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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 `_ for private V100s cloud. .. raw:: html

2. `Nvidia `_ for Azure credit. .. raw:: html

3. `Tensorflow Research Cloud `_ for free TPUs access. .. raw:: html

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! .. raw:: html

Malay

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