Natural-Language-Toolkit for bahasa Malaysia, powered by Tensorflow and PyTorch.
Project description
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-Speech 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!
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