The accompanying codes reproduce all figures and statistics presented in "A graphical method of cumulative differences between two subpopulations" by Mark Tygert. This repository also provides the LaTeX and BibTeX sources required for replicating the paper.

The main files in the repository are the following:

tex/paper.pdf PDF version of the paper

tex/paper.tex LaTeX source for the paper

tex/paper.bib BibTeX source for the paper

codes/disjoint.py Functions for plotting differences between two subpops. with disjoint scores

codes/disjoint_weighted.py Functions for plotting differences between two subpops. with weighted samples

codes/imagenet.py Python script for processing ImageNet using a pre-trained ResNet-18

codes/imagenet_classes.txt Text file containing a dictionary of the names of the classes in ImageNet

codes/acs.py Python script for processing the American Community Survey

codes/psam_h06.csv Microdata from the 2019 American Community Survey of the U.S. Census Bureau

Regenerating all the figures requires running in the directory codes every Python file there. All but codes/imagenet.py need only CPUs, whereas codes/imagenet.py runs on a GPU simultaneously with running on CPU cores.

---

License

This fbcddisgraph software is licensed under the LICENSE file (the MIT license) in the root directory of this source tree.