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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).

Web App

A shiny application is available for demonstration purposes.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.