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Topic: "mixed-integer-optimization"

cog-imperial/OMLT

Represent trained machine learning models as Pyomo optimization formulations

Language: Python - Size: 13.1 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 331 - Forks: 66

scipopt/SCIP.jl

Julia interface to SCIP solver

Language: Julia - Size: 1.38 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 112 - Forks: 24

hwiberg/OptiCL

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

Language: Jupyter Notebook - Size: 18.5 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 110 - Forks: 18

ampl/amplpy

Python API for AMPL

Language: Cython - Size: 3.43 MB - Last synced at: 9 days ago - Pushed at: 10 days ago - Stars: 81 - Forks: 20

cog-imperial/galini

An extensible MINLP solver

Language: Python - Size: 2.51 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 44 - Forks: 5

Opt-Mucca/PySCIPOpt-ML

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

Language: Python - Size: 2.55 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 33 - Forks: 2

ampl/colab.ampl.com

AMPL Model Colaboratory

Language: Jupyter Notebook - Size: 42.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 27 - Forks: 11

harshangrjn/LaplacianOpt.jl

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

Language: Julia - Size: 5.56 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 26 - Forks: 0

cog-imperial/suspect

Special Structure Detection for Pyomo

Language: Python - Size: 1.21 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 26 - Forks: 4

ampl/rAMPL

R API for AMPL

Language: C++ - Size: 930 KB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 15 - Forks: 8

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.

Language: C++ - Size: 9.26 MB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 8 - Forks: 0

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).

Language: Python - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

spiralulam/intro_opt_models

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

Language: Python - Size: 117 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

LeoWarnow/HyPaD

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

Language: Python - Size: 58.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

xinyufei/Switching-time-optimization

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

Language: Python - Size: 114 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

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

Language: Python - Size: 2.02 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

jhelgert/pyTranslines

A package for the optimal inflow control into electrical transmission line networks governed by the telegrapher equations, with the goal of minimizing demand deviations.

Language: Python - Size: 28.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Epanemu/LiCE

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

Language: Jupyter Notebook - Size: 23.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

oovm/MILP-rs

Mixed Integer Linear Programming in pure rust

Language: Rust - Size: 38.1 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Sanya-Chauhan/Optimizing_Marketing_Strategies

Optimization Methods Project - MIT

Language: Jupyter Notebook - Size: 6.15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

LeoWarnow/AdEnA

Advanced Enclosure Algorithm for Multi-Objective Optimization Problems

Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

LeoWarnow/MOMIBB

Multiobjective Mixed-Integer Branch-and-Bound Algorithm

Language: MATLAB - Size: 16.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Topics
optimization 9 mixed-integer-programming 9 nonlinear-optimization 8 mixed-integer-linear-programming 5 mathematical-programming 5 nonlinear-programming 4 linear-programming 4 python 4 modeling-language 3 mip 3 linear-optimization 3 machine-learning 3 integer-programming 3 integer-linear-programming 3 ampl 3 mathematical-modelling 3 pyomo 3 portfolio-optimization 2 milp 2 amplpy 2 multi-objective-optimization 2 mathematical-optimization 2 mixed-integer-nonlinear-programming 2 global-optimization 2 global-optimization-algorithms 2 enclosure 2 minlp 1 rlang 1 rampl 1 r 1 semidefinite-programming 1 robust-networks 1 laplacian-matrix 1 graph-algorithms 1 convex-optimization 1 simulation 1 mpc 1 library 1 control 1 linear-opti 1 conic-optimization 1 scientific-computing 1 optimal-control-problem 1 mixed-integer-optimal-control-problem 1 convexity 1 relu 1 onnx 1 neural-network 1 keras-neural-networks 1 gradient-boosted-trees 1 cnn 1 julia 1 hacktoberfest 1 quadratic-programming 1 optimization-problem 1 optimization-model 1 minlp-solver 1 optimization-algorithms 1 multiobjective-optimization 1 sum-product-networks 1 explainable-ai 1 counterfactual-explanations 1 transaction-costs 1 time-series-forecasting 1 risk-management 1 quantitative-finance 1 quant-finance 1 mio 1 investment-strategy 1 heuristic-optimization 1 genetic-algorithms 1 garch 1 financial-engineering 1 clustering 1 cardinality-constraints 1 backtesting 1 asset-allocation 1 arima 1 fiedler-vector 1 discrete-optimization 1 algebraic-connectivity 1 xgboost 1 surrogate-models 1 sklearn 1 pytorch 1 neural-networks 1 lightgbm 1 keras 1 decision-trees 1 artificial-intelligence 1 branch-and-bound 1 water-recycle-network 1 heat-exchanger-network 1 chemical-engineering 1 constraint-learning 1 marketing 1 quantum-control 1 quantum-computing 1 nonconvex-optimization 1 multiple-objectives-optimization 1