mathematical-optimization | Topic

Topic: "mathematical-optimization"

cvxpy/cvxpy

A Python-embedded modeling language for convex optimization problems.

Language: C++ - Size: 206 MB - Last synced at: about 9 hours ago - Pushed at: about 24 hours ago - Stars: 6,050 - Forks: 1,139

apache/incubator-kie-optaplanner

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

Language: Java - Size: 233 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3,427 - Forks: 961

Ryota-Kawamura/Mathematics-for-Machine-Learning-and-Data-Science-Specialization

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine learning: calculus, linear algebra, statistics, and probability.

Language: Jupyter Notebook - Size: 82.9 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 712 - Forks: 309

ebrahimpichka/awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Size: 46.9 KB - Last synced at: 13 days ago - Pushed at: about 1 year ago - Stars: 555 - Forks: 60

cvanaret/Uno

A highly customizable SQP & barrier solver for nonlinearly constrained optimization

Language: C++ - Size: 50.3 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 414 - Forks: 37

apache/incubator-kie-optaplanner-quickstarts

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

Language: Java - Size: 7.42 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 327 - Forks: 159

optapy/optapy

OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

Language: Java - Size: 13.5 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 302 - Forks: 28

Gurobi/gurobi-machinelearning

Formulate trained predictors in Gurobi models

Language: Python - Size: 59.3 MB - Last synced at: 20 days ago - Pushed at: 23 days ago - Stars: 244 - Forks: 51

ScaleFree-Tech/yishape-math

YiShape-Math is a Java math library that provides NumPy-like functionalities including vector & matrix operations, data visualization, statistics, optimization, time series, signal processing, audio analysis, image processing and machine learning models.

Language: Java - Size: 40.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 168 - Forks: 6

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.34 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 162 - Forks: 11

VanekPetr/investment-funnel

Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.

Language: Python - Size: 306 MB - Last synced at: 20 days ago - Pushed at: 23 days ago - Stars: 69 - Forks: 8

lava-nc/lava-optimization

Neuromorphic mathematical optimization with Lava

Language: Jupyter Notebook - Size: 7.68 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 59 - Forks: 27

ahsan-83/Deep-Learning-Specialization-Coursera

Deep Learning Specialization course offered by DeepLearning.AI on Coursera

Language: Jupyter Notebook - Size: 160 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 53 - Forks: 19

grimme-lab/nlopt-f

Fortran bindings for the NLopt library

Language: Fortran - Size: 39.1 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 7

matbesancon/MathOptSetDistances.jl

Distances to sets for MathOptInterface

Language: Julia - Size: 290 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 4

fuglede/numberpartitioning

Pure Python solver for the multi-way partition problem

Language: Python - Size: 40 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 21 - Forks: 4

Artelys/knitro-modeling-examples

Nonlinear programming application examples solved with Artelys Knitro

Language: Jupyter Notebook - Size: 9.33 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 17 - Forks: 4

thieu1995/enoppy

ENOPPY: A Python Library for Engineering Optimization Problems

Language: Python - Size: 154 KB - Last synced at: 4 months ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 2

sdpa-python/sdpa-python

SemiDefinite Programming Algorithm (SDPA) for Python

Language: C++ - Size: 508 KB - Last synced at: 8 days ago - Pushed at: 12 months ago - Stars: 12 - Forks: 3

TheKidPadra/DeepLearning.AI-Deep-Learning-Specialization

This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI

Language: Jupyter Notebook - Size: 33 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 5

matbesancon/SimpleBenders.jl

A simple implementation of the Benders decomposition method with JuMP

Language: Julia - Size: 19.5 KB - Last synced at: 9 months ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 3

caerbannogwhite/set-covering-problem

Implementation of different techniques to solve the Set Covering Problem (SCP).

Language: C++ - Size: 72.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 10 - Forks: 4

amirabbasasadi/Babai

C++ Optimization Library

Language: C++ - Size: 2.16 MB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 0

msakai/haskell-MIP

Libraries for reading/writing MIP problem files, invoking external MIP solvers, etc. in Haskell

Language: Haskell - Size: 378 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 6 - Forks: 2

guillaume-giannantonio/bat-algorithm

A simple JavaScript library implementing the Bat Algorithm for optimization problems.

