Graph Statistics in Python (GrasPy)

Simple, flexible and powerful graph analysis library grounded in statistical theories.

GrasPy offers scikit-learn compliant APIs and it provides clear feedback upon user error.

GrasPy is open-source and commercially usable software, and released under Apache-2.0 License.

Publications
  1. J. Arroyo, A. Athreya, J. Cape, G. Chen, C. E. Priebe, and J. T. Vogelstein. Inference for multiple heterogenous networks with a common invariant subspace. arXiv, 2019.
  2. H. Helm, J. V. Vogelstein, and C. E. Priebe. Vertex Classification on Weighted Networks. arXiv, 2019.
  3. J. Chung, B. D. Pedigo, E. W. Bridgeford, B. K. Varjavand, and J. T. Vogelstein. GraSPy: Graph Statistics in Python. Journal of Machine Learning Research, 2019.
  4. C. E. Priebe, Y. Park, J. T. Vogelstein, J. M. Conroy, V. Lyzinskic, M. Tang, A. Athreya, J. Cape, and E. Bridgeford. On a 'Two Truths' Phenomenon in Spectral Graph Clustering. PNAS, 2019.
  5. A. Athreya, D. E. Fishkind, M. Tang, C. E. Priebe, Y. Park, J. T. Vogelstein, K. Levin, V. Lyzinski, Y. Qin, and D. L. Sussman. Statistical Inference on Random Dot Product Graphs: a Survey. Journal of Machine Learning Research, 2018.
  6. C. E. Priebe, D. L. Sussman, M. Tang, and J. T. Vogelstein. Statistical Inference on Errorfully Observed Graphs. Journal of Computational and Graphical Statistics, 2015.
  7. L. Chen, J. T. Vogelstein, V. Lyzinski, and C. E. Priebe. A Joint Graph Inference Case Study: the C.elegans Chemical and Electrical Connectomes. Worm, 2015.
  8. C. E. Priebe, J. Vogelstein, and D. Bock. Optimizing the quantity/quality trade-off in connectome inference. Communications in Statistics - Theory and Methods, 2013.
  9. D. E. Fishkind, D. L. Sussman, M. Tang, J. T. Vogelstein, and C. E. Priebe. Consistent adjacency-spectral partitioning for the stochastic block model when the model parameters are unknown. SIAM Journal on Matrix Analysis and Applications, 2012.
  10. J. T. Vogelstein, R. J. Vogelstein, and C. E. Priebe. Are mental properties supervenient on brain properties? Scientific Reports, 2011.