mGPLVM Documentation
====================

.. image:: _static/concept.png
    :width: 500
    :alt: mGPLVM

This is a library for learning Gaussian process latent variable models (GPLVMs) with non-Euclidean latent variables, as proposed `here <https://papers.nips.cc/paper/2020/file/fedc604da8b0f9af74b6cfc0fab2163c-Paper.pdf>`_.

.. toctree::
   :maxdepth: 1
   :glob:
   :caption: Getting Started

   install

.. toctree::   
   :maxdepth: 1
   :glob:
   :caption: Examples

   notebooks/bGPFA
   notebooks/mGPLVM_supervised
   notebooks/synthetic_torus
   notebooks/fly_torus

  
.. toctree::
   :maxdepth: 3
   :glob:
   :caption: API

   mgplvm/mgplvm



Indices and tables
==================

* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`