mathematical-programming

There are 13 repositories under mathematical-programming topic.

JuMP.jl
jump-dev / JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
conic-programs julia linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language nonlinear-programming optimization semidefinite-programming
Language:Julia 2139
Pyomo / pyomo
An object-oriented algebraic modeling language in Python for structured optimization problems.
linear-programming mathematical-programming modeling-language nonlinear-programming optimization python
Language:Python 1851
tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
analytics anova bayesian-statistics clustering data-science hypothesis-testing inferential-statistics machine-learning mathematical-programming mathematics matplotlib normal-distribution numerical-analysis numpy pandas probability python scipy statistics statsmodels
Language:Jupyter Notebook 789
PySCIPOpt
scipopt / PySCIPOpt
Python interface for the SCIP Optimization Suite
integer-optimization nonlinear-optimization mathematical-programming scip python cython
Language:JetBrains MPS 750
ethz-adrl / ifopt
An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)
catkin cmake cpp eigen ipopt mathematical-programming nlp nonlinear-optimization optimization robotics ros snopt trajectory-optimization
Language:C++ 735
optimatika / ojAlgo
oj! Algorithms
ojalgo algorithm java linear-algebra optimization arrays multi-threading mathematical-programming optimization-algorithms algorithms machine-learning matrix-library sparse-matrix blas lapack math solver least-squares polynomial transformations
Language:Java 454
OMLT
cog-imperial / OMLT
Represent trained machine learning models as Pyomo optimization formulations
optimization python neural-network gradient-boosted-trees cnn modeling-language mathematical-programming mathematical-modelling nonlinear-programming mixed-integer-programming relu onnx keras-neural-networks pyomo mixed-integer-optimization nonlinear-optimization
Language:Python 247
ebrahimpichka / awesome-optimization
A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.
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 awesome awesome-list
184
msakai / toysolver
My sandbox for experimenting with solver algorithms.
sat-solver smt-solver mathematical-programming theorem-prover algorithms
Language:Haskell 152
cvanaret / Uno
A next-gen solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
c-plus-plus constrained-optimization continuous-optimization gradient-descent interior-point-method local-optimization mathematical-optimization mathematical-programming newton-method nonconvex-optimization nonlinear-optimization nonlinear-programming nonlinear-programming-algorithms numerical-optimization optimization optimization-algorithms optimization-methods optimization-solver quadratic-programming sequential-quadratic-programming
Language:C++ 144
jump-dev / JuMPTutorials.jl
Tutorials on using JuMP for mathematical optimization in Julia
notebooks mathematical-programming julia
Language:Jupyter Notebook 137
metab0t / PyOptInterface
Efficient modeling interface for mathematical optimization in Python
conic-programs linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language optimization python quadratic-programming
Language:C++ 94
ralna / GALAHAD
A library of modern Fortran modules for nonlinear optimization
nonlinear-optimization numerical-optimization mathematical-programming quadratic-programming nonlinear-least-squares trust-region-methods cubic-regularization-methods fortran c matlab julia python
Language:Fortran 93
chkwon / Complementarity.jl
provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
equilibrium optimization mathematical-programming complementarity-conditions equilibrium-constraints mathematical-programs complementarity mcp
Language:Julia 75
tkoolen / Parametron.jl
Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia
julia julia-language mathematical-programming modeling-language numerical-optimization optimization optimization-framework optimization-tools
Language:Julia 72
Unity.mathx
ltmx / Unity.mathx
An Extension Library for Unity.Mathematics - Extension Methods, New Syntax, Optimized Functions, and more !
unity-mathematics math-library mathematics extension-methods unity unity-3d unity-plugin math unity3d math-helper math-functions mathematical-programming unity-math-helpers unity-mathematics-extensions unity-mathematics-helpers game-development
Language:C# 69
ktnr / BinPacking2D
Exact solutions for two-dimensional bin packing problems by branch-and-cut
algorithm operations-research mathematical-programming constraint-programming branch-and-cut mixed-integer-programming bin-packing-problem knapsack-problem
Language:Python 48
matbesancon / BilevelOptimization.jl
JuMP-based toolbox for solving bilevel optimization problems
bilevel-optimization mathematical-programming jump julialang julia optimization complementarity-constraints bilevel-problem
Language:Julia 47
cog-imperial / galini
An extensible MINLP solver
mathematical-programming minlp minlp-solver mixed-integer-optimization nonlinear-optimization optimization pyomo
Language:Python 37
exanauts / ExaModels.jl
An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.
