# Self-Calibrating Conformal Prediction

## Package code
The python package code can be found in the folder SelfCalibratingConformal.

## Reproducing data analysis.

The "data_analysis" folder should contain the data file "meps_21_reg.csv". This data file can be obtained from the "cqr" package by following the instructions in the link below:

https://github.com/yromano/cqr/tree/master/get_meps_data

The main file for running the experiments are data_analysis/data_analysis.py. Before running this file make sure to change "path_to_directory = '~/repositories/conformal-venn-abers" to the correct path where this directory is stored.

The file data_analysis/data_analysis.p should automatically load the package files in the folder "SelfCalibratingConformal" as well as the helper files "data_analysis/data_analysis_utils.py"", "data_analysis/condconf.py"", and "data_analysis/competitors.py". If it does not, you may need to manually load them. 
