ensmallen 0.8.0

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Ensmallen

|pip| |downloads| |rust_version| |python_version| |license| |DOI| |documentation| |tutorials|

Ensmallen is the Rust/Python hyper-performance graph processing submodule of the GraPE <https://github.com/AnacletoLAB/grape>_ library.

How to install Ensmallen

To install the complete GraPE library, do run:

.. code:: bash

pip install grape

Instead, to exclusively install the Ensmallen package, you can run:

.. code:: bash

pip install ensmallen

Compiling the wheels

See `this page <https://github.com/AnacletoLAB/ensmallen/blob/master/bindings/python/README.md>`_ to compile the bindings yourself.


Contributing
---------------------
Please refer to the `CONTRIBUTING.md <https://github.com/AnacletoLAB/ensmallen/blob/master/CONTRIBUTING.md>`_ file.


Cite GraPE
----------------------------------------------
Please cite the following paper if it was useful for your research:

.. code:: bib

    @misc{cappelletti2021grape,
      title={GraPE: fast and scalable Graph Processing and Embedding}, 
      author={Luca Cappelletti and Tommaso Fontana and Elena Casiraghi and Vida Ravanmehr and Tiffany J. Callahan and Marcin P. Joachimiak and Christopher J. Mungall and Peter N. Robinson and Justin Reese and Giorgio Valentini},
      year={2021},
      eprint={2110.06196},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
    }


.. |rust_version| image:: https://img.shields.io/badge/rust-nightly-orange
    :target: https://github.com/LucaCappelletti94/ensmallen/tree/master/graph
    :alt: Rust Nightly

.. |pip| image:: https://badge.fury.io/py/ensmallen.svg
    :target: https://badge.fury.io/py/ensmallen
    :alt: Pypi project

.. |downloads| image:: https://pepy.tech/badge/ensmallen
    :target: https://pepy.tech/badge/ensmallen
    :alt: Pypi total project downloads

.. |license| image:: https://img.shields.io/badge/License-MIT-blue.svg
    :target: https://opensource.org/licenses/MIT
    :alt: License

.. |tutorials| image:: https://img.shields.io/badge/Tutorials-Jupyter%20Notebooks-blue.svg
    :target: https://github.com/AnacletoLAB/grape/tree/main/tutorials
    :alt: Tutorials

.. |documentation| image:: https://img.shields.io/badge/Documentation-Available%20here-blue.svg
    :target: https://anacletolab.github.io/grape/index.html
    :alt: Documentation

.. |DOI| image:: https://img.shields.io/badge/DOI-10.48550/arXiv.2110.06196-blue.svg
    :target: https://doi.org/10.48550/arXiv.2110.06196
    :alt: DOI

.. |python_version| image:: https://img.shields.io/badge/Python-3.6+-blue.svg
    :target: https://pypi.org/project/ensmallen/#history
    :alt: Supported Python versions