Welcome to Malaya’s documentation!
Contents
Welcome to Malaya’s documentation!#
Malaya-Graph is a Knowledge Graph Toolkit for Bahasa Malaysia, powered by Tensorflow and PyTorch.
Documentation#
Proper documentation is available at https://malaya-graph.readthedocs.io/
Installing from the PyPI#
$ pip install malaya-graph
It will automatically install all dependencies except for Tensorflow and PyTorch. So you can choose your own Tensorflow CPU / GPU version and PyTorch CPU / GPU version.
Only Python >= 3.6.0, Tensorflow >= 1.15.0, and PyTorch >= 1.10 are supported.
Development Release#
Install from master branch,
$ pip install git+https://github.com/huseinzol05/malaya-graph.git
We recommend to use virtualenv for development.
Documentation at https://malaya-graph.readthedocs.io/en/latest/
Features#
Text to Knowledge Graph, Generate knowledge graph from human sentences.
Is Triplet, Clasify a triplet is a correct head-type-tail relationship.
Knowledge Graph to Text, Generate human sentences from a knowledge graph.
Link Prediction, Zero-shot link classifier between a head and a tail.
Relation Prediction, Zero-shot head or tail classifier.
References#
If you use our software for research, please cite:
@misc{Malaya, Knowledge Graph Toolkit for Bahasa Malaysia, powered by Tensorflow and PyTorch,
author = {Husein, Zolkepli},
title = {Malaya-Graph},
year = {2022},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/huseinzol05/malaya-graph}}
}
Contents:#
Getting Started