Delegated Classification

Comments are welcome! 🙂

Environment setup

Python:

conda create -n dclf anaconda
conda activate dclf
conda install -c conda-forge pyomo

Data:

• After setting up the Python environment, download the LCDB database from Github (database.tar.7z) and extract its contents to ~/Documents/data/delegated_classification/lcdb/database.

Repository structure

• The root directory contains analysis notebooks generating all the figures and numerical results presented in the paper.
• The dclf library contains implementation of contract design optimizers, simulation and analysis code. Code is imported as a module by the analysis notebooks.