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The Top 23 Mathematical Programming Open Source Projects

Open source projects categorized as Mathematical Programming
Categories > Mathematical Programming
Jump.jl ⭐ 2,093
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
most recent commit 3 months ago
Pyomo ⭐ 1,759
An object-oriented algebraic modeling language in Python for structured optimization problems.
dependent packages 123total releases 63most recent commit 3 months agopypi Pyomo} Downloads
Pyscipopt ⭐ 743
Python interface for the SCIP Optimization Suite
dependent packages 11total releases 60most recent commit 19 days agopypi PySCIPOpt} Downloads
Ifopt ⭐ 634
An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)
most recent commit 7 months ago
Stats Maths With Python ⭐ 492
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
most recent commit 2 years ago
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62most recent commit 3 months ago
Omlt ⭐ 219
Represent trained machine learning models as Pyomo optimization formulations
dependent packages 1total releases 7most recent commit 5 months agopypi omlt} Downloads
Toysolver ⭐ 145
My sandbox for experimenting with solver algorithms.
total releases 15most recent commit 10 months ago
Jumptutorials.jl ⭐ 138
Tutorials on using JuMP for mathematical optimization in Julia
most recent commit 5 months ago
Uno ⭐ 124
A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
most recent commit 3 months ago
Awesome Optimization ⭐ 110
A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
most recent commit 6 months ago
Galahad ⭐ 87
A library of modern Fortran modules for nonlinear optimization
most recent commit 3 months ago
Complementarity.jl ⭐ 66
provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
most recent commit a year ago
Unity.mathx ⭐ 56
An Extension Library for Unity.Mathematics - Extension Methods, New Syntax, Optimized Functions, and more !
most recent commit 5 months ago
Parametron.jl ⭐ 52
Efficiently solving instances of a parameterized family of optimization problems in Julia
most recent commit 4 years ago
Desdeo ⭐ 29
An open source framework for interactive multiobjective optimization methods
dependent packages 1total releases 13most recent commit 5 months agopypi desdeo} Downloads
Iptutorials ⭐ 29
Image processing tutorials
most recent commit 6 months ago
Bileveloptimization.jl ⭐ 28
JuMP-based toolbox for solving bilevel optimization problems
most recent commit 4 years ago
Galini ⭐ 22
An extensible MINLP solver
most recent commit 2 years ago
Idol ⭐ 21
The Mathematical Optimization Framework
most recent commit 3 months ago
Functional Programming From Scratch Ja ⭐ 20
関数型プログラミングをゼロからわかりやすく実用的に幅広い視点から解説！〜 圏論からFRPの構築まで
most recent commit 6 months ago
Onephase.jl ⭐ 20
This package is the implementation of a one-phase interior point method that finds KKT points of nonconvex optimization problems.
most recent commit 7 months ago
Suspect ⭐ 18
Special Structure Detection for Pyomo
dependent packages 1total releases 25most recent commit 2 years agopypi cog-suspect} Downloads
The 6 Most Depended On Mathematical Programming Open Source Projects
Pyomo ⭐ 1,759
An object-oriented algebraic modeling language in Python for structured optimization problems.
dependent packages 123total releases 63latest release November 30, 2023most recent commit 3 months agopypi Pyomo} Downloads
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
Pyscipopt ⭐ 743
Python interface for the SCIP Optimization Suite
dependent packages 11total releases 60latest release December 08, 2023most recent commit 19 days agopypi PySCIPOpt} Downloads
Omlt ⭐ 219
Represent trained machine learning models as Pyomo optimization formulations
dependent packages 1total releases 7latest release February 08, 2022most recent commit 5 months agopypi omlt} Downloads
Suspect ⭐ 18
Special Structure Detection for Pyomo
dependent packages 1total releases 25latest release August 13, 2021most recent commit 2 years agopypi cog-suspect} Downloads
Desdeo ⭐ 29
An open source framework for interactive multiobjective optimization methods
dependent packages 1total releases 13latest release September 30, 2021most recent commit 5 months agopypi desdeo} Downloads
The 10 Latest Releases In Mathematical Programming Open Source Projects
Pyscipopt ⭐ 743
Python interface for the SCIP Optimization Suite
dependent packages 11total releases 60latest release December 08, 2023most recent commit 19 days agopypi PySCIPOpt} Downloads
Pyomo ⭐ 1,759
An object-oriented algebraic modeling language in Python for structured optimization problems.
dependent packages 123total releases 63latest release November 30, 2023most recent commit 3 months agopypi Pyomo} Downloads
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
Toysolver ⭐ 145
My sandbox for experimenting with solver algorithms.
total releases 15latest release September 20, 2022most recent commit 10 months ago
Pytimize ⭐ 9
Python optimization library for mathematical programming.
total releases 5latest release July 21, 2022most recent commit 2 years ago
Omlt ⭐ 219
Represent trained machine learning models as Pyomo optimization formulations
dependent packages 1total releases 7latest release February 08, 2022most recent commit 5 months agopypi omlt} Downloads
Desdeo ⭐ 29
An open source framework for interactive multiobjective optimization methods
dependent packages 1total releases 13latest release September 30, 2021most recent commit 5 months agopypi desdeo} Downloads
Suspect ⭐ 18
Special Structure Detection for Pyomo
dependent packages 1total releases 25latest release August 13, 2021most recent commit 2 years agopypi cog-suspect} Downloads
Geco ⭐ 11
Generators for Combinatorial Optimization
total releases 11latest release April 01, 2021most recent commit a year ago
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