Research Software

Links to most recent software packages accompanying publications can be found at Mazumder-Lab Github

Links to software accompanying (recent) papers are also provided in the papers.

A sample of software packages can be found below

Selected Software packages written in R (CRAN)

  • L0Learn (Fast Approximate Algorithms for regularized subset selection: regression & classification)
  • --Also on GitHub

  • FACTMLE (Algorithm for Maximum Likelihood Low-rank Factor Analysis)
  • softImpute (Algorithms for Matrix Completion)
  • sparsenet (Algorithms for nonconvex penalized regression)
  • dpglasso (Primal algorithm for graphical lasso)

Selected Software packages written in Python (PyPi)

  • L0BnB (Exact Algorithms for regularized subset selection via branch-and-bound & first-order methods)
  • --Also on GitHub

  • hierScale (Sparse Hierarchical Interactions with convex optimization)
  • --Also on GitHub