Topic: mathematical-optimization Goto Github

👇 Here are 68 public repositories matching this topic...

aabbas90 / doge-train
mathematical-optimization,A fast, scalable, data-driven approach for solving relaxations of 0-1 integer linear programs on GPU.
User: aabbas90
graph-neural-networks integer-linear-programming mathematical-optimization

ahsan-83 / deep-learning-specialization-coursera
mathematical-optimization,Deep Learning Specialization course offered by DeepLearning.AI on Coursera
User: ahsan-83
Home Page: https://www.deeplearning.ai/courses/deep-learning-specialization/
andrew-ng-deep-learning backpropagation convolutional-neural-networks coursera deep-learning face-recognition hyperparameter-tuning mathematical-optimization neural-network object-detection

ahsan-83 / machine-learning-specialization-coursera
mathematical-optimization, Machine Learning Specialization course offered by DeepLearning.AI on Coursera
User: ahsan-83
Home Page: https://www.deeplearning.ai/courses/machine-learning-specialization/
andrew-ng-machine-learning classification coursera linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-models mathematical-modelling

aj-talaei / deep_learning_specialization
mathematical-optimization,This repository contains my coursework and projects completed during the Deep Learning Specialization offered by DeepLearning.AI and Stanford Online.
User: aj-talaei
artificial-neural-networks backpropagation convolutional-neural-networks deep-learning hyperparameter-tuning inductive-transfer mathematical-optimization recurrent-neural-networks tensorflow transformers

alessandropierro / automl-lava-tutorial
mathematical-optimization,Tutorial on neuromorphic computing with Lava, hosted at the AutoML Fall School 2023
User: alessandropierro
Home Page: https://www.automlschool.org/
automl deep-learning mathematical-optimization neuromorphic-computing python

amirabbasasadi / babai
mathematical-optimization,C++ Optimization Library
User: amirabbasasadi
optimization swarm-intelligence mathematical-optimization particle-swarm-optimization computational-intelligence evolutionary-algorithms metaheuristic-algorithms

antodima / compmath
mathematical-optimization,Computational Mathematics models
User: antodima
accelerated-gradient gradient-descent mathematical-optimization neural-networks ldl-factorization fista least-squares extreme-learning

apache / incubator-kie-optaplanner
mathematical-optimization,AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Organization: apache
Home Page: https://www.optaplanner.org
java constraint-solver constraint-programming metaheuristics tabu-search simulated-annealing branch-and-bound rostering optimization constraints

apache / incubator-kie-optaplanner-quickstarts
mathematical-optimization,OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Organization: apache
Home Page: https://www.optaplanner.org/
java kotlin maven gradle quarkus spring-boot artificial-intelligence optimization-algorithms mathematical-optimization constraint-solver

artelys / knitro-modeling-examples
mathematical-optimization,Nonlinear programming application examples solved with Artelys Knitro
Organization: artelys
ampl blackbox-optimization convex-optimization jump k-means-clustering mathematical-optimization mathematical-programming mixed-integer-nonlinear-programming mixed-integer-programming nonconvex-optimization

avaneev / biteopt
mathematical-optimization,Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
User: avaneev
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming

badcortex / opt4ds
mathematical-optimization,Corso "Optimization and Algorithms for Data Science" @UniPv
User: badcortex
optimization-algorithms linear-programming mathematical-modelling mathematical-optimization

caerbannogwhite / set-covering-problem
mathematical-optimization,Implementation of different techniques to solve the Set Covering Problem (SCP).
User: caerbannogwhite
cpp c cplex optimization linear-programming solver set-covering-problem operations-research mathematical-optimization mixed-integer-programming

cvanaret / uno
mathematical-optimization,A next-gen SQP & barrier solver for nonlinearly constrained optimization
User: cvanaret
optimization-algorithms optimization-methods optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms gradient-descent newton-method numerical-optimization interior-point-method

cvxpy / cvxpy
mathematical-optimization,A Python-embedded modeling language for convex optimization problems.
Organization: cvxpy
Home Page: https://www.cvxpy.org
python cvxpy optimization modeling-language convex-optimization mathematical-optimization optimization-modeling numerical-optimization

dtsok / optimization-in-cpp
mathematical-optimization,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
User: dtsok
cpp genetic-algorithm mathematical-optimization nelder-mead-algorithm optimization-algorithms particle-swarm-optimization

