Quadratic Programming Python Packages

highspy

Linear optimization software

clarabel

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

qpsolvers

Quadratic programming solvers in Python with a unified API

daqp

A dual active-set algorithm for convex quadratic programming

luna-model

LunaModel: Fast, symbolic modeling for optimization. Build, translate, and transform optimization models.

qpalm

Quadratic programming solver for Python, Julia, Matlab, C, C++ and Fortran.

qoco

Quadratic Objective Conic Optimizer

unopy

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

qpth

A fast and differentiable QP solver for PyTorch.

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

highspy-extras

Linear optimization software

snn-opt

A spiking neural network solver for constrained convex optimization.

rehline

[NeurIPS 2023] Regularized Composite ReLU-ReHU Loss Minimization with Linear Computation and Linear Convergence

galahad-optrove

A library of modern Fortran modules for nonlinear optimization

gamspy

Fast algebraic modeling and mathematical optimization in Python

superadmm

superADMM: Quadratic Program Solver with dynamic weighting ADMM

qpalm-debug

Quadratic programming solver for Python, Julia, Matlab, C, C++ and Fortran.

pyfracessa

Exact computation of evolutionarily stable strategies (ESS) / strict local maximizers for rational standard quadratic optimization problems (StQP).

qoco-cuda

Quadratic Objective Conic Optimizer

cvx-quadprog

Goldfarb/Idnani dual quadratic programming solver in pure NumPy and SciPy. A reimplementation of quadprog/quadprog with no compiler required.

constrainedlr

Drop-in replacement of sklearn's Linear Regression with coefficients constraints

qpbenchmark

Benchmark for quadratic programming solvers available in Python

igaos

Sovereign LP/MILP/QP solver core — from-scratch simplex, B&B, ADMM QP + GPU first-order PDHG (pip install igaos)

deepfolio

Quadratic Programming based Python Package for Portfolio Optimization