Topic: optimization-algorithms Goto Github

👇 Here are 2156 public repositories matching this topic...

100 / solid
optimization-algorithms,🎯 A comprehensive gradient-free optimization framework written in Python
User: 100
Home Page: https://100.github.io/Solid/
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers

3dem / relion
optimization-algorithms,Image-processing software for cryo-electron microscopy
Organization: 3dem
Home Page: https://relion.readthedocs.io/en/latest/
microscopy cryo-em hpc cuda image-processing biomolecular-dynamics molecular-biology molecular-structures atomistic-models ctf

acerbilab / bads
optimization-algorithms,Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
Organization: acerbilab
optimization-algorithms bayesian-optimization log-likelihood noiseless-functions noisy-functions matlab

agi-edgerunners / llm-optimizers-papers
optimization-algorithms,Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.
Organization: agi-edgerunners
awesome-list large-language-models llm llms optimization optimization-algorithms optimizer papers prompting review survey

ahundt / awesome-robotics
optimization-algorithms,A curated list of awesome links and software libraries that are useful for robots.
User: ahundt
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

albarji / proxtv
optimization-algorithms,Matlab and Python toolbox for fast Total Variation proximity operators
User: albarji
machine-learning optimization-algorithms proximal-operators signal-processing

apache / incubator-kie-optaplanner-quickstarts
optimization-algorithms,OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
Organization: apache
Home Page: https://www.optaplanner.org/
java kotlin maven gradle quarkus spring-boot artificial-intelligence optimization-algorithms mathematical-optimization constraint-solver

arashpartow / exprtk
optimization-algorithms,C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html
User: arashpartow
Home Page: 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

argmin-rs / argmin
optimization-algorithms,Numerical optimization in pure Rust
Organization: argmin-rs
Home Page: http://argmin-rs.org
numerical-optimization optimization optimization-algorithms optimization-methods optimizer rust

benfred / fmin
optimization-algorithms, Unconstrained function minimization in Javascript
User: benfred
numerical-optimization optimization-algorithms visualization

bwohlberg / sporco
optimization-algorithms,Sparse Optimisation Research Code
User: bwohlberg
Home Page: http://brendt.wohlberg.net/software/SPORCO/
sparsity sparse-coding dictionary-learning convolutional-sparse-coding convolutional-dictionary-learning optimization optimization-algorithms admm fista python

captain1986 / captainblackboard
optimization-algorithms,船长关于机器学习、计算机视觉和工程技术的总结和分享
User: captain1986
deep-learning computer-vision convolutional-neural-networks optimization-algorithms summary

cerndb / dist-keras
optimization-algorithms,Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
Organization: cerndb
Home Page: http://joerihermans.com/work/distributed-keras/
machine-learning deep-learning apache-spark data-parallelism distributed-optimizers keras optimization-algorithms tensorflow data-science hadoop

coin-or / python-mip
optimization-algorithms,Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
Organization: coin-or
integer-programming mip linear-programming optimization modeling optimization-tools optimization-algorithms optimization-framework

cvanaret / uno
optimization-algorithms,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.
User: cvanaret
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

cvxgrp / cvxportfolio
optimization-algorithms,Portfolio optimization and back-testing.
Organization: cvxgrp
Home Page: https://www.cvxportfolio.com
convex-optimization finance optimization optimization-algorithms optimization-methods optimizer portfolio-optimization python time-series

cvxgrp / scs
optimization-algorithms,Splitting Conic Solver
Organization: cvxgrp
convex-optimization cone-programming semidefinite-programming first-order-methods quadratic-programming linear-programming optimization solver optimization-algorithms numerical-optimization

esa / pagmo2
optimization-algorithms,A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Organization: esa
Home Page: https://esa.github.io/pagmo2/
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm

esa / pygmo2
optimization-algorithms,A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Organization: esa
Home Page: https://esa.github.io/pygmo2/
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing

evolutionary-intelligence / pypop
optimization-algorithms,PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [https://pypop.rtfd.io/]
User: evolutionary-intelligence
Home Page: https://pypop.readthedocs.io/
black-box-optimization continuous-optimization derivative-free-optimization differential-evolution direct-search estimation-of-distribution-algorithms evolution-strategies evolutionary-algorithms genetic-algorithms global-optimization gradient-free-optimization large-scale-optimization metaheuristics nonlinear-optimization numerical-optimization optimization-algorithms particle-swarm-optimization population-based-optimization random-search zeroth-order-optimization

gitabcworld / fewshotlearning
optimization-algorithms,Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"
User: gitabcworld
optimization few-shot python pytorch optimization-algorithms

haaleo / swarmlib
optimization-algorithms,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)
User: haaleo
ant-colony-optimization traveling-salesman-problem tsplib95 tsp aco pypi tsplib optimization-algorithms swarm firefly-algorithm

hiroyuki-kasai / nmflibrary
optimization-algorithms,NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
User: hiroyuki-kasai
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization

hiroyuki-kasai / sgdlibrary
optimization-algorithms,MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
User: hiroyuki-kasai
optimization optimization-algorithms machine-learning machine-learning-algorithms stochastic-optimization-algorithms stochastic-gradient-descent big-data gradient-descent-algorithm gradient logistic-regression

hybridrobotics / car-racing
optimization-algorithms,A toolkit for testing control and planning algorithm for car racing.
Organization: hybridrobotics
model-predictive-control control-barrier-functions car-racing trajectory-optimization simulation obstacle-avoidance casadi nonlinear-optimization learning optimization-algorithms

idaholab / raven
optimization-algorithms,RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.
Organization: idaholab
Home Page: https://raven.inl.gov/
risk-analysis uncertainty-quantification probabilistic-analysis data-mining optimization-algorithms parametric-analysis validation model-reduction model-calibration

