RTAC Paper

This is the official repository for reproducing the data and plots shown in the paper (link TBD):

"A coefficient of correlation for continuous random variables based on area coverage"

Install

First, since minepy only support Python up to 3.10 we recommend using Python 3.10, at least until support improves. From within a suiting Python environment, run

pip install -r requirements.txt

Run

First, you may optionally run the following to regenerate all the data, although the last data is already stored here in git:

python plots_for_paper/generate_all_data.py

Then you may generate all the plots from the data by running:

python plots_for_paper/generate_all_plots.py