DIstribution Shift DEcomposition (DISDE)

This is the code associated with the paper Diagnosing Model Performance Under Distribution Shift.

Install disde

Set up python environment:

conda create --name disde python=3.10
conda activate disde
conda install pandas matplotlib typing scikit-learn jupyter
git clone git@github.com:tc2718/disde.git
cd disde
pip install .

Examples

See the example directory for notebooks.