mathematical-optimization

There are 9 repositories under mathematical-optimization topic.

cvxpy / cvxpy
A Python-embedded modeling language for convex optimization problems.
convex-optimization cvxpy mathematical-optimization modeling-language numerical-optimization optimization optimization-modeling python
Language:C++ 5994
incubator-kie-optaplanner
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.
artificial-intelligence branch-and-bound constraint-programming constraint-solver constraints employee-rostering java local-search mathematical-optimization metaheuristics optimization rostering scheduling simulated-annealing solver tabu-search traveling-salesman
Language:Java 3432
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.
gradient-descent bayesian-statistics calculus determinants eigenvalues-and-eigenvectors linear-algebra linear-equation linear-regression machine-learning mathematical-optimization mathematics probability
Language:Jupyter Notebook 742
ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
awesome awesome-list combinatorial-optimization convex-optimization discrete-optimization integer-linear-programming integer-programming linear-optimization linear-programming mathematical-modelling mathematical-optimization mathematical-programming operations-research optimization stochastic-optimization
531
Uno
cvanaret / Uno
A highly customizable SQP & barrier solver for nonlinearly constrained optimization
optimization-algorithms optimization-methods optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms gradient-descent newton-method numerical-optimization interior-point-method quadratic-programming sequential-quadratic-programming continuous-optimization mathematical-programming constrained-optimization nonconvex-optimization mathematical-optimization optimization-solver local-optimization cpp
Language:C++ 397
apache / incubator-kie-optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
artificial-intelligence constraint-solver gradle java kotlin mathematical-optimization maven operations-research optimization-algorithms quarkus solver spring-boot
Language:Java 327
optapy / optapy
OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.
python python3 artificial-intelligence metaheuristics local-search simulated-annealing tabu-search vehicle-routing-problem employee-rostering task-assignment traveling-salesman-problem np-hard np-complete mathematical-optimization
Language:Java 300
Gurobi / gurobi-machinelearning
Formulate trained predictors in Gurobi models
gurobi machine-learning mathematical-optimization python
Language:Python 241
biteopt
avaneev / biteopt
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming differential-evolution hyperparameter-optimization meta-heuristic global-optimization global-optimization-algorithms black-box-optimization discrete-optimization mathematical-programming mathematical-optimization integer-programming
Language:C++ 162
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.
java-math-library machine-learning mathematical-optimization matrix-calculations vector-calculation java-statistics audio-analysis image-processing signal-processing time-series
Language:Java 77
investment-funnel
VanekPetr / investment-funnel
Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
machine-learning mathematical-optimization trading-algorithms asset-management investment-strategies finance
Language:Python 69
lava-nc / lava-optimization
Neuromorphic mathematical optimization with Lava
constraint-optimization neural-networks neuromorphic neuromorphic-computing optimization python solver mathematical-optimization
Language:Jupyter Notebook 61
ahsan-83 / Deep-Learning-Specialization-Coursera
Deep Learning Specialization course offered by DeepLearning.AI on Coursera
andrew-ng-deep-learning backpropagation convolutional-neural-networks coursera deep-learning face-recognition hyperparameter-tuning mathematical-optimization neural-network object-detection python-programming segmentation tensorflow trasnfer-learning ml-strategy
Language:Jupyter Notebook 59
TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization
This repo contains my work & The code base for this Deep Learning Specialization offered by deeplearning.AI
andrew-ng artificial-neural-network assignment backpropagation convolutional-neural-network coursera deep-learning deeplearning-ai hyperparameter-tuning inductive-transfer mathematical-optimization neural-network-architecture python-programming recurrent-neural-network specialization tensorflow transformers
Language:Jupyter Notebook 37
grimme-lab / nlopt-f
Fortran bindings for the NLopt library
optimization nlopt numerical-optimization nonlinear-optimization mathematical-optimization
Language:Fortran 29
matbesancon / MathOptSetDistances.jl
Distances to sets for MathOptInterface
mathematical-optimization optimization jump julia convex-optimization
Language:Julia 27
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
column-and-constraint-generation mathematical-optimization robust-optimization two-stage-robust-optimization
Language:MATLAB 26
Artelys / knitro-modeling-examples
Nonlinear programming application examples solved with Artelys Knitro
ampl blackbox-optimization convex-optimization jump k-means-clustering mathematical-optimization mathematical-programming mixed-integer-nonlinear-programming mixed-integer-programming nonconvex-optimization nonlinear-optimization nonlinear-programming numerical-optimization portfolio-optimization pyomo quadratic-programming unit-commitment
Language:Jupyter Notebook 21
fuglede / numberpartitioning
Pure Python solver for the multi-way partition problem
python algorithms number-partitioning combinatorial-optimization optimization mathematical-optimization karmarkar-karp hacktoberfest
Language:Python 21
thieu1995 / enoppy
ENOPPY: A Python Library for Engineering Optimization Problems
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 power-system-problems process-design-and-synthesis-problems rolling-element-bearing-design-problems
Language:Python 16
sdpa-python / sdpa-python
SemiDefinite Programming Algorithm (SDPA) for Python
convex-optimization semidefinite-programming python open-source mathematical-optimization numerical-optimization
Language:C++ 12
caerbannogwhite / set-covering-problem
Implementation of different techniques to solve the Set Covering Problem (SCP).
cpp c cplex optimization linear-programming solver set-covering-problem operations-research mathematical-optimization mixed-integer-programming scp
Language:C++ 11
matbesancon / SimpleBenders.jl
A simple implementation of the Benders decomposition method with JuMP
jump julia julialang mathematical-optimization benders
Language:Julia 11
amirabbasasadi / Babai
C++ Optimization Library
optimization swarm-intelligence mathematical-optimization particle-swarm-optimization computational-intelligence evolutionary-algorithms metaheuristic-algorithms
Language:C++ 7
optyang / STELA
STELA algorithm for sparsity regularized linear regression (LASSO)
lasso compressed-sensing sparse-regression sparse-modeling linear-regression mathematical-optimization
Language:Python 7
msakai / haskell-MIP
Libraries for reading/writing MIP problem files, invoking external MIP solvers, etc. in Haskell
haskell mathematical-optimization mathematical-programming mixed-integer-programming
Language:Haskell 6
ahsan-83 / Machine-Learning-Specialization-Coursera
Machine Learning Specialization course offered by DeepLearning.AI on Coursera
andrew-ng-machine-learning classification coursera linear-regression logistic-regression machine-learning machine-learning-algorithms machine-learning-coursera machine-learning-models mathematical-modelling mathematical-optimization numpy pandas python-programming regularization scikit-learn tensorflow
Language:HTML 5
guillaume-giannantonio / bat-algorithm
A simple JavaScript library implementing the Bat Algorithm for optimization problems.
algorithm algorithmic-optimization bat-algorithm feature-selection function-optimization global-optimization javascript library mathematical-optimization metaheuristic metaheuristics nature-inspired-algorithms nodejs npm npm-package open-source optimization optimization-problem parameter-tuning bat-algorithm-optimization
Language:JavaScript 5
GustavoAlovisi / computational_stats_MSc
This is a repo for graduate computational statistics problem sets and class information/data.
statistics statistical-learning optimization-algorithms mathematical-optimization bayesian-methods
Language:R 4
ha2emnomer / GSKPy
GSK algorithm
mathematical-optimization evolutionary-algorithms ai linear-regression
Language:Jupyter Notebook 4
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 mathematical-optimization mathematical-programming mixed-integer-linear-programming mixed-integer-nonlinear-programming mixed-integer-optimization mixed-integer-programming optimization-model optimization-problem quadratic-programming
Language:Python 4
impredicative / wrapdisc
Optimize both discrete and continuous variables using just a continuous optimizer such as in scipy.optimize
hyperparameter-optimization mathematical-optimization scipy-optimize
Language:Python 3
JuliaSmoothOptimizers / ManualNLPModels.jl
NLPModel where all functions are defined by the user
nlpmodels jso optimization mathematical-optimization mathematical-programming julia
Language:Julia 3
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
dual-values duality energy-system explainability gurobi linear-programming lp lp-problem machine-learning mathematical-optimization ml operations-research parametric-analysis random-forest reduced-cost robust-optimization sensitivity-analysis shadow-price stochastic-programming uncertainty
Language:Jupyter Notebook 3
sdpa-python / sdpa-multiprecision
Maintained fork of SDPA-GMP with an Application Binary Interface
multiprecision semidefinite-programming convex-optimization numerical-optimization open-source mathematical-optimization
Language:C++ 3
udellgroup / rlaopt
Randomized linear algebra-based methods for optimization and scientific computing in PyTorch.
optimization python scientific-computing mathematical-optimization numerical-optimization numerical-linear-algebra pytorch modeling-language
Language:Python 3

