Yugo Murawaki and Kenji Yamauchi. A Statistical Model for the Joint Inference of Vertical Stability and Horizontal Diffusibility of Typological Features. Journal of Language Evolution 3(1), pp. 13-25, 2018.
An earlier, non-Bayesian version of the code can be found at https://github.com/yustoris/autologistic-coling-2016.
- Python3
- numpy
- networkx
- matplotlib (for visualization)
- WALS data (language.csv) should be downloaded to
data/walsdirectory
make -j -f eval.make mvi OUTDIR=`pwd`/data/standardmodel
make -j -f eval.make param OUTDIR=`pwd`/data/standardmodel