https://github.com/senwu/emmental
A deep learning framework for building multimodal multi-task learning systems.
https://github.com/senwu/emmental
machine-learning multi-task-learning multimodality
Last synced: 12 months ago
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A deep learning framework for building multimodal multi-task learning systems.
- Host: GitHub
- URL: https://github.com/senwu/emmental
- Owner: senwu
- License: mit
- Created: 2019-04-04T06:54:06.000Z (almost 7 years ago)
- Default Branch: main
- Last Pushed: 2023-07-25T20:56:39.000Z (over 2 years ago)
- Last Synced: 2025-04-03T01:08:42.372Z (12 months ago)
- Topics: machine-learning, multi-task-learning, multimodality
- Language: Python
- Homepage: https://emmental.readthedocs.io
- Size: 891 KB
- Stars: 109
- Watchers: 9
- Forks: 18
- Open Issues: 5
-
Metadata Files:
- Readme: README.rst
- Changelog: CHANGELOG.rst
- License: LICENSE
Awesome Lists containing this project
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
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.. |Codecov| image:: https://codecov.io/gh/SenWu/emmental/branch/master/graph/badge.svg
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.. |PyPI| image:: https://img.shields.io/pypi/v/emmental.svg
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.. _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/