convex-optimization

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

optimization julia automatic-differentiation global-optimization hacktoberfest nonlinear-optimization convex-optimization algorithmic-differentiation mixed-integer-programming scientific-machine-learning derivative-free-optimization sciml local-optimization

UpdatedNov 4, 2025
Julia

mbs0221 /Multitask-Learning

Star672

Awesome Multitask Learning Resources

machine-learning deep-learning transfer-learning convex-optimization domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning

UpdatedApr 13, 2021

cvxgrp /scs

Star598

Splitting Conic Solver

optimization solver linear-programming numerical-optimization semidefinite-programming optimization-algorithms quadratic-programming convex-optimization first-order-methods cone-programming

UpdatedNov 4, 2025
C

jump-dev /Convex.jl

Star590

A Julia package for disciplined convex programming

julia solver convex-optimization

UpdatedJul 15, 2025
Julia

kjunelee /MetaOptNet

Star542

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

image-classification convex-optimization meta-learning few-shot metalearning few-shot-learning few-shot-recognition cvpr2019

UpdatedJul 25, 2024
Python

ebrahimpichka /awesome-optimization

Star529

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

awesome optimization linear-programming awesome-list operations-research mathematical-modelling convex-optimization integer-programming discrete-optimization combinatorial-optimization stochastic-optimization linear-optimization mathematical-programming integer-linear-programming mathematical-optimization

UpdatedDec 15, 2024

oxfordcontrol /Clarabel.rs

Star482

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

optimization linear-programming rust-lang semidefinite-programming optimization-algorithms quadratic-programming convex-optimization interior-point-method conic-programs conic-optimization

UpdatedNov 5, 2025
Rust

robotology /osqp-eigen

Star456

Simple Eigen-C++ wrapper for OSQP library

optimization quadratic-programming convex-optimization qp osqp

UpdatedOct 10, 2025
C++

ShiqinHuo /Numerical-Optimization-Books

Star367

Collected study materials in Numerical Optimization ANU@MATH3514(HPC)

numerical-methods numerical-optimization convex-optimization electronic-books boyd convex-optimisation

UpdatedMay 6, 2019

UW-ACL /SCPToolbox.jl

Star323

Sequential Convex Programming Toolbox for nonconvex trajectory optimization.

robotics optimization spacecraft motion-planning trajectory-generation autonomous-driving convex-optimization quadrotors rocket-landing

UpdatedAug 7, 2023
Julia

matssteinweg /Multi-Purpose-MPC

Star319

Multi-Purpose MPC for Reference Path Tracking, Time-Optimal Driving and Obstacle Avoidance

motion-planning autonomous-driving convex-optimization obstacle-avoidance model-predictive-control

UpdatedOct 20, 2021
Python

oxfordcontrol /COSMO.jl

Star304

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

optimization solver julia-language sdp semidefinite-programming convex-optimization conic-programs