dylancodeverse / simplex
mathematical-optimization,A comprehensive collection of implementations and resources related to the SIMPLEX algorithm.
User: dylancodeverse
Home Page: https://en.wikipedia.org/wiki/Simplex_algorithm
dual mathematical-optimization maximization minimization relaxation simplex-algorithm simplex-method relaxa

ebrahimpichka / awesome-optimization
mathematical-optimization,A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
User: ebrahimpichka
combinatorial-optimization convex-optimization discrete-optimization integer-linear-programming integer-programming linear-optimization linear-programming mathematical-modelling mathematical-optimization mathematical-programming

elnurisg / symmetric_tsp
mathematical-optimization,Various algorithms for solving the Symmetric Traveling Salesman Problem, along with performance analysis
User: elnurisg
cplex mathematical-optimization operations-research tsp-solver

fernandaleonn / the-lima-s-traveling
mathematical-optimization,This repository has the porpouse of give a solution to the travelling sales man problem
User: fernandaleonn
mathematical-optimization traveling-salesman-problem pruning-algorithms

fuglede / numberpartitioning
mathematical-optimization,Pure Python solver for the multi-way partition problem
User: fuglede
python algorithms number-partitioning combinatorial-optimization optimization mathematical-optimization karmarkar-karp hacktoberfest

fyqqyf / mathematical-optimization
mathematical-optimization,最优化方法程序实现
User: fyqqyf
mathematical-optimization

grimme-lab / nlopt-f
mathematical-optimization,Fortran bindings for the NLopt library
Organization: grimme-lab
optimization nlopt numerical-optimization nonlinear-optimization mathematical-optimization

guillaume-giannantonio / bat-algorithm
mathematical-optimization,A simple JavaScript library implementing the Bat Algorithm for optimization problems.
User: guillaume-giannantonio
algorithm algorithmic-optimization bat-algorithm feature-selection function-optimization global-optimization javascript library mathematical-optimization metaheuristic

gurobi / gurobi-machinelearning
mathematical-optimization,Formulate trained predictors in Gurobi models
Organization: gurobi
Home Page: https://gurobi-machinelearning.readthedocs.io/
gurobi machine-learning mathematical-optimization python

gustavoalovisi / computational_stats_msc
mathematical-optimization,This is a repo for graduate computational statistics problem sets and class information/data.
User: gustavoalovisi
statistics statistical-learning optimization-algorithms mathematical-optimization bayesian-methods

ha2emnomer / gskpy
mathematical-optimization,GSK algorithm
User: ha2emnomer
ai evolutionary-algorithms linear-regression mathematical-optimization

impredicative / wrapdisc
mathematical-optimization,Optimize both discrete and continuous variables using just a continuous optimizer such as in scipy.optimize
User: impredicative
Home Page: https://pypi.org/project/wrapdisc/
hyperparameter-optimization mathematical-optimization scipy-optimize

johanesfaustus / legendremultiplier
mathematical-optimization,A summary on Legendre multiplier and some intresting problem
User: johanesfaustus
mathematical-optimization mathematics legendre-multiplier

juliasmoothoptimizers / manualnlpmodels.jl
mathematical-optimization,NLPModel where all functions are defined by the user
Organization: juliasmoothoptimizers
nlpmodels jso optimization mathematical-optimization mathematical-programming julia

lava-nc / lava-optimization
mathematical-optimization,Neuromorphic mathematical optimization with Lava
Organization: lava-nc
Home Page: https://lava-nc.org/optimization.html
constraint-optimization mathematical-optimization neural-networks neuromorphic neuromorphic-computing optimization python solver

matbesancon / mathoptsetdistances.jl
mathematical-optimization,Distances to sets for MathOptInterface
User: matbesancon
mathematical-optimization optimization jump julia convex-optimization

matbesancon / simplebenders.jl
mathematical-optimization,A simple implementation of the Benders decomposition method with JuMP
User: matbesancon
jump julia julialang mathematical-optimization benders

mayurd9 / kidney-matching-problem
mathematical-optimization,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.
User: mayurd9
formulations glpk-solver integer-programming kidney-exchange kidney-exchange-problem kidney-matching-algorithm linear-programming mathematical-optimization operations-research python

mmartyna123 / operationalreaserch
mathematical-optimization,Projects for the Operational Reaserch classess @ PUT
User: mmartyna123
integer-programming linear-programming mathematical-optimization operations-research optimization problem-solving pulp pulp-library python resource-allocation

msakai / haskell-mip
mathematical-optimization,Libraries for reading/writing MIP problem files, invoking external MIP solvers, etc. in Haskell
User: msakai
haskell mathematical-programming mathematical-optimization mixed-integer-programming

