To run the code, clone this repo and the repo VEBGLM to the same directory.

The simulation folder has the code for re-producing the results in the EBGLM paper. The run_simu_binary.h is the bash file that runs the simulation. analyze_simu.ipynb is for generating the plots in the paper.

The realdata folder has the code for re-producing the results in the EBGLM paper. The real_data.py is for running benchmark using 6 UCI ML datasets. The real_data.py is for running benchmark using 6 UCI ML datasets. The real_data_news20.py is for running benchmark using news20 dataset. The corresponding notebooks are for genreating plots in the paper.