GitHub - garyxcheng/collab: The code for the paper "Collaboratively Learning Linear Models with Structured Missing Data"

Instructions

Install Conda/miniconda
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).
Run folktables_experiment.ipynb or synthetic_experiment.ipynb using the newly installed folktables conda environment.

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commits
README.md		README.md
environment.yml		environment.yml
folk_tables_utils.py		folk_tables_utils.py
folktables-results-05-12-23-useILfortest-fixeditds.csv		folktables-results-05-12-23-useILfortest-fixeditds.csv
folktables_experiment.ipynb		folktables_experiment.ipynb
synthetic_experiment.ipynb		synthetic_experiment.ipynb