optimization-algorithms

There are 61 repositories under optimization-algorithms topic.

ljvmiranda921 / pyswarms
A research toolkit for particle swarm optimization in Python
particle-swarm-optimization optimization-tools pso global-optimization swarm-intelligence machine-learning discrete-optimization optimization optimization-algorithms metaheuristics algorithm
Language:Python 1234
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
deep-learning computer-vision convolutional-neural-networks optimization-algorithms summary
Language:C++ 1163
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence evolutionary-computation neural-networks optimization-algorithms distributed gpu python pytorch optimization reinforcement-learning evolutionary-algorithms neuroevolution
Language:Python 976
ahundt / awesome-robotics
A curated list of awesome links and software libraries that are useful for robots.
robotics robot ros tensorflow machine-learning reinforcement-learning sensors physics simulation deep-learning point-cloud datasets optimization optimization-algorithms planning-algorithms awesome awesome-list lists list image-segmentation
906
argmin-rs / argmin
Numerical optimization in pure Rust
optimization-algorithms optimization rust numerical-optimization optimization-methods optimizer
Language:Rust 901
PatWie / CppNumericalSolvers
a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen
solver optimization-algorithms optimization-tools mathematics eigen gradient-computation optimization bfgs lbfgs solvers optimisation optim numerical-optimization-methods newton cpp11 minimization minimization-algorithm lbfgsb-solver lbfgs-solver
Language:C++ 850
cvxgrp / cvxportfolio
Portfolio optimization and back-testing.
convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series
Language:Python 803
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 793
kthohr / optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms openmp openmp-parallelization armadillo numerical-optimization-methods gradient-descent newton eigen automatic-differentiation eigen3
Language:C++ 775
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 740
mlpack / ensmallen
A header-only C++ library for numerical optimization --
optimization function-optimization minimization machine-learning deep-learning optimization-algorithms
Language:C++ 702
cerndb / dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
machine-learning deep-learning apache-spark data-parallelism distributed-optimizers keras optimization-algorithms tensorflow data-science hadoop
Language:Python 623
ArashPartow / exprtk
C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html
c-plus-plus math-expressions exprtk parser lexer high-performance numerical-calculations mit-license mathematics compiler language ast grammar scientific-computing expression-evaluator mirrored-repository math semantic-analyzer optimization-algorithms expression-parser
Language:C++ 583
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 574
scs
cvxgrp / scs
Splitting Conic Solver
convex-optimization cone-programming semidefinite-programming first-order-methods quadratic-programming linear-programming optimization solver optimization-algorithms numerical-optimization
Language:C 522
coin-or / python-mip
Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
integer-programming mip linear-programming optimization modeling optimization-tools optimization-algorithms optimization-framework
Language:Python 505
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)
ant-colony-optimization traveling-salesman-problem tsplib95 tsp aco pypi tsplib optimization-algorithms swarm firefly-algorithm cuckoo-search levy-walks heuristic-search-algorithms heuristic-optimization pso particle-swarm-optimization artificial-bee-colony grey-wolf-optimizer gwo whale-optimization
Language:Python 478
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
3dem / relion
Image-processing software for cryo-electron microscopy
microscopy cryo-em hpc cuda image-processing biomolecular-dynamics molecular-biology molecular-structures atomistic-models ctf high-performance-computing graphics-programming gui microscope optimization-algorithms maximum-likelihood likelihood relion regularization nvidia
Language:C++ 429
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Language:C++ 410
YuanhaoGong / CurvatureFilter
Curvature Filters are efficient solvers for Variational Models
curvature curvature-filters image-processing optimization-algorithms differential-geometry opencv matlab itk python
Language:C++ 374
j-w-yun / optimizer-visualization
Visualize Tensorflow's optimizers.
tensorflow machine-learning optimization-algorithms learning-rate optimizer-visualization adamoptimizer gradientdescentoptimizer
Language:Python 353
benfred / fmin
Unconstrained function minimization in Javascript
numerical-optimization optimization-algorithms visualization
Language:JavaScript 350
apache / incubator-kie-optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
java kotlin maven gradle quarkus spring-boot artificial-intelligence optimization-algorithms mathematical-optimization constraint-solver solver operations-research
Language:Java 315
star2dust / paper-simulation
Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
paper-simulations matlab robotics cooperative-manipulation multi-agent-systems formation-control optimization-algorithms multi-robot-cooperation
Language:MATLAB 298
hiroyuki-kasai / NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization sparse-representations orthogonal nonnegative-matrix-factorization nonnegativity-constraints probabilistic-matrix-factorization clustering-algorithm divergence
Language:MATLAB 290
imagry / aleph_star
Reinforcement learning with A* and a deep heuristic
reinforcement-learning reinforcement-learning-algorithms dqn machine-learning-algorithms control-systems optimization-algorithms shortest-path
Language:Jupyter Notebook 277
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 258
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 255
gitabcworld / FewShotLearning
Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
few-shot optimization optimization-algorithms python pytorch
Language:Python 254
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 253
bwohlberg / sporco
Sparse Optimisation Research Code
sparsity sparse-coding dictionary-learning convolutional-sparse-coding convolutional-dictionary-learning optimization optimization-algorithms admm fista python cuda sparse-representations robust-pca total-variation total-variation-minimization plug-and-play-priors
Language:Python 250
Tim-Salzmann / l4casadi
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
acados casadi learning-control machine-learning optimization optimization-algorithms cplusplus deep-learning python pytorch
Language:Python 248
pushkar / ABAGAIL
The library contains a number of interconnected Java packages that implement machine learning and artificial intelligence algorithms. These are artificial intelligence algorithms implemented for the kind of people that like to implement algorithms themselves.
artificial-intelligence-algorithms neural-network java machine-learning optimization-algorithms
Language:Java 245
acerbilab / bads
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
optimization-algorithms bayesian-optimization log-likelihood noiseless-functions noisy-functions matlab
Language:MATLAB 237
lanl-ansi / Alpine.jl
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
global-optimization julia-language minlp minlp-solver mixed-integer-nonlinear-programming mixed-integer-programming non-convex-optimization nonlinear-optimization optimization optimization-algorithms
Language:Julia 237