ensmallen 0.8.100
🍇 Ensmallen is the Rust/Python high-performance graph processing submodule of the GRAPE library.
License: MIT
Requires Python: >=3.7
Keywords: python, rust, graph, random, walk

🍇 Ensmallen
========================
|pip| |downloads| |rust_version| |python_version| |license| |DOI| |documentation| |tutorials| |telegram| |discord| |twitter|

Ensmallen is the Rust/Python high-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/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-3.7+-blue.svg
    :target: https://pypi.org/project/ensmallen/#history
    :alt: Supported Python versions

.. |twitter| image:: https://badges.aleen42.com/src/twitter.svg
    :target: https://twitter.com/grapelib
    :alt: Twitter

.. |telegram| image:: https://badges.aleen42.com/src/telegram.svg
    :target: https://t.me/grape_lib
    :alt: Telegram Group

.. |discord| image:: https://badges.aleen42.com/src/discord.svg
    :target: https://discord.gg/Nda2cqYvTN
    :alt: Discord Server