Software
Open-source solvers and libraries for large-scale optimization.
More from the group on GitHub: github.com/MIT-Lu-Lab
- cuPDLPxA GPU-accelerated first-order solver for linear programming, built on restarted Halpern PDHG.
- cuPDLP.jlA GPU-based first-order solver for linear programming, written in Julia.
- PDQP.jlA first-order solver for quadratic programming, running on both CPU and GPU.
- PDOT.jlA GPU-based solver for large-scale optimal transport, built on a primal-dual algorithm that reaches high-accuracy solutions.
- MPAXMathematical programming in JAX: differentiable, batchable and distributable solvers for linear and quadratic programming.