This repository demonstrates the sensitivity analysis described in
Liu R., Giordano R., Jordan M. I., Broderick T. “Evaluating Sensitivity to the Stick Breaking Prior in Bayesian Nonparametrics.” NIPS, All of Bayesian Nonparametrics Workshop. December 2018. https://arxiv.org/pdf/1810.06587.pdf.
We use the package vittles, a library for sensitivity analysis in optimization problems, see
https://vittles-python.readthedocs.io/.
To install the functions in ./BNP_modeling, run
pip install ./.
and see ./GMM_modeling/ to reproduce the results of our paper.