https://github.com/bonniemclean/bayes-autologistic
Bayesian autologistic model for linguistic typological features
Science Score: 13.0%
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Low similarity (4.6%) to scientific vocabulary
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Bayesian autologistic model for linguistic typological features
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- Host: GitHub
- Owner: BonnieMcLean
- License: mit
- Default Branch: master
- Size: 302 KB
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Fork of murawaki/bayes-autologistic
Created almost 6 years ago
· Last pushed over 8 years ago
https://github.com/BonnieMcLean/bayes-autologistic/blob/master/
Bayesian autologistic model for linguistic typological features
===================
# About
Yugo Murawaki and Kenji Yamauchi.
[A Statistical Model for the Joint Inference of Vertical Stability and Horizontal Diffusibility of Typological Features](https://doi.org/10.1093/jole/lzx022).
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.
# Requirements
- Python3
- numpy
- networkx
- matplotlib (for visualization)
- [WALS data (language.csv)](http://wals.info/download) should be downloaded to `data/wals` directory
# How to Run the Model
## Missing value imputation
```
make -j -f eval.make mvi OUTDIR=`pwd`/data/standardmodel
```
### Parameter estimation
```
make -j -f eval.make param OUTDIR=`pwd`/data/standardmodel
```
Owner
- Name: Bonnie McLean
- Login: BonnieMcLean
- Kind: user
- Website: www.bonniemclean.net
- Twitter: BonnieMayMcLean
- Repositories: 4
- Profile: https://github.com/BonnieMcLean
PhD student at Uppsala University, interested in iconicity in language.