imagry / aleph_star
optimization-algorithms,Reinforcement learning with A* and a deep heuristic
Organization: imagry
reinforcement-learning reinforcement-learning-algorithms dqn machine-learning-algorithms control-systems optimization-algorithms shortest-path

innoave / genevo
optimization-algorithms,Execute genetic algorithm (GA) simulations in a customizable and extensible way.
Organization: innoave
genetic-algorithm rust library framework evolutionary-algorithms optimization-algorithms search-algorithms

j-w-yun / optimizer-visualization
optimization-algorithms,Visualize Tensorflow's optimizers.
User: j-w-yun
tensorflow machine-learning optimization-algorithms learning-rate optimizer-visualization adamoptimizer gradientdescentoptimizer

jaswinder9051998 / zoofs
optimization-algorithms,zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
User: jaswinder9051998
Home Page: https://jaswinder9051998.github.io/zoofs/
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools subset-selection

kthohr / optim
optimization-algorithms,OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
User: kthohr
Home Page: https://optimlib.readthedocs.io/en/latest/
optim evolutionary-algorithms differential-evolution particle-swarm-optimization bfgs cpp cpp11 lbfgs optimization optimization-algorithms

lanl-ansi / alpine.jl
optimization-algorithms,A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
Organization: lanl-ansi
Home Page: https://lanl-ansi.github.io/Alpine.jl/latest/
optimization julia-language minlp global-optimization minlp-solver nonlinear-optimization mixed-integer-programming non-convex-optimization optimization-algorithms mixed-integer-nonlinear-programming

lequant40 / portfolio_allocation_js
optimization-algorithms,A JavaScript library to allocate and optimize financial portfolios.
User: lequant40
Home Page: https://lequant40.github.io/portfolio_allocation_js/
quantitative-finance risk-parity risk-budgeting markowitz critical-line-algorithm clustering convex-optimization portfolio-optimization fista quadratic-programming

limberc / deeplearning.ai
optimization-algorithms,
User: limberc
andrew-ng-course deep-learning natural-language-processing convolutional-neural-networks sequence-models optimization-algorithms neural-network coursera

ljvmiranda921 / pyswarms
optimization-algorithms,A research toolkit for particle swarm optimization in Python
User: ljvmiranda921
Home Page: https://pyswarms.readthedocs.io/en/latest/
algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence

lucxiong / swarm-intelligence-optimization-algorithm
optimization-algorithms,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)
User: lucxiong
csa ssa sbo wpa wps optimization-algorithms fa gsa

mlpack / ensmallen
optimization-algorithms,A header-only C++ library for numerical optimization --
Organization: mlpack
Home Page: http://ensmallen.org
optimization function-optimization minimization machine-learning deep-learning optimization-algorithms

niaorg / niapy
optimization-algorithms,Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
Organization: niaorg
Home Page: https://niapy.org
python microframework nature-inspired-algorithms swarm-intelligence optimization-algorithms hacktoberfest

nnaisense / evotorch
optimization-algorithms,Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Organization: nnaisense
Home Page: https://evotorch.ai
artificial-intelligence distributed evolutionary-algorithms evolutionary-computation gpu neural-networks neuroevolution optimization optimization-algorithms python pytorch reinforcement-learning

optimatika / ojalgo
optimization-algorithms,oj! Algorithms
Organization: optimatika
Home Page: http://ojalgo.org
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

oxfordcontrol / clarabel.jl
optimization-algorithms,Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.
Organization: oxfordcontrol
optimization convex-optimization optimization-algorithms julia-language conic-programs linear-programming quadratic-programming conic-optimization interior-point-method semidefinite-programming

oxfordcontrol / clarabel.rs
optimization-algorithms,Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.
Organization: oxfordcontrol
conic-optimization conic-programs convex-optimization interior-point-method linear-programming optimization optimization-algorithms quadratic-programming rust-lang semidefinite-programming

patwie / cppnumericalsolvers
optimization-algorithms,a lightweight header-only C++17 library of numerical optimization methods for nonlinear functions based on Eigen
User: patwie
solver optimization-algorithms optimization-tools mathematics eigen gradient-computation optimization bfgs lbfgs solvers

phonegapx / alphasickle
optimization-algorithms,多因子指数增强策略/多因子全流程实现
User: phonegapx
Home Page: http://phonegap.me/post/66.html
finance ff3 factor-analysis data-science data-visualization data-analysis mvo stock-analysis stock-price-prediction stock-market

pushkar / abagail
optimization-algorithms,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.
User: pushkar
artificial-intelligence-algorithms neural-network java machine-learning optimization-algorithms

pytlab / gaft
optimization-algorithms,A Genetic Algorithm Framework in Python (not for production level)
User: pytlab
Home Page: http://gaft.readthedocs.io/
genetic-algorithm global-optimization optimization-algorithms

star2dust / paper-simulation
optimization-algorithms,Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.
User: star2dust
paper-simulations matlab robotics cooperative-manipulation multi-agent-systems formation-control optimization-algorithms multi-robot-cooperation

tim-salzmann / l4casadi
optimization-algorithms,Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.
User: tim-salzmann
acados casadi learning-control machine-learning optimization optimization-algorithms cplusplus deep-learning python pytorch

timefoldai / timefold-solver
optimization-algorithms,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.
Organization: timefoldai
Home Page: https://timefold.ai
ai artificial-intelligence cvrp employee-scheduling vehicle-routing vehicle-routing-problem vrp vrptw maintenance-scheduling planning-algorithms

yuanhaogong / curvaturefilter
optimization-algorithms,Curvature Filters are efficient solvers for Variational Models
User: yuanhaogong
curvature curvature-filters image-processing optimization-algorithms differential-geometry opencv matlab itk python