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senwu / emmental

A deep learning framework for building multimodal multi-task learning systems.
https://emmental.readthedocs.io
MIT License
109 stars 18 forks source link
machine-learning multi-task-learning multimodality

readme

|Emmental|

|CI-CD| |CodeClimate| |Codecov| |ReadTheDocs| |PyPI| |PyPIVersion| |GitHubStars| |License| |CodeStyle|

Emmental is a framework for building multimodal multi-task learning systems.

Note that Emmental is still actively under development, so feedback and contributions are welcome. Submit bugs in the Issues_ section or feel free to submit your contributions as a pull request.

Getting Started

Check out our Getting Started Guide_ to get up and running with Emmental.

Learning how to use Emmental



The `Emmental tutorials`_ cover the Emmental workflow, showing how to build
multimodal multi-task learning systems.

Reference
---------

`Emmental: A framework for building multimodal multi-task learning systems`::

    @misc{wu2019emmental,
      title={Emmental: A framework for building multimodal multi-task learning systems},
      author={Wu, Sen},
      year={2019},
    }

.. |Emmental| image:: docs/static/img/emmental-logo.png
   :target: https://github.com/SenWu/emmental
.. |CodeClimate| image:: https://img.shields.io/codeclimate/maintainability/SenWu/emmental.svg
   :alt: Code Climate
   :target: https://codeclimate.com/github/SenWu/emmental
.. |CI-CD| image:: https://img.shields.io/github/workflow/status/SenWu/emmental/ci.svg
    :target: https://github.com/SenWu/emmental/actions
.. |Codecov| image:: https://codecov.io/gh/SenWu/emmental/branch/master/graph/badge.svg
   :target: https://codecov.io/gh/SenWu/emmental
.. |ReadTheDocs| image:: https://img.shields.io/readthedocs/emmental.svg
   :target: https://emmental.readthedocs.io/
.. |PyPI| image:: https://img.shields.io/pypi/v/emmental.svg
   :target: https://pypi.org/project/emmental/
.. |PyPIVersion| image:: https://img.shields.io/pypi/pyversions/emmental.svg
   :target: https://pypi.org/project/emmental/
.. |GitHubStars| image:: https://img.shields.io/github/stars/SenWu/emmental.svg
   :target: https://github.com/SenWu/emmental/stargazers
.. |License| image:: https://img.shields.io/github/license/SenWu/emmental.svg
   :target: https://github.com/SenWu/emmental/blob/master/LICENSE
.. |CodeStyle| image:: https://img.shields.io/badge/code%20style-black-000000.svg
   :target: https://github.com/ambv/black

.. _Getting Started Guide: https://emmental.readthedocs.io/en/latest/user/getting_started.html
.. _Emmental tutorials: https://github.com/SenWu/emmental-tutorials
.. _Issues: https://github.com/SenWu/emmental/issues/