Stephen P. Boyd – Software

You can find source for many of our group's projects at our github site.

Recent software

• CVX, matlab software for convex optimization

• CVXPY, a convex optimization modeling layer for Python

• CVXR, a convex optimization modeling layer for R

• Convex.jl, a convex optimization modeling layer for Julia

• DCCP, a CVXPY extension for difference of convex programming

• QCQP, a CVXPY extension for nonconvex QCQP

• CVXPortfolio, a Python package for multi-period trading

• GLRM, generalized low rank models

• OSQP, first-order general-purpose QP solver

• ECOS, an SOCP solver suitable for embedded applications

• SCS, first-order primal-dual cone solver for large problems

• CVXGEN, a code generator for convex optimization

• POGS, first-order GPU-compatible solver

• a2dr, Python solver for prox-affine distributed convex optimization

Not so recent software

• fast_mpc, for fast model predictive control

• l1_logreg, for large-scale l1-regularized logistic regression

• l1_ls, for large-scale l1-regularized least-squares

• l1_tf, for l1 trend filtering

Old software

• GGPLAB, for geometric programming

• lsgs, for large-scale gate sizing

• MAXDET, software for determinant maximization problems

• SDPSOL, parser/solver for semidefinite and maxdet programming problems with matrix structure

• SP, software for semidefinite programming

• SOCP, software for optimization over second-order cones

• QDES, linear control system design specification compiler and solver