andreiamatuni/wordgraph

wordgraph

This is a library for working with semantic graphs that are generated by setting similarity thresholds on semantic vector space models. See [1] for more details.

usage

See this repo for ipython notebooks showing usage.

dependencies

This library makes use of:

Jeff Alstott, Ed Bullmore, Dietmar Plenz. (2014). powerlaw: a Python package for analysis of heavy-tailed distributions. PLoS ONE 9(1): e85777

Aric A. Hagberg, Daniel A. Schult and Pieter J. Swart, “Exploring network structure, dynamics, and function using NetworkX”, in Proceedings of the 7th Python in Science Conference (SciPy2008), Gäel Varoquaux, Travis Vaught, and Jarrod Millman (Eds), (Pasadena, CA USA), pp. 11–15, Aug 2008

references

1. Steyvers, M., & Tenenbaum, J. B. (2005). The Large‐scale structure of semantic networks: Statistical analyses and a model of semantic growth. Cognitive science, 29(1), 41-78.