This repository contains the Python and Matlab implementations used to study the robust private linear regression algorithm. The actual algorithm is implemented in Python, please first see the README in the directory python/gdscdata. An older version of the algorithm and a few other methods used in comparisons are implemented in Matlab, see the README in the directory matlab/ if necessary.