mathematical-optimization | Topic

Topic: "mathematical-optimization"

cvxpy/cvxpy

A Python-embedded modeling language for convex optimization problems.

Language: C++ - Size: 203 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5,742 - Forks: 1,100

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: about 1 hour ago - Pushed at: about 10 hours ago - Stars: 3,379 - Forks: 957

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: 5 days ago - Pushed at: almost 2 years ago - Stars: 511 - Forks: 231

ebrahimpichka/awesome-optimization

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

Size: 46.9 KB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 426 - Forks: 44

cvanaret/Uno

A next-gen Lagrange-Newton (SQP + barrier) solver for nonconvex constrained optimization

Language: C++ - Size: 44.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 328 - Forks: 26

apache/incubator-kie-optaplanner-quickstarts

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

Language: Java - Size: 7.44 MB - Last synced at: about 23 hours ago - Pushed at: 13 days ago - Stars: 328 - Forks: 158

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: 29 days ago - Pushed at: over 1 year ago - Stars: 289 - Forks: 23

Gurobi/gurobi-machinelearning

Formulate trained predictors in Gurobi models

Language: Python - Size: 56 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 232 - Forks: 46

avaneev/biteopt

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

Language: C++ - Size: 3.32 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 148 - Forks: 9

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: 5 days ago - Pushed at: 5 days ago - Stars: 62 - Forks: 7

lava-nc/lava-optimization

Neuromorphic mathematical optimization with Lava

Language: Jupyter Notebook - Size: 7.38 MB - Last synced at: 5 days ago - Pushed at: about 2 months ago - Stars: 55 - 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: 17 days ago - Pushed at: 17 days ago - Stars: 53 - Forks: 19

grimme-lab/nlopt-f

Fortran bindings for the NLopt library

Language: Fortran - Size: 39.1 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 7

matbesancon/MathOptSetDistances.jl

Distances to sets for MathOptInterface

Language: Julia - Size: 253 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 25 - Forks: 4

fuglede/numberpartitioning

Pure Python solver for the multi-way partition problem

Language: Python - Size: 40 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 4

thieu1995/enoppy

ENOPPY: A Python Library for Engineering Optimization Problems

Language: Python - Size: 154 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 2

sdpa-python/sdpa-python

SemiDefinite Programming Algorithm (SDPA) for Python

Language: C++ - Size: 508 KB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 12 - Forks: 2

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: about 1 year ago - Pushed at: about 1 year 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: about 1 month ago - Pushed at: about 2 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: 12 months ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 4

matt-charr/qa-demo

Design and manage your own exotic financial derivatives contracts.

Size: 17.8 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 0

msakai/haskell-MIP

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

Language: Haskell - Size: 336 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 6 - Forks: 2

amirabbasasadi/Babai

C++ Optimization Library

Language: C++ - Size: 2.16 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

guillaume-giannantonio/bat-algorithm

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

Language: JavaScript - Size: 203 KB - Last synced at: 7 days ago - Pushed at: almost 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: over 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 3

ha2emnomer/GSKPy

GSK algorithm

Language: Jupyter Notebook - Size: 4.12 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 4 - 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: 10 days 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: 526 KB - Last synced at: 19 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

ahsan-83/Machine-Learning-Specialization-Coursera

Machine Learning Specialization course offered by DeepLearning.AI on Coursera

Language: HTML - Size: 139 MB - Last synced at: about 2 months ago - Pushed at: 5 months 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: over 1 year ago - Pushed at: over 1 year 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: 12 days ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

udellgroup/rlaopt

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

Language: Python - Size: 396 KB - Last synced at: 1 day ago - Pushed at: 1 day 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: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - 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: over 1 year ago - Pushed at: over 1 year 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: about 1 year ago - Pushed at: over 1 year 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: 2 months ago - Pushed at: over 1 year 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: over 1 year ago - Pushed at: over 1 year 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: 5 months ago - Pushed at: almost 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: almost 2 years ago - Pushed at: over 4 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: 3 months ago - Pushed at: about 5 years ago - Stars: 1 - 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: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

var-nan/SGUFP_Solver

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

Language: C++ - Size: 741 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

di-unipi-socc/edgewise

Declarative and MILP approaches to service placement, reconciled

Language: Python - Size: 36.6 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 1

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: about 1 month ago - Pushed at: 2 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: 4 months ago - Pushed at: 4 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: 9 months ago - Pushed at: 9 months 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: about 1 month ago - Pushed at: 9 months 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: 11 months ago - Pushed at: 11 months 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: 11 months ago - Pushed at: 11 months 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: over 1 year ago - Pushed at: over 1 year 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: about 1 month ago - Pushed at: almost 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: almost 2 years ago - Pushed at: almost 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 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

kitsuyaazuma/OptimAz

A web application for mathematical optimization

Language: Jupyter Notebook - Size: 568 KB - Last synced at: 4 days ago - Pushed at: over 2 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: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

antodima/compmath

Computational Mathematics models

Language: MATLAB - Size: 50.8 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

optas-io/flp-tools

Fractional Linear Programming (FLP)

Language: C++ - Size: 509 KB - Last synced at: about 2 years ago - Pushed at: about 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: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0