https://github.com/mesolitica/malaya

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
https://github.com/mesolitica/malaya

bahasa-malaysia emotion-analysis entity-framework language-detection malay malay-nlp natural-language-processing ner normalizer pos-tagging sentiment-analysis subjectivity-analysis tensorflow

Last synced: 11 days ago
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Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

• Host: GitHub
• URL: https://github.com/mesolitica/malaya
• Owner: mesolitica
• License: mit
• Created: 2018-03-12T02:23:35.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2024-05-06T20:35:16.000Z (6 months ago)
• Last Synced: 2024-05-21T01:06:01.180Z (6 months ago)
• Topics: bahasa-malaysia, emotion-analysis, entity-framework, language-detection, malay, malay-nlp, natural-language-processing, ner, normalizer, pos-tagging, sentiment-analysis, subjectivity-analysis, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 115 MB
• Stars: 458
• Watchers: 29
• Forks: 126
• Open Issues: 9
• Metadata Files:
  • Readme: README-pypi.rst
  • Contributing: CONTRIBUTING.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

        
**Malaya** is a Natural-Language-Toolkit library for bahasa Malaysia, powered by PyTorch.

Documentation

--------------

Proper documentation is available at https://malaya.readthedocs.io/

Installing from the PyPI

----------------------------------

::

    $ pip install malaya

It will automatically install all dependencies except for PyTorch. So you can choose your own PyTorch CPU / GPU version.

Only **Python >= 3.6.0**,  and **PyTorch >= 1.10** are supported.

If you are a Windows user, make sure read https://malaya.readthedocs.io/en/latest/running-on-windows.html

Development Release

---------------------------------

Install from `master` branch,

::

    $ pip install git+https://github.com/huseinzol05/malaya.git

We recommend to use **virtualenv** for development. 

Documentation at https://malaya.readthedocs.io/en/latest/

Pretrained Models

------------------

Malaya also released Malaysian pretrained models, simply check at https://huggingface.co/mesolitica

References

-----------

If you use our software for research, please cite:

::

  @misc{Malaya, Natural-Language-Toolkit library for bahasa Malaysia, powered by PyTorch,

    author = {Husein, Zolkepli},

    title = {Malaya},

    year = {2018},

    publisher = {GitHub},

    journal = {GitHub repository},

    howpublished = {\url{https://github.com/mesolitica/malaya}}

  }

Acknowledgement

----------------

Thanks to `KeyReply `_ for private V100s cloud and `Mesolitica `_ for private RTXs cloud to train Malaya models.

Also, thanks to `Tensorflow Research Cloud `_ for free TPUs access.

Contributing

----------------

Thank you for contributing this library, really helps a lot. Feel free to contact me to suggest me anything or want to contribute other kind of forms, we accept everything, not just code!