automatic-differentiation julia-language mathematical-programming modeling-language modeling-tool nonlinear-optimization optimization
Language:Julia 33
yg42 / iptutorials
Image processing tutorials
matlab python image-processing tutorials mathematics mathematical-programming geometry machine-learning
Language:TeX 31
industrial-optimization-group / DESDEO
An open source framework for interactive multiobjective optimization methods
optimization multiobjective-optimization multicriteria-decision-analysis python3 mcda mathematical-modelling mathematical-programming
Language:Python 29
cog-imperial / suspect
Special Structure Detection for Pyomo
mathematical-programming mixed-integer-optimization nonlinear-optimization pyomo convexity
Language:Python 26
hlefebvr / idol
The Mathematical Optimization Framework
algorithms algorithms-implemented branch-and-bound branch-and-cut-and-price branch-and-price column-generation cpp mathematical-programming milp mixed-integer-programming optimization solver
Language:C++ 24
ohinder / OnePhase.jl
This package is the implementation of a one-phase interior point method that finds KKT points of nonconvex optimization problems.
optimization-algorithms optimization mathematical-programming
Language:Julia 20
decisionbrain / cplex-scala
A scala library for IBM ILOG CPLEX
ibm-ilog-cplex constraint-programming mathematical-programming cplex optimization-models mixed-integer-programming scala-library java prescriptive-analytics
Language:Scala 19
asyncfinkd / pythagoras-theorem
Pythagoras Theorem Javascript. (Math)
pythagoras pythagorean-theorem pythagoeran-theorem math mathematics js javascript mathematical-programming
Language:JavaScript 16
AlexKressner / OptiDeploy
Template for deploying an optimization model accessible via a web service based on FastAPI, mongodb and celery
optimization operations-research mathematical-programming scip fastapi celery mongodb
Language:Python 15
siddhpant / google-foobar
My approach to Google foobar challenges.
foobar foobar-challenge foobar-solutions algorithm-challenges mathematical-programming google-foobar writeups not-completely-terrible interview-questions computer-science
Language:Python 14
CharJon / GeCO
Generators for Combinatorial Optimization
mathematical-modelling optimization-problem mathematical-programming combinatorial-optimization scip networkx numpy integer-programming binary-programming
Language:Python 13
gympohnpimol / Last-Mile-Logistics
cplex cplex-optimization-solver cplex-tutorial k-means-clustering nni sckit-learn python matplotlib pandas numpy delivery-service optimization vrptw cvrp vrp lastmile-delivery lastmile mathematical-programming exact-algorithm
Language:Python 13
ken-okabe / functional-programming-from-scratch-ja
Functional Programming From Scratch 日本語版
fsharp functional-programming functional-reactive-programming haskell learn-to-code solidjs typescript verse learning mathematical-programming mathematics
13
WaderManasi / Knowing-DataStructures-Algorithms
🎯 Repository contains code of various 🚀Data-structures,🚀Algorithms as well as 👩🏻‍🎓 Pre-Placement Course Material 🎓including topics like - Array, Bits manipulation, Recursion, Tricky problem statements, Mathematical coding problems, Linked lists, Stack, Queue, Graph, Tree, STL, Searching algorithms, Sorting algorithms, etc.👩🏻‍🎓
array bitmanipulation mathematical-programming recursion linked-list stack queue sorting-algorithms searching-algorithms tree stl graph tricky-problems string-manipulation opensource digitalocean hacktoberfest hacktoberfest-2021
Language:C++ 13
graetz23 / sharpWave
A refactored port and code rebuilt of JWave - Discrete Fourier Transform (DFT), Fast Wavelet Transform (FWT), Wavelet Packet Transform (WPT), some Shifting Wavelet Transform (SWT) by using orthogonal (orthonormal) wavelets like Haar, Daubechie, Coiflet, and other normalized bi-orthogonal wavelets.
wavelet wavelet-transform wavelet-analysis wavelet-compression wavelet-packets wavelet-toolbox orthogonal-transforms hilbert-transform hilbert-spaces frequency-domain time-domain frequency-analysis software-engineering design-patterns orthogonal orthonomal mathematics mathematical-programming transforms
Language:C# 12
khuyentran1401 / linear-programming-with-PuLP
mathematical-programming integer-programming optimization python pulp discrete-optimization linear-programming
Language:Jupyter Notebook 12
Opt-Mucca / PySCIPOpt-ML
Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs
decision-trees keras lightgbm mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization pytorch sklearn xgboost surrogate-models machine-learning python artificial-intelligence
Language:Python 12