garyxcheng / collab

The code for the paper "Collaboratively Learning Linear Models with Structured Missing Data"

Instructions

1. Install Conda/miniconda
2. run conda env create -f environment.yml on a OSX (Apple Mac) device to create conda environment called folktables. Unfortunately, the OSX and Linux packages in conda differ, so if you want to run this code on Linux, you will have to manually install the packages (fortunately, this does not take long).
3. Run folktables_experiment.ipynb or synthetic_experiment.ipynb using the newly installed folktables conda environment.