optimization-algorithms

There are 63 repositories under optimization-algorithms topic.

ljvmiranda921 / pyswarms
A research toolkit for particle swarm optimization in Python
algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence
Language:Python 1287
Captain1986 / CaptainBlackboard
船长关于机器学习、计算机视觉和工程技术的总结和分享
computer-vision convolutional-neural-networks deep-learning optimization-algorithms summary
Language:C++ 1211
timefold-solver
TimefoldAI / timefold-solver
The open source Solver AI for Java, Python and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.
ai artificial-intelligence cvrp employee-scheduling vehicle-routing vehicle-routing-problem vrp vrptw maintenance-scheduling planning-algorithms operations-research resource-allocation solver-library java optimization-algorithms python solver kotlin constraint-programming constraint-solver
Language:Java 1027
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence distributed evolutionary-algorithms evolutionary-computation gpu neural-networks neuroevolution optimization optimization-algorithms python pytorch reinforcement-learning
Language:Python 1017
ahundt / awesome-robotics
A curated list of awesome links and software libraries that are useful for robots.
awesome awesome-list datasets deep-learning image-segmentation list lists machine-learning optimization optimization-algorithms physics planning-algorithms point-cloud reinforcement-learning robot robotics ros sensors simulation tensorflow
1014
argmin-rs / argmin
Numerical optimization in pure Rust
numerical-optimization optimization optimization-algorithms optimization-methods optimizer rust
Language:Rust 1010
cvxgrp / cvxportfolio
Portfolio optimization and back-testing.
convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series
Language:Python 994
PatWie / CppNumericalSolvers
a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen
bfgs cpp11 eigen gradient-computation lbfgs lbfgs-solver lbfgsb-solver mathematics minimization minimization-algorithm newton numerical-optimization-methods optim optimisation optimization optimization-algorithms optimization-tools solver solvers
Language:C++ 876
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm metaheuristics multi-objective-optimization optimization optimization-algorithms optimization-methods optimization-tools pagmo parallel-computing parallel-processing python python3 stochastic-optimizers
Language:C++ 839
kthohr / optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
armadillo automatic-differentiation bfgs cpp cpp11 differential-evolution eigen eigen3 evolutionary-algorithms gradient-descent lbfgs newton numerical-optimization-methods openmp openmp-parallelization optim optimization optimization-algorithms particle-swarm-optimization
Language:C++ 821
mlpack / ensmallen
A header-only C++ library for numerical optimization --
optimization function-optimization minimization machine-learning deep-learning optimization-algorithms
Language:C++ 744
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 738
ArashPartow / exprtk
C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html
ast c-plus-plus compiler expression-evaluator expression-parser exprtk grammar high-performance language lexer math math-expressions mathematics mirrored-repository mit-license numerical-calculations optimization-algorithms parser scientific-computing semantic-analyzer
Language:C++ 652
cerndb / dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
apache-spark data-parallelism data-science deep-learning distributed-optimizers hadoop keras machine-learning optimization-algorithms tensorflow
Language:Python 624
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
algorithm artificial-intelligence continuous-optimization discrete-optimization evolutionary-algorithm genetic-algorithm genetic-algorithm-framework harmony-search hill-climbing library machine-learning machine-learning-algorithms metaheuristics optimization optimization-algorithms particle-swarm-optimization python simulated-annealing stochastic-optimizers tabu-search
Language:Python 576
scs
cvxgrp / scs
Splitting Conic Solver
cone-programming convex-optimization first-order-methods linear-programming numerical-optimization optimization optimization-algorithms quadratic-programming semidefinite-programming solver
Language:C 553
coin-or / python-mip
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
integer-programming linear-programming mip modeling optimization optimization-algorithms optimization-framework optimization-tools
Language:Python 538
swarmlib
HaaLeo / swarmlib
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
aco ant-colony-optimization artificial-bee-colony cuckoo-search firefly-algorithm grey-wolf-optimizer gwo heuristic-optimization heuristic-search-algorithms levy-walks optimization-algorithms particle-swarm-optimization pso pypi swarm traveling-salesman-problem tsp tsplib tsplib95 whale-optimization
Language:Python 508
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 465
3dem / relion
Image-processing software for cryo-electron microscopy
atomistic-models biomolecular-dynamics cryo-em ctf cuda graphics-programming gui high-performance-computing hpc image-processing likelihood maximum-likelihood microscope microscopy molecular-biology molecular-structures nvidia optimization-algorithms regularization relion
Language:C++ 456
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
artificial-intelligence evolutionary-algorithms evolutionary-computation evolutionary-strategy island-model meta-heuristic meta-heuristics multiobjective-optimization optimization optimization-algorithms optimization-methods optimization-problem parallel-computing parallel-processing stochastic-optimization
Language:C++ 450
YuanhaoGong / CurvatureFilter
Curvature Filters are efficient solvers for Variational Models
curvature curvature-filters differential-geometry image-processing itk matlab opencv optimization-algorithms python
Language:C++ 384
Tim-Salzmann / l4casadi
Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.
