SQUIC is a second-order, L1-regularized maximum likelihood method for performant large-scale sparse precision matrix estimation. The presented source code is the SQUIC shared library (libSQUIC) intended for Linux and Mac OS, and with APIs to Python, R, and C++.
Replication code to the paper