English

GraSPy: Graph Statistics in Python

Social and Information Networks 2019-10-25 v3 Machine Learning Other Statistics

Abstract

We introduce GraSPy, a Python library devoted to statistical inference, machine learning, and visualization of random graphs and graph populations. This package provides flexible and easy-to-use algorithms for analyzing and understanding graphs with a scikit-learn compliant API. GraSPy can be downloaded from Python Package Index (PyPi), and is released under the Apache 2.0 open-source license. The documentation and all releases are available at https://neurodata.io/graspy.

Keywords

Cite

@article{arxiv.1904.05329,
  title  = {GraSPy: Graph Statistics in Python},
  author = {Jaewon Chung and Benjamin D. Pedigo and Eric W. Bridgeford and Bijan K. Varjavand and Hayden S. Helm and Joshua T. Vogelstein},
  journal= {arXiv preprint arXiv:1904.05329},
  year   = {2019}
}