About us ======== Origin ------ TensorLy was created in 2015 by `Jean Kossaifi`_ to make tensor methods accessible and easy. It was first presented at the NeurIPS `workshop `_ on "Learning with Tensors: Why Now and How?" and later published as a `JMLR paper `_ titled "TensorLy: Tensor Learning in Python", by `Jean Kossaifi`_, `Yannis Panagakis`_, `Anima Anandkumar`_ and `Maja Pantic`_. Originally, TensorLy was built on top of NumPy and SciPy only. In order to combine tensor methods with deep learning and run them on multiple devices, CPU and GPU, a flexible backend system was added. This allows algorithms written in TensorLy to be ran with any major framework such as PyTorch, MXNet, TensorFlow, CuPy and JAX. Core developers ----------------- TensorLy is first and formost a community aiming to make tensor learning easy and accessible. With a robust and active group of contributors, we would like to thank all those who have contributed, including (alphabetical order): * `Jeremy Cohen `_ * `Julia Gusak `_ * `Meraj Hashemizadeh `_ * `Jean Kossaifi`_ * `Aaron Meurer `_ * `Yngve Mardal Moe `_ * `Aaron Meyer `_ * `Taylor Lee Patti `_ * `Marie Roald `_ * `Caglayan Tuna `_ For a full list of contributors check the `Github page `_. Supporters ---------- The TensorLy project is and has been supported by various organizations and universities: .. image:: _static/logos/logo_nvidia.png :width: 150pt :align: center :target: https://www.nvidia.com :alt: NVIDIA ........ .. image:: _static/logos/logo_inria.png :width: 150pt :align: center :target: https://www.inria.fr/fr :alt: INRIA INRIA is funding a full-time engineer to work on TensorLy. ........ .. image:: _static/logos/logo_imperial.png :width: 150pt :align: center :target: https://www.imperial.ac.uk :alt: Imperial College London ........ .. image:: _static/logos/logo_caltech.png :width: 150pt :align: center :target: https://www.caltech.edu :alt: California Institute of Technology ........ .. image:: _static/logos/logo_athens.png :width: 150pt :align: center :target: https://en.uoa.gr :alt: National and Kapodistrian University of Athens ........ .. image:: _static/logos/logo_skoltech.png :width: 150pt :align: center :target: https://www.skoltech.ru/en/ :alt: Skolkovo Institute of Science and Technology ........ .. image:: _static/logos/logo_ucla.png :width: 150pt :align: center :target: https://www.ucla.edu/ :alt: UCLA ........ .. _Jean Kossaifi: http://jeankossaifi.com/ .. _Yannis Panagakis: https://ibug.doc.ic.ac.uk/people/ypanagakis .. _Maja Pantic: https://ibug.doc.ic.ac.uk/maja/ .. _Anima Anandkumar: http://tensorlab.cms.caltech.edu/users/anima/