Language: JavaScript - Size: 203 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

optyang/STELA

STELA algorithm for sparsity regularized linear regression (LASSO)

Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 3

ha2emnomer/GSKPy

GSK algorithm

Language: Jupyter Notebook - Size: 4.12 MB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 0

udellgroup/rlaopt

Randomized linear algebra-based methods for optimization and scientific computing in PyTorch.

Language: Python - Size: 801 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

Pegah-Ardehkhani/Energy-Optimization-OR-and-ML

An energy optimization linear problem using a combination of Operations Research (OR) and Machine Learning (ML) including sensitivity and parametric analysis, stochastic programming, robust optimization, and ML-assisted optimization

Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

JuliaSmoothOptimizers/ManualNLPModels.jl

NLPModel where all functions are defined by the user

Language: Julia - Size: 759 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

sdpa-python/sdpa-multiprecision

Maintained fork of SDPA-GMP with an Application Binary Interface

Language: C++ - Size: 4.5 MB - Last synced at: 24 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

ahsan-83/Machine-Learning-Specialization-Coursera

Machine Learning Specialization course offered by DeepLearning.AI on Coursera

Language: HTML - Size: 139 MB - Last synced at: 10 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

fernandaleonn/The-LIMA-s-traveling

This repository has the porpouse of give a solution to the travelling sales man problem

Language: Python - Size: 258 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

impredicative/wrapdisc

Optimize both discrete and continuous variables using just a continuous optimizer such as in scipy.optimize

Language: Python - Size: 83 KB - Last synced at: 6 months ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 2

nablarise/ReformulationKit.jl

Automated JuMP model reformulations for decomposition-based optimization.

Language: Julia - Size: 323 KB - Last synced at: 17 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

SaiSampathKedari/UMich-IOE611-Convex-Optimization

Size: 27.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - 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: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

Aderivaldii/optimization-problems

🚀 A Python repository showcasing optimization techniques for Machine Learning including LP, Newton's methods, LASSO, and convex optimization. 📈🐍

Language: Python - Size: 316 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1 - Forks: 0

gulhameed361/TRF-Solver

Trust-Region Filter/Funnel (TRF) solver is developed using the concepts from nonlinear optimisation, derivative-free optimisation and surrogate modelling, and is used to optimise grey box optimisation problems (coupling glass box mathematical models with available derivative information and the black box models without derivative information).

Language: Python - Size: 563 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

fadeldnswr/learn-optimization

Github repository to learn mathematical optimization concepts and implementation

Language: Python - Size: 1.95 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

dtsok/Optimization-in-Cpp

Mathematical optimization project implementing derivative-free methods for minimization of the objective function. Nelder Mead algorithm, Genetic Algorithm with Binary/Real Representation, Particle Swarm Optimization

Language: C++ - Size: 48.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

aabbas90/DOGE-Train

A fast, scalable, data-driven approach for solving relaxations of 0-1 integer linear programs on GPU.

Language: Python - Size: 856 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

AlessandroPierro/automl-lava-tutorial

Tutorial on neuromorphic computing with Lava, hosted at the AutoML Fall School 2023

Language: Jupyter Notebook - Size: 4.79 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

dylancodeverse/Simplex

A comprehensive collection of implementations and resources related to the SIMPLEX algorithm.

Language: Java - Size: 306 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

aj-talaei/Deep_Learning_Specialization

This repository contains my coursework and projects completed during the Deep Learning Specialization offered by DeepLearning.AI and Stanford Online.

Language: Jupyter Notebook - Size: 382 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

badcortex/opt4ds

Corso "Optimization and Algorithms for Data Science" @UniPv

Language: Jupyter Notebook - Size: 1.5 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

rmislam/optimization-algorithms-in-julia

A collection of mathematical optimization algorithms implemented in Julia

Language: Julia - Size: 5.86 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

nkduxitt/revised-simplex-report

🔍 Explore the Revised Simplex Method to solve linear programming problems efficiently, backed by a comprehensive report and experimental analysis.

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

MuhammadTalhaPawa/Energy-Optimization-OR-and-ML

⚡ Optimize energy generation using Operations Research and Machine Learning to maximize profit while managing operational constraints.

