Overview of GraSPy

GraSPy is a Python package for analysis of graphs, or networks.

Motivation

A graph, or network, provides a mathematically intuitive representation of data with some sort of relationship between items. For example, a social network can be represented as a graph by considering all participants in the social network as nodes, with connections representing whether each pair of individuals in the network are friends with one another. Naively, one might apply traditional statistical techniques to a graph, which neglects the spatial arrangement of nodes within the network and is not utilizing all of the information present in the graph. In this package, we provide utilities and algorithms designed for the processing and analysis of graphs with specialized graph statistical algorithms.

Python

Python is a powerful programming language that allows concise expressions of network algorithms. Python has a vibrant and growing ecosystem of packages that GraSPy uses to provide more features such as numerical linear algebra and plotting. In order to make the most out of GraSPy you will want to know how to write basic programs in Python. Among the many guides to Python, we recommend the Python documentation.

Free software

GraSPy is free software; you can redistribute it and/or modify it under the terms of the Apache-2.0. We welcome contributions. Join us on GitHub.

History

GraSPy was born in September 2018. The original version was designed and written by Jaewon Chung, Benjamin Pedigo, and Eric Bridgeford.

Documentation

GraSPy is a graph statistics package in python.

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