mathematical-programming

There are 14 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 2184
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 1917
tirthajyoti / Stats-Maths-with-Python
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
statistics python numpy pandas numerical-analysis analytics machine-learning bayesian-statistics inferential-statistics statsmodels probability mathematics mathematical-programming matplotlib scipy data-science normal-distribution hypothesis-testing anova clustering
Language:Jupyter Notebook 803
PySCIPOpt
scipopt / PySCIPOpt
Python interface for the SCIP Optimization Suite
integer-optimization nonlinear-optimization mathematical-programming scip python cython
Language:JetBrains MPS 776
ethz-adrl / ifopt
An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)
optimization mathematical-programming nlp eigen nonlinear-optimization ipopt snopt catkin ros trajectory-optimization robotics cpp cmake
Language:C++ 748
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 458
jump-dev / MathOptInterface.jl
A data structure for mathematical optimization problems
julia jump-jl mathematical-programming optimization
Language:Julia 379
OMLT
cog-imperial / OMLT
Represent trained machine learning models as Pyomo optimization formulations
cnn gradient-boosted-trees keras-neural-networks mathematical-modelling mathematical-programming mixed-integer-optimization mixed-integer-programming modeling-language neural-network nonlinear-optimization nonlinear-programming onnx optimization pyomo python relu
Language:Python 257
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
224
cvanaret / Uno
A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP and IPOPT (barrier) in a modern and generic way, and unlocks a variety of novel methods. Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.
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++ 207
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++ 172
msakai / toysolver
My sandbox for experimenting with solver algorithms.
sat-solver smt-solver mathematical-programming theorem-prover algorithms
Language:Haskell 154
jump-dev / JuMPTutorials.jl
Tutorials on using JuMP for mathematical optimization in Julia
julia mathematical-programming notebooks
Language:Jupyter Notebook 141
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 104
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 optimization optimization-tools optimization-framework mathematical-programming numerical-optimization modeling-language
Language:Julia 73
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# 72
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 50
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 42
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 38
yg42 / iptutorials
Image processing tutorials
matlab python image-processing tutorials mathematics mathematical-programming geometry machine-learning
Language:TeX 34
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
StavrosOrf / EV2Gym
A V2G Simulation Environment for large scale EV charging optimization
deep-reinforcement-learning electric-vehicles gurobi simulator gym mathematical-programming model-predictive-control
Language:Python 28
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++ 25
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
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
19
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 16
asyncfinkd / pythagoras-theorem
Pythagoras Theorem Javascript. (Math)
pythagoras pythagorean-theorem pythagoeran-theorem math mathematics js javascript mathematical-programming
Language:JavaScript 16
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 15
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 14
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
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