Top AI Repos — open-source AI, indexed and scored

Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

malaysia-ai/malaya

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

54MITJupyter Notebook

View on GitHub

Stars: 527
Forks: 141
Watchers: 22
Open issues: 4
Contributors: 11

Star history, last 90 days— over 5 snapshots

2026-07-24 · 5272026-08-06 · 527

Star history, last 90 days
Date	Stars
2026-07-24	527
2026-07-25	527
2026-07-28	527
2026-07-30	527
2026-08-06	527

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

.. raw:: html

    <p align="center">
        <a href="#readme">
            <img alt="logo" width="40%" src="https://i.imgur.com/yi6jwST.png">
        </a>
    </p>
    <p align="center">
        <a href="https://pypi.python.org/pypi/malaya"><img alt="Pypi version" src="https://badge.fury.io/py/malaya.svg"></a>
        <a href="https://pypi.python.org/pypi/malaya"><img alt="Python3 version" src="https://img.shields.io/pypi/pyversions/malaya.svg"></a>
        <a href="https://github.com/huseinzol05/Malaya/blob/master/LICENSE"><img alt="MIT License" src="https://img.shields.io/github/license/huseinzol05/malaya.svg?color=blue"></a>
        <a href="https://malaya.readthedocs.io/"><img alt="Documentation" src="https://readthedocs.org/projects/malaya/badge/?version=latest"></a>
        <a href="https://pepy.tech/project/malaya"><img alt="total stats" src="https://static.pepy.tech/badge/malaya"></a>
        <a href="https://pepy.tech/project/malaya"><img alt="download stats / month" src="https://static.pepy.tech/badge/malaya/month"></a>
        <a href="https://discord.gg/J3aSWyMy9A"><img alt="discord" src="https://img.shields.io/badge/discord%20-Malaysia_AI-rgb(118,138,212).svg"></a>
    </p>

=========

**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.

.. raw:: html

    <a href="#readme">
        <img alt="logo" width="20%" src="https://image4.owler.com/logo/keyreply_owler_20191024_163259_original.png">
    </a>

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

.. raw:: html

    <a href="#readme">
        <img alt="logo" width="20%" src="https://www.nvidia.com/content/dam/en-zz/Solutions/about-nvidia/logo-and-brand/[email protected]">
    </a>


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

.. raw:: html

    <a href="https://www.tensorflow.org/tfrc">
        <img alt="logo" width="20%" src="https://2.bp.blogspot.com/-xojf3dn8Ngc/WRubNXxUZJI/AAAAAAAAB1A/0W7o1hR_n20QcWyXHXDI1OTo7vXBR8f7QCLcB/s400/image2.png">
    </a>


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

    <a href="#readme">
        <img alt="logo" width="30%" src="https://contributors-img.firebaseapp.com/image?repo=huseinzol05/malaya">
    </a>

Excerpt of 3,839 characters

Read on GitHub

Top contributors11 shown

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

54/10054

Maintenance: 45%; How recently the default branch was pushed to
Releases: 10%; Recency and cadence of tagged releases
Community: 29%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 66%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No release in over a year
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 8 years ago
Last push: 4 months ago
Last release: 2 years ago
Release tag: v5.1
Releases in the last year: 0
Default branch: master
Size: 124k KB
Owner type: Organization
Owner location: —
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

malaysia-ai/malaya

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

54MITJupyter Notebook

View on GitHub

Stars: 527
Forks: 141
Watchers: 22
Open issues: 4
Contributors: 11

Star history, last 90 days— over 5 snapshots

2026-07-24 · 5272026-08-06 · 527

Star history, last 90 days
Date	Stars
2026-07-24	527
2026-07-25	527
2026-07-28	527
2026-07-30	527
2026-08-06	527

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

.. raw:: html

    <p align="center">
        <a href="#readme">
            <img alt="logo" width="40%" src="https://i.imgur.com/yi6jwST.png">
        </a>
    </p>
    <p align="center">
        <a href="https://pypi.python.org/pypi/malaya"><img alt="Pypi version" src="https://badge.fury.io/py/malaya.svg"></a>
        <a href="https://pypi.python.org/pypi/malaya"><img alt="Python3 version" src="https://img.shields.io/pypi/pyversions/malaya.svg"></a>
        <a href="https://github.com/huseinzol05/Malaya/blob/master/LICENSE"><img alt="MIT License" src="https://img.shields.io/github/license/huseinzol05/malaya.svg?color=blue"></a>
        <a href="https://malaya.readthedocs.io/"><img alt="Documentation" src="https://readthedocs.org/projects/malaya/badge/?version=latest"></a>
        <a href="https://pepy.tech/project/malaya"><img alt="total stats" src="https://static.pepy.tech/badge/malaya"></a>
        <a href="https://pepy.tech/project/malaya"><img alt="download stats / month" src="https://static.pepy.tech/badge/malaya/month"></a>
        <a href="https://discord.gg/J3aSWyMy9A"><img alt="discord" src="https://img.shields.io/badge/discord%20-Malaysia_AI-rgb(118,138,212).svg"></a>
    </p>

=========

**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.

.. raw:: html

    <a href="#readme">
        <img alt="logo" width="20%" src="https://image4.owler.com/logo/keyreply_owler_20191024_163259_original.png">
    </a>

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

.. raw:: html

    <a href="#readme">
        <img alt="logo" width="20%" src="https://www.nvidia.com/content/dam/en-zz/Solutions/about-nvidia/logo-and-brand/[email protected]">
    </a>


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

.. raw:: html

    <a href="https://www.tensorflow.org/tfrc">
        <img alt="logo" width="20%" src="https://2.bp.blogspot.com/-xojf3dn8Ngc/WRubNXxUZJI/AAAAAAAAB1A/0W7o1hR_n20QcWyXHXDI1OTo7vXBR8f7QCLcB/s400/image2.png">
    </a>


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

    <a href="#readme">
        <img alt="logo" width="30%" src="https://contributors-img.firebaseapp.com/image?repo=huseinzol05/malaya">
    </a>

Excerpt of 3,839 characters

Read on GitHub

Top contributors11 shown

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

54/10054

Maintenance: 45%; How recently the default branch was pushed to
Releases: 10%; Recency and cadence of tagged releases
Community: 29%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 66%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No release in over a year
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 8 years ago
Last push: 4 months ago
Last release: 2 years ago
Release tag: v5.1
Releases in the last year: 0
Default branch: master
Size: 124k KB
Owner type: Organization
Owner location: —
Discovered via: topic:tensorflow
First indexed: 13 days ago
Last synced: 12 days ago

Top AI Repos — open-source AI, indexed and scored

malaysia-ai/malaya

From the README

Top contributors11 shown

Quality score

What to know before adopting

Categories

Details

malaysia-ai/malaya

From the README

Top contributors11 shown

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

Top contributors11 shown

Quality score

What to know before adopting

Categories

Details

Trend

From the README

Top contributors11 shown

Quality score

What to know before adopting

Categories

Details