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mixed-integer-optimization

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OMLT

cog-imperial /OMLT

Represent trained machine learning models as Pyomo optimization formulations

python neural-network optimization cnn modeling-language pyomo mathematical-modelling nonlinear-optimization keras-neural-networks nonlinear-programming mixed-integer-programming mathematical-programming relu onnx gradient-boosted-trees mixed-integer-optimization

UpdatedApr 4, 2025
Python

hwiberg /OptiCL

An end-to-end framework for mixed-integer optimization with data-driven learned constraints.

machine-learning mixed-integer-optimization constraint-learning

UpdatedSep 4, 2023
Jupyter Notebook

scipopt /SCIP.jl

Julia interface to SCIP solver

julia global-optimization hacktoberfest nonlinear-optimization mixed-integer-programming mixed-integer-optimization mixed-integer-linear-programming

UpdatedDec 4, 2025
Julia

ampl /amplpy

Python API for AMPL

python optimization ampl linear-programming milp modeling-language nonlinear-optimization nonlinear-programming mip integer-programming mixed-integer-programming linear-optimization integer-linear-programming mixed-integer-optimization amplpy

UpdatedDec 10, 2025
Cython

cog-imperial /galini

An extensible MINLP solver

optimization minlp pyomo nonlinear-optimization mathematical-programming minlp-solver mixed-integer-optimization

UpdatedJun 17, 2025
Python

Opt-Mucca /PySCIPOpt-ML

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

python machine-learning optimization sklearn keras pytorch artificial-intelligence neural-networks xgboost lightgbm decision-trees mixed-integer-programming mathematical-programming surrogate-models mixed-integer-optimization

UpdatedMay 26, 2025
Python

ampl /colab.ampl.com

AMPL Model Colaboratory

python optimization ampl linear-programming nonlinear-optimization nonlinear-programming mip integer-programming mixed-integer-programming linear-optimization integer-linear-programming conic-optimization mixed-integer-optimization amplpy linear-opti

UpdatedDec 17, 2025
Jupyter Notebook

cog-imperial /suspect

Special Structure Detection for Pyomo

pyomo nonlinear-optimization mathematical-programming convexity mixed-integer-optimization

UpdatedJul 14, 2022
Python

harshangrjn /LaplacianOpt.jl

A Julia/JuMP Package for Maximizing Algebraic Connectivity of Undirected Weighted Graphs

graph-algorithms optimization semidefinite-programming discrete-optimization fiedler-vector laplacian-matrix algebraic-connectivity robust-networks mixed-integer-optimization

UpdatedDec 15, 2025
Julia

ampl /rAMPL

R API for AMPL

r optimization ampl linear-programming milp modeling-language nonlinear-optimization nonlinear-programming mip integer-programming rlang mixed-integer-programming linear-optimization integer-linear-programming mixed-integer-optimization rampl

UpdatedJul 27, 2025
C++

mimpc

dfki-ric-underactuated-lab /mimpc

Mixed-Integer MPC library. Was successfully demonstrated on a free-floating platform with binary thrusters (under timing constraints) and a reaction wheel.

library control simulation mpc mixed-integer-optimization

UpdatedOct 20, 2025
C++

PedroSeber /ALChemE

ALChemE is a software to assist users in calculations related to the chemical engineering field and process design. Currently, the software can assist users with the analysis of heat exchange networks (HENs) and water recycle networks (WReNs).

optimization chemical-engineering nonlinear-optimization heat-exchanger-network mixed-integer-optimization mixed-integer-linear-programming water-recycle-network

UpdatedJul 21, 2022
Python

xinyufei /Quantum-Control-qutip

Quantum control algorithms for multiple examples based on the package Qutip

qutip quantum-control nonconvex-optimization mixed-integer-optimization

UpdatedDec 6, 2023
Python

spiralulam /intro_opt_models

This repository contains the code examples of the book "Einführung in Optimierungsmodelle" ("Introduction to Optimization Models") (Sudermann-Merx, 2023)

mathematical-modelling quadratic-programming mixed-integer-programming mathematical-programming optimization-problem optimization-model mathematical-optimization mixed-integer-optimization mixed-integer-linear-programming mixed-integer-nonlinear-programming

UpdatedMar 13, 2025
Python

LeoWarnow /AdEnA

Advanced Enclosure Algorithm for Multi-Objective Optimization Problems

multi-objective-optimization convex-optimization enclosure mixed-integer-optimization multiple-objectives-optimization mixed-integer-nonlinear-programming

UpdatedDec 12, 2023
Python

LeoWarnow /HyPaD

Implementation of the Hybrid Patch Decomposition Algorithm - a solver for multi-objective mixed-integer convex optimization problems

global-optimization optimization-algorithms multiobjective-optimization global-optimization-algorithms mixed-integer-optimization

UpdatedDec 12, 2023
Python

mohin-io /Mixed-Integer-Optimization-for-Portfolio-Selection-using-ML-Driven-Heuristics

This project addresses the real-world portfolio optimization problem, going beyond classical mean-variance models. Actual portfolio construction involves discrete investment decisions, transaction costs, and monitoring constraints, making the problem a Mixed-Integer Optimization (MIO) challenge that is computationally intractable at scale

machine-learning clustering portfolio-optimization mio quantitative-finance genetic-algorithms arima garch asset-allocation risk-management financial-engineering backtesting heuristic-optimization time-series-forecasting investment-strategy quant-finance cardinality-constraints mixed-integer-optimization transaction-costs

UpdatedOct 7, 2025
Python

xinyufei /Switching-time-optimization

Code and results for quantum optimal control based on switching time optimization

quantum-computing quantum-control nonconvex-optimization mixed-integer-optimization

UpdatedDec 7, 2023
Python

LiCE

Epanemu /LiCE

Likely Counterfactual Explanations - a MIO-based method for CE generation, using Sum-Product Networks to ensure plausibility

mixed-integer-programming sum-product-networks explainable-ai counterfactual-explanations mixed-integer-optimization mixed-integer-linear-programming

UpdatedApr 24, 2025
Jupyter Notebook

oovm /MILP-rs

Mixed Integer Linear Programming in pure rust

linear-programming mixed-integer-optimization mixed-integer-linear-programming

UpdatedJun 20, 2024
Rust

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