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mathematical-programming
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An object-oriented algebraic modeling language in Python for structured optimization problems.
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Updated
Nov 5, 2026
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Python
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
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Nov 10, 2026
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Julia
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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Sep 18, 2022
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Jupyter Notebook
Python interface for the SCIP Optimization Suite
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Nov 12, 2026
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Cython
An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization
Pure Java LP, QP and MIP solvers plus fast linear algebra. Zero dependencies, MIT licensed. Mathematical optimization and linear algebra for the JVM.
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Nov 11, 2026
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Java
A data structure for mathematical optimization problems
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Nov 11, 2026
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Julia
Represent trained machine learning models as Pyomo optimization formulations
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Jul 9, 2026
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Python
Efficient modeling interface for mathematical optimization in Python
A V2G Simulation Environment for large scale EV charging optimization
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Sep 15, 2026
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Python
A library of modern Fortran modules for nonlinear optimization
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Nov 12, 2026
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Fortran
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
Mathematical Programming in JAX
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Jun 2, 2025
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Python
High-Performance LISP-like language for Scientific Computing and AI written in C++
A GPU-Accelerated First-Order LP Solver
My sandbox for experimenting with solver algorithms.
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Nov 11, 2026
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Haskell
Tutorials on using JuMP for mathematical optimization in Julia
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Dec 5, 2023
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Jupyter Notebook
Model and solve optimal control problems in Julia, both on CPU and GPU.
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Nov 12, 2026
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Julia
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