acados casadi learning-control machine-learning optimization optimization-algorithms cplusplus deep-learning python pytorch optimization-methods learning-for-control
Language:Python 376
j-w-yun / optimizer-visualization
Visualize Tensorflow's optimizers.
adamoptimizer gradientdescentoptimizer learning-rate machine-learning optimization-algorithms optimizer-visualization tensorflow
Language:Python 370
benfred / fmin
Unconstrained function minimization in Javascript
numerical-optimization optimization-algorithms visualization
Language:JavaScript 355
oxfordcontrol / Clarabel.rs
Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.
conic-optimization conic-programs convex-optimization interior-point-method linear-programming optimization optimization-algorithms quadratic-programming rust-lang semidefinite-programming
Language:Rust 340
star2dust / paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
cooperative-manipulation formation-control matlab multi-agent-systems multi-robot-cooperation optimization-algorithms paper-simulations robotics
Language:MATLAB 329
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 325
hiroyuki-kasai / NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
clustering-algorithm constrained-optimization data-analysis divergence gradient-descent matlab-toolbox matrix-factorization nmf nonnegative-matrix-factorization nonnegativity-constraints online-learning optimization-algorithms orthogonal probabilistic-matrix-factorization robust-optimization sparse-representations stochastic-optimizers
Language:MATLAB 314
LucXiong / Swarm-intelligence-optimization-algorithm
种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA）、烟花算法(Fireworks Algorithm, FA)
csa ssa sbo wpa wps optimization-algorithms fa gsa
Language:Python 314
cvanaret / Uno
A next-gen Lagrange-Newton solver for nonconvex optimization. It unifies barrier and SQP methods in a modern and generic way, and implements different globalization flavors (line search/trust region and merit function/filter method/funnel method). Competitive against filterSQP, IPOPT, SNOPT, MINOS and CONOPT.
constrained-optimization continuous-optimization cpp 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++ 292
imagry / aleph_star
Reinforcement learning with A* and a deep heuristic
control-systems dqn machine-learning-algorithms optimization-algorithms reinforcement-learning reinforcement-learning-algorithms shortest-path
Language:Jupyter Notebook 287
phonegapX / alphasickle
多因子指数增强策略/多因子全流程实现
data-analysis data-science data-visualization factor-analysis ff3 finance mvo optimization-algorithms quant quantitative-finance stock-analysis stock-market stock-price-prediction
Language:Python 267
bwohlberg / sporco
Sparse Optimisation Research Code
admm convolutional-dictionary-learning convolutional-sparse-coding cuda dictionary-learning fista optimization optimization-algorithms plug-and-play-priors python robust-pca sparse-coding sparse-representations sparsity total-variation total-variation-minimization
Language:Python 262
NiaOrg / NiaPy
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
hacktoberfest microframework nature-inspired-algorithms optimization-algorithms python swarm-intelligence
Language:Python 261
gitabcworld / FewShotLearning
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
few-shot optimization optimization-algorithms python pytorch
Language:Python 256