mathematical-optimization

cvxpy / cvxpy

apache / incubator-kie-optaplanner

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

ebrahimpichka / awesome-optimization

cvanaret / Uno

apache / incubator-kie-optaplanner-quickstarts

optapy / optapy

Gurobi / gurobi-machinelearning

avaneev / biteopt

ScaleFree-Tech / yishape-math

VanekPetr / investment-funnel

lava-nc / lava-optimization

ahsan-83 / Deep-Learning-Specialization-Coursera

TheKidPadra / DeepLearning.AI-Deep-Learning-Specialization

grimme-lab / nlopt-f

matbesancon / MathOptSetDistances.jl

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

Artelys / knitro-modeling-examples

fuglede / numberpartitioning

thieu1995 / enoppy

sdpa-python / sdpa-python

caerbannogwhite / set-covering-problem

matbesancon / SimpleBenders.jl

amirabbasasadi / Babai

optyang / STELA

msakai / haskell-MIP

ahsan-83 / Machine-Learning-Specialization-Coursera

guillaume-giannantonio / bat-algorithm

GustavoAlovisi / computational_stats_MSc

ha2emnomer / GSKPy

spiralulam / intro_opt_models

impredicative / wrapdisc

JuliaSmoothOptimizers / ManualNLPModels.jl

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

sdpa-python / sdpa-multiprecision

udellgroup / rlaopt