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The Operator Splitting QP Solver

CI Code coverage License

PyPI - downloads Conda - downloads

Visit our GitHub Discussions page for any questions related to the solver!

The documentation is available at osqp.org

The OSQP (Operator Splitting Quadratic Program) solver is a numerical optimization package for solving problems in the form

minimize        0.5 x' P x + q' x

subject to      l <= A x <= u

where x in R^n is the optimization variable. The objective function is defined by a positive semidefinite matrix P in S^n_+ and vector q in R^n. The linear constraints are defined by matrix A in R^{m x n} and vectors l and u so that l_i in R U {-inf} and u_i in R U {+inf} for all i in 1,...,m.

Citing OSQP

If you are using OSQP for your work, we encourage you to

We are looking forward to hearing your success stories with OSQP! Please share them with us.

Bug reports and support

Please report any issues via the Github issue tracker. All types of issues are welcome including bug reports, documentation typos, feature requests and so on.

Numerical benchmarks

Numerical benchmarks against other solvers are available here.

OSQP's Projects

cuosqp icon cuosqp

Python interface for CUDA implementation of OSQP

optnet icon optnet

OptNet: Differentiable Optimization as a Layer in Neural Networks

osqp icon osqp

The Operator Splitting QP Solver

osqp.jl icon osqp.jl

Julia interface for OSQP: The Operator Splitting QP Solver

osqp.rs icon osqp.rs

Rust interface to OSQP: The Operator Splitting QP Solver

osqp_benchmarks icon osqp_benchmarks

QP Benchmarks for the OSQP Solver against GUROBI, MOSEK, ECOS and qpOASES

osqpth icon osqpth

The differentiable OSQP solver layer for PyTorch

qdldl icon qdldl

A free LDL factorisation routine

qdldl-python icon qdldl-python

Python interface to the QDLDL(https://github.com/osqp/qdldl) free LDL factorization routine for quasi-definite linear systems

yggdrasil icon yggdrasil

Collection of builder repositories for BinaryBuilder.jl

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