Quadratic Programming Python Packages

clarabel

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

highspy

Linear optimization software

qpsolvers

Quadratic programming solvers in Python with a unified API

daqp

A dual active-set algorithm for convex quadratic programming

proxsuite

The Advanced Proximal Optimization Toolbox

qoco

Quadratic Objective Conic Optimizer

unopy

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

qpalm

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

pyoptinterface

Efficient modeling interface for mathematical optimization in Python

qpth

A fast and differentiable QP solver for PyTorch.

gamspy

Python-based algebraic modeling interface to GAMS

qoco-cuda

Quadratic Objective Conic Optimizer

constrainedlr

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

qpalm-debug

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

galahad-optrove

A library of modern Fortran modules for nonlinear optimization

superadmm

superADMM: Quadratic Program Solver with dynamic weighting ADMM

deepfolio

Python Deep Learning Library for Real-time Portfolio Optimization

qpbenchmark

Benchmark for quadratic programming solvers available in Python

qpsolvers-benchmark

Benchmark for quadratic programming solvers available in Python

conv-opt

High-level Python package for solving linear and quadratic optimization problems using multiple solvers

bqpjson

utilities for working with bqpjson data

scipy-quadopt

Wrapper and utility functions to apply scipy's SLSQP algorithm to quadratic optimization problems with resource constraints and upper boundaries.

gpcg

A Python implementation of a conjugate gradient algorithm (GPCG) for solving bound-constrained quadratic programs.

optiml

Optimizers for/and sklearn compatible Machine Learning models