Hafiz Imtiaz: Software

We have developed a software package for Python 3 (and up), which features some commonly used differentially-private machine learning and statistical functions. The package is still in alpha stage. We plan to extend it gradually. You can find the package here.

Some additional MATLAB codes for my proposed methods of non-negative matrix factorization, differentially-private orthogonal tensor decomposition and differentially-private canonical correlation analysis are uploaded in GitLab. Python versions of the codes will be added soon.