Metadata-Version: 2.1
Name: fastGraph
Version: 0.1
Summary: A fast and lightweight package designed for Graph Embedding.
Home-page: https://github.com/AngusKung/fastGraph
Author: Angus Kung
Author-email: angusthefrog@gmail.com
License: Apache-2.0
Keywords: fastGraph
Platform: UNKNOWN
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Intended Audience :: Developers
Classifier: Natural Language :: English
Classifier: Programming Language :: Python :: 3.6
Requires-Dist: argparse (>=1.3)
Requires-Dist: gensim (>=3.5.0)
Requires-Dist: numpy (>=1.13)
Requires-Dist: scipy (>=0.20.0)
Requires-Dist: scikit-learn (>=0.20)
Requires-Dist: six (>=1.8)
Requires-Dist: psutil (>=5.0.0)
Requires-Dist: pandas (>=0.23)

===========
fastGraph
===========

A fast and lightweight package designed for Graph Embedding.
Built for DeepWalk, node2vec walk and likely walk(sampled with edges of transition probability).
Built for both undirected, directed and both weighted-, binary-edge graph.


Usage
-------
Work in progress, and absolutely welcome

Dataset
-------
There are various graph dataset available on the internet, for example here's a collection_ from Stanford.
.. _collection: https://snap.stanford.edu/data/

Acknowledgement
-------
Inspired by the great work from deepwalk_.

.. _deepwalk: https://github.com/phanein/deepwalk