Language: Jupyter Notebook - Size: 44.9 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

di-unipi-socc/edgewise

Declarative and MILP approaches to service placement, reconciled

Language: Python - Size: 37.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

DiogoRibeiro7/rcpsp_cf_ivfth

Project scheduling optimization with financial constraints and fuzzy uncertainty. Multi-mode activities, loans, resource limits. Python/Pyomo.

Language: Python - Size: 1.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jhelgert/pyDPQCQP

Quickly calculating dual bounds of convex quadratically constrained quadratic problems. ⚡️

Language: C++ - Size: 29.3 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

var-nan/SGUFP_Solver

A Mixed-Integer Programming (MIP) Solver for Stochastic Unsplittable Network Flow Problems

Language: C++ - Size: 864 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

marcotallone/railway-scheduling

Improving the scheduling of railway maintainance projects by minimizing passengers delays subject to event requests of railway operators through mixed integer linear programming optimisation.

Language: Jupyter Notebook - Size: 121 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Eduardo281/Gurobi_Cpp_TSP

A header only factory of Traveling Salesman Problem (TSP) models built using Gurobi 12 in C++

Language: C++ - Size: 39.1 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

Eduardo281/CTSP_d

Code and instances related to the Clustered Traveling Salesman Problem with d-Relaxed Priority Rule (CTSP-d)

Language: Python - Size: 6.14 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

darren277/optimal

This project uses Chalice (AWS Lambda and API Gateway deployment tool) to serve several different mathematical optimization tools (SymPy, SciPy, Pyomo, PuLP, DWave, etc).

Language: Python - Size: 57.6 KB - Last synced at: 9 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

JohanesFaustus/LegendreMultiplier

A summary on Legendre multiplier and some intresting problem

Language: TeX - Size: 1.71 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

DanLeiria/operations-research-coursera

Exercises and examples of the "Operations Research" courses from National Taiwan University in Coursera

Language: R - Size: 11.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

alanmenchaca/deep-learning-specialization

Lecture notes, resources and programming assignments taken from the specialized deep learning program (a sequence of courses all related to deep learning) offered by DeepLearning.AI on coursera.

Language: Jupyter Notebook - Size: 276 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

juliusgraf/Image-Deconvolution

Explored the impact of various convex regularization techniques on 2D image denoising, emphasizing theoretical understanding and practical implementation

Language: MATLAB - Size: 2.48 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Mayurd9/KIDNEY-MATCHING-PROBLEM

This code is the implementation of the research paper: New insights on integer programming models for the kidney exchange problem. Miguel Constantino, Xenia Klimentova, Ana Viana, and Abdur Rais (Constantino et al). European Journal of Operational Research, 231(1):57–68, 2013. Integer programs in the paper are solved using glpk solver in python.

Language: Jupyter Notebook - Size: 801 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

shepardyan/Nested-Column-and-Constraint-Generation-nested-C-CG-for-Two-Stage-Robust-Optimization

Two-Stage Robust Rostering Problem from the nested C&CG paper

Language: MATLAB - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Yash-10/beta-sgp

Scaled Gradient Projection (SGP) algorithm with beta divergence

Language: Python - Size: 24.2 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

IsabelCA01/Course_Operations_Research_1

My notes and exercises from the course "Operations research 1: Models and applications", offered by the National Taiwan University, taken through Coursera.

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

leechihyu/chihyu.github.io Fork of niklasbuschmann/contrast

DrinkIceWater's Page

Language: Jupyter Notebook - Size: 14 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

kitsuyaazuma/OptimAz

A web application for mathematical optimization

Language: Jupyter Notebook - Size: 568 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

TimKong21/Deep-Learning-Specialization-

Contains solutions and notes for the Deep Learning Specialization by Deeplearning.ai, Andrew Ng on Coursera

Language: Jupyter Notebook - Size: 1.09 GB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

antodima/compmath

Computational Mathematics models

Language: MATLAB - Size: 50.8 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

optas-io/flp-tools

Fractional Linear Programming (FLP)

Language: C++ - Size: 509 KB - Last synced at: almost 3 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

johnreyes96/mathmeth-mathoptimization-operesearch

Exercises and mathematical formulas about numerical methods, mathematical optimization and operations research realized in Python and Jupyter Notebook.

Language: Jupyter Notebook - Size: 215 KB - Last synced at: almost 3 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0