README.md

In anshuman21111/einet_R: Effective Information and Causal Emergence

Effective information and causal emergence in R

Team members: Travis Byrum, Anshuman Swain, Brennan Klein and William F Fagan

R code/package for calculating effective information in networks. This can then be used to search for macroscale representations of a network such that the coarse grained representation has more effective information than the microscale, a phenomenon known as causal emergence (see Klein and Hoel, 2020).

AS would like to acknowledge support from the COMBINE NRT program (NSF award DGE-1632976) at the University of Maryland, College Park.

Web App

A shiny application is available for demonstration purposes.

anshuman21111/einet_R documentation built on April 30, 2020, 8:09 p.m.