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mesolitica / malaya

Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/
MIT License
465 stars 129 forks source link
bahasa-malaysia emotion-analysis entity-framework language-detection malay malay-nlp natural-language-processing ner normalizer pos-tagging sentiment-analysis subjectivity-analysis tensorflow

readme

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=========

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,

  1. KeyReply <https://www.keyreply.com/>_ for private V100s cloud.

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  1. Nvidia <https://www.nvidia.com/en-us/>_ for Azure credit.

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  1. Tensorflow Research Cloud <https://www.tensorflow.org/tfrc>_ for free TPUs access.

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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!

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