Top 21 linear-programming Open-Source Projects

• JuMP.jl

  3 2,134 9.3 Julia

  Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

  

• pyomo

  14 1,838 10.0 Python

  An object-oriented algebraic modeling language in Python for structured optimization problems.

  

Project mention: pyomo VS timefold-solver - a user suggested alternative | libhunt.com/r/pyomo | 2024-01-04

• InfluxDB

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• gosl

  0 1,806 7.1 Go

  Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

• python-mip

  1 504 7.1 Python

  Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

  

• Clarabel.rs

  3 252 8.5 Rust

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

  

• emhass

  2 236 9.7 Python

  emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant.

• Optimization-Python

  1 221 0.0 Jupyter Notebook

  General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

• WorkOS

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  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• good_lp

  4 200 7.1 Rust

  Linear Programming for Rust, with a user-friendly API. This crate allows modeling LP problems, and lets you solve them with various solvers.

  

Project mention: Faer-rs: Linear algebra foundation for the Rust programming language | news.ycombinator.com | 2024-04-24

How exactly does this dovetail with https://github.com/rust-or/good_lp ? Will it be a replacement, an enhancement, or something else?

• portfolio_allocation_js

  1 169 0.0 JavaScript

  A JavaScript library to allocate and optimize financial portfolios.

• Optimus * 96

  0 141 0.0 Scala

  Optimus is a mathematical programming library for Scala. (by vagmcs)

• minizinc-python

  3 132 8.4 Python

  Access to all MiniZinc functionality directly from Python

  

Project mention: Matrix / 2d Array Puzzle-Like Problem | /r/algorithms | 2023-05-08

Now, you say you need to solve this using Python. I would personally either use the MiniZinc Python driver or I would use the OR-Tools Python package and write a similar model to the one above.

• rmpk

  1 42 4.9 R

  Mixed Integer Linear and Quadratic Programming in R

  

• algorithms-notes

  1 9 0.0 Shell

  Notes of Algorithms Learning

• sdk.py

  3 8 8.3 Python

  Python optimization SDK

  

Project mention: Opvious - deploy optimization models with just a few lines of code | /r/Python | 2023-11-01

I’m excited to introduce opvious, a Python SDK which enables you to build, validate, and deploy optimization models!

• napali

  1 9 8.2 Nix

  Optimization as a service TUI

  

Project mention: Ratatui | news.ycombinator.com | 2023-12-10

We're working on a new TUI for managing local and remote executions of optimization solvers like CBC, HiGHS, and our own hardware-accelerated solvers [2].

Ratatui is a delight to work with. It uses immediate mode rendering [3] which feels very intuitive compared to other TUI frameworks.

[1] https://github.com/integrated-reasoning/napali

• fminslp

  2 4 0.0 MATLAB

  matlab based optimizer framework for Sequential Linear Programming (SLP) coupled with a global convergence filter

• Simplex_Numpy

  1 3 0.0 Python

  Creating a Linear Program Solver by Implementing the Simplex Method in Python with NumPy

• exp-pairs

  0 3 2.5 Haskell

  Linear programming over exponent pairs

• IRL

  1 1 0.0 Python

  Algorithms for Inverse Reinforcement Learning

• Code-Finds-Determinant-of-a-Array-in-C

  6 1 0.0 C

• notebooks

  2 0 7.9 Jupyter Notebook

  Optimization notebooks (by opvious)

  

Project mention: Opvious - deploy optimization models with just a few lines of code | /r/Python | 2023-11-01

More interactive examples

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linear-programming related posts

• pyomo VS timefold-solver - a user suggested alternative
  2 projects | 4 Jan 2024
• Opvious - deploy optimization models with just a few lines of code
  2 projects | /r/Python | 1 Nov 2023
• Show HN: Opvious, a batteries-included optimization platform
  1 project | news.ycombinator.com | 1 Nov 2023
• [P] Advice needed for what tool/algorithm is appropriate
  2 projects | /r/MachineLearning | 23 Sep 2023
• Are there any mathematical optimizations modeling libraries made for Common Lisp?
  2 projects | /r/lisp | 17 Jun 2023
• What software is used in the field these days?
  2 projects | /r/optimization | 20 May 2023
• Matrix / 2d Array Puzzle-Like Problem
  2 projects | /r/algorithms | 8 May 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 28 Apr 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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