optapy / optapy
mathematical-optimization,OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
Organization: optapy
Home Page: https://www.optapy.org/
python python3 artificial-intelligence metaheuristics local-search simulated-annealing tabu-search vehicle-routing-problem employee-rostering task-assignment

optyang / stela
mathematical-optimization,STELA algorithm for sparsity regularized linear regression (LASSO)
User: optyang
lasso compressed-sensing sparse-regression sparse-modeling linear-regression mathematical-optimization

raklugrin01 / improving-deep-neural-networks
mathematical-optimization,Programming Assignments completed under second Course of Deep Learning Specialisation(Coursera)
User: raklugrin01
tensorflow deep-learning mathematical-optimization hyperparameter-tuning

rmislam / optimization-algorithms-in-julia
mathematical-optimization,A collection of mathematical optimization algorithms implemented in Julia
User: rmislam
optimization mathematical-optimization julia nonlinear-optimization optimization-algorithms

ryota-kawamura / mathematics-for-machine-learning-and-data-science-specialization
mathematical-optimization,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.
User: ryota-kawamura
Home Page: https://www.deeplearning.ai/courses/mathematics-for-machine-learning-and-data-science-specialization/
gradient-descent bayesian-statistics calculus determinants eigenvalues-and-eigenvectors linear-algebra linear-equation linear-regression machine-learning mathematical-optimization

sandesh-30 / nexusaiopt
mathematical-optimization,This repository is a collaborative effort to compile, implement, and share solutions to a diverse range of problems in Operations Research (OR), Mathematical Optimization, Supply Chain Analytics, and Artificial Intelligence (AI). By gathering algorithms, ideas, and solutions from various sources—including original work, research papers, and books.
User: sandesh-30
artificial-intelligence mathematical-optimization operations-research reinforcement-learning stochastic-optimization supply-chain-analytics

sdpa-python / sdpa-multiprecision
mathematical-optimization,Maintained fork of SDPA-GMP with an Application Binary Interface
Organization: sdpa-python
Home Page: https://sdpa-python.github.io
multiprecision semidefinite-programming convex-optimization numerical-optimization open-source mathematical-optimization

sdpa-python / sdpa-python
mathematical-optimization,SemiDefinite Programming Algorithm (SDPA) for Python
Organization: sdpa-python
Home Page: http://sdpa-python.github.io
convex-optimization mathematical-optimization numerical-optimization open-source python semidefinite-programming

shepardyan / nested-column-and-constraint-generation-nested-c-cg-for-two-stage-robust-optimization
mathematical-optimization,Two-Stage Robust Rostering Problem from the nested C&CG paper
User: shepardyan
mathematical-optimization robust-optimization two-stage-robust-optimization column-and-constraint-generation

spiralulam / intro_opt_models
mathematical-optimization,This repository contains the code examples of the book "Einführung in Optimierungsmodelle" ("Introduction to Optimization Models") (Sudermann-Merx, 2023)
User: spiralulam
mathematical-modelling mathematical-optimization mathematical-programming mixed-integer-linear-programming mixed-integer-nonlinear-programming mixed-integer-optimization mixed-integer-programming optimization-model optimization-problem quadratic-programming

thekidpadra / deeplearning.ai-deep-learning-specialization
mathematical-optimization,This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
User: thekidpadra
Home Page: https://www.deeplearning.ai/courses/deep-learning-specialization/
andrew-ng artificial-neural-network assignment backpropagation convolutional-neural-network coursera deep-learning deeplearning-ai hyperparameter-tuning inductive-transfer

thieu1995 / enoppy
mathematical-optimization,ENOPPY: A Python Library for Engineering Optimization Problems
User: thieu1995
Home Page: https://enoppy.readthedocs.io
engineering-optimization engineering-problems mathematical-optimization real-world-optimization benchmark-problems chemical-process-problems constrained-problems livestock-feed-ration-optimization mechanical-design-problems multi-objectives-optimization-problems

udellgroup / rlaopt
mathematical-optimization,Randomized linear algebra-based methods for optimization and scientific computing in PyTorch.
Organization: udellgroup
Home Page: https://leiweimu.github.io/sketchyopts-docs/
optimization python scientific-computing mathematical-optimization numerical-optimization numerical-linear-algebra pytorch

vanekpetr / investment-funnel
mathematical-optimization,Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
User: vanekpetr
machine-learning mathematical-optimization trading-algorithms asset-management investment-strategies finance