Software

  • Python HITMIX: graph hitting times (lead)
  • Python Tensor Toolbox: tensor decompositions (lead)
  • SparTen: C++ tool for large-scale tensor decompositions (lead)
  • Genten: C++ tool for large-scale tensor decompositions (team)
  • Matlab Tensor Toolbox: tensor decompositions (team)
  • Matlab Poblano Toolbox: large-scale, gradient-based optimization (lead)
  • Hybrid Toolkit: Python tool for analysis of data flows (team)
  • ParaText/Titan: C++ tool for large-scale text analysis (lead)
  • HEMLOCK: Java tool for heterogeneous ensemble classification (lead)
  • QCS: C++ tool information retrieval, clustering, and summarization tool (lead)
  • HOPE: Matlab tool homotopy optimization for unconstrained problems (lead)
  • LSALIB: C++ library for serial text data modeling using latent semantic analysis [LSA] (lead)
  • DAKOTA: C++ framework for large-scale optimization; surrogate-based optimization (team)
  • Trilinos: C++ library for large-scale linear and nonlinear solvers; space-time preconditioning (team)