_19_0.png │ ├── notebooks_synthetic_torus_5_0.png │ └── notebooks_synthetic_torus_6_1.png ├── _modules │ ├── index.html │ └── mgplvm │ │ ├── base.html │ │ ├── crossval │ │ ├── construct_model.html │ │ ├── crossval.html │ │ ├── crossval_bgpfa.html │ │ └── train_model.html │ │ ├── dists.html │ │ ├── fast_utils │ │ ├── linear_cg.html │ │ └── toeplitz.html │ │ ├── inducing_variables.html │ │ ├── kernels │ │ ├── kernel.html │ │ ├── linear.html │ │ └── stationary.html │ │ ├── likelihoods.html │ │ ├── lpriors │ │ ├── common.html │ │ ├── euclidean.html │ │ └── torus.html │ │ ├── manifolds │ │ ├── base.html │ │ ├── euclid.html │ │ ├── quaternion.html │ │ ├── s3.html │ │ ├── so3.html │ │ └── torus.html │ │ ├── models │ │ ├── bfa.html │ │ ├── gp_base.html │ │ ├── gplvm.html │ │ ├── lgplvm.html │ │ ├── svgp.html │ │ └── svgplvm.html │ │ ├── optimisers │ │ ├── data.html │ │ ├── stopping_criterions.html │ │ └── svgp.html │ │ ├── rdist │ │ ├── GP_circ.html │ │ ├── GP_diag.html │ │ ├── GPbase.html │ │ ├── common.html │ │ └── relie.html │ │ ├── syndata │ │ └── gen_data.html │ │ └── utils.html ├── _sources │ ├── index.rst.txt │ ├── install.rst.txt │ ├── mgplvm │ │ ├── mgplvm.base.rst.txt │ │ ├── mgplvm.crossval.construct_model.rst.txt │ │ ├── mgplvm.crossval.crossval.rst.txt │ │ ├── mgplvm.crossval.crossval_bgpfa.rst.txt │ │ ├── mgplvm.crossval.rst.txt │ │ ├── mgplvm.crossval.train_model.rst.txt │ │ ├── mgplvm.dists.rst.txt │ │ ├── mgplvm.fast_utils.broadcasting.rst.txt │ │ ├── mgplvm.fast_utils.linear_cg.rst.txt │ │ ├── mgplvm.fast_utils.rst.txt │ │ ├── mgplvm.fast_utils.toeplitz.rst.txt │ │ ├── mgplvm.inducing_variables.rst.txt │ │ ├── mgplvm.kernels.kernel.rst.txt │ │ ├── mgplvm.kernels.linear.rst.txt │ │ ├── mgplvm.kernels.rst.txt │ │ ├── mgplvm.kernels.stationary.rst.txt │ │ ├── mgplvm.likelihoods.rst.txt │ │ ├── mgplvm.lpriors.common.rst.txt │ │ ├── mgplvm.lpriors.euclidean.rst.txt │ │ ├── mgplvm.lpriors.rst.txt │ │ ├── mgplvm.lpriors.torus.rst.txt │ │ ├── mgplvm.manifolds.base.rst.txt │ │ ├── mgplvm.manifolds.euclid.rst.txt │ │ ├── mgplvm.manifolds.quaternion.rst.txt │ │ ├── mgplvm.manifolds.rst.txt │ │ ├── mgplvm.manifolds.s3.rst.txt │ │ ├── mgplvm.manifolds.so3.rst.txt │ │ ├── mgplvm.manifolds.torus.rst.txt │ │ ├── mgplvm.models.bfa.rst.txt │ │ ├── mgplvm.models.gp_base.rst.txt │ │ ├── mgplvm.models.gplvm.rst.txt │ │ ├── mgplvm.models.lgplvm.rst.txt │ │ ├── mgplvm.models.rst.txt │ │ ├── mgplvm.models.svgp.rst.txt │ │ ├── mgplvm.models.svgplvm.rst.txt │ │ ├── mgplvm.optimisers.data.rst.txt │ │ ├── mgplvm.optimisers.rst.txt │ │ ├── mgplvm.optimisers.stopping_criterions.rst.txt │ │ ├── mgplvm.optimisers.svgp.rst.txt │ │ ├── mgplvm.rdist.GP_circ.rst.txt │ │ ├── mgplvm.rdist.GP_diag.rst.txt │ │ ├── mgplvm.rdist.GPbase.rst.txt │ │ ├── mgplvm.rdist.common.rst.txt │ │ ├── mgplvm.rdist.relie.rst.txt │ │ ├── mgplvm.rdist.rst.txt │ │ ├── mgplvm.rst.txt │ │ ├── mgplvm.syndata.gen_data.rst.txt │ │ ├── mgplvm.syndata.rst.txt │ │ ├── mgplvm.utils.rst.txt │ │ └── modules.rst.txt │ └── notebooks │ │ ├── bGPFA.ipynb.txt │ │ ├── fly_torus.ipynb.txt │ │ ├── mGPLVM_supervised.ipynb.txt │ │ └── synthetic_torus.ipynb.txt ├── _static │ ├── basic.css │ ├── concept.png │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.13.1.js │ └── underscore.js ├── genindex.html ├── index.html ├── install.html ├── mgplvm │ ├── mgplvm.base.html │ ├── mgplvm.crossval.construct_model.html │ ├── mgplvm.crossval.crossval.html │ ├── mgplvm.crossval.crossval_bgpfa.html │ ├── mgplvm.crossval.html │ ├── mgplvm.crossval.train_model.html │ ├── mgplvm.dists.html │ ├── mgplvm.fast_utils.broadcasting.html │ ├── mgplvm.fast_utils.html │ ├── mgplvm.fast_utils.linear_cg.html │ ├── mgplvm.fast_utils.toeplitz.html │ ├── mgplvm.html │ ├── mgplvm.inducing_variables.html │ ├── mgplvm.kernels.html │ ├── mgplvm.kernels.kernel.html │ ├── mgplvm.kernels.linear.html │ ├── mgplvm.kernels.stationary.html │ ├── mgplvm.likelihoods.html │ ├── mgplvm.lpriors.common.html │ ├── mgplvm.lpriors.euclidean.html │ ├── mgplvm.lpriors.html │ ├── mgplvm.lpriors.torus.html │ ├── mgplvm.manifolds.base.html │ ├── mgplvm.manifolds.euclid.html │ ├── mgplvm.manifolds.html │ ├── mgplvm.manifolds.quaternion.html │ ├── mgplvm.manifolds.s3.html │ ├── mgplvm.manifolds.so3.html │ ├── mgplvm.manifolds.torus.html │ ├── mgplvm.models.bfa.html │ ├── mgplvm.models.gp_base.html │ ├── mgplvm.models.gplvm.html │ ├── mgplvm.models.html │ ├── mgplvm.models.lgplvm.html │ ├── mgplvm.models.svgp.html │ ├── mgplvm.models.svgplvm.html │ ├── mgplvm.optimisers.data.html │ ├── mgplvm.optimisers.html │ ├── mgplvm.optimisers.stopping_criterions.html │ ├── mgplvm.optimisers.svgp.html │ ├── mgplvm.rdist.GP_circ.html │ ├── mgplvm.rdist.GP_diag.html │ ├── mgplvm.rdist.GPbase.html │ ├── mgplvm.rdist.common.html │ ├── mgplvm.rdist.html │ ├── mgplvm.rdist.relie.html │ ├── mgplvm.syndata.gen_data.html │ ├── mgplvm.syndata.html │ ├── mgplvm.utils.html │ └── modules.html ├── notebooks │ ├── bGPFA.html │ ├── bGPFA.ipynb │ ├── fly_torus.html │ ├── fly_torus.ipynb │ ├── mGPLVM_supervised.html │ ├── mGPLVM_supervised.ipynb │ ├── synthetic_torus.html │ └── synthetic_torus.ipynb ├── objects.inv ├── py-modindex.html ├── search.html └── searchindex.js ├── docsrc ├── Makefile ├── README.md ├── requirements.txt └── source │ ├── _static │ ├── concept.png │ └── small_lvm_fig.png │ ├── conf.py │ ├── index.rst │ ├── install.rst │ └── notebooks │ ├── bGPFA.ipynb │ ├── fly_torus.ipynb │ ├── mGPLVM_supervised.ipynb │ └── synthetic_torus.ipynb ├── mgplvm ├── __init__.py ├── base.py ├── crossval │ ├── __init__.py │ ├── construct_model.py │ ├── crossval.py │ ├── crossval_bgpfa.py │ └── train_model.py ├── dists.py ├── fast_utils │ ├── __init__.py │ ├── broadcasting.py │ ├── linear_cg.py │ └── toeplitz.py ├── inducing_variables.py ├── kernels │ ├── __init__.py │ ├── kernel.py │ ├── linear.py │ └── stationary.py ├── likelihoods.py ├── lpriors │ ├── __init__.py │ ├── common.py │ ├── euclidean.py │ └── torus.py ├── manifolds │ ├── __init__.py │ ├── base.py │ ├── euclid.py │ ├── quaternion.py │ ├── s3.py │ ├── so3.py │ └── torus.py ├── models │ ├── __init__.py │ ├── bfa.py │ ├── gp_base.py │ ├── gplvm.py │ ├── lgplvm.py │ ├── svgp.py │ └── svgplvm.py ├── optimisers │ ├── __init__.py │ ├── data.py │ ├── stopping_criterions.py │ └── svgp.py ├── rdist │ ├── GP_circ.py │ ├── GP_diag.py │ ├── GPbase.py │ ├── __init__.py │ ├── common.py │ └── relie.py ├── syndata │ ├── __init__.py │ 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