optimization-algorithms | Topic | Ecosyste.ms: Repos

Topic: "optimization-algorithms"

Jason2Brownlee/CleverAlgorithms

Clever Algorithms: Nature-Inspired Programming Recipes

Language: TeX - Size: 26.6 MB - Last synced at: 4 days ago - Pushed at: 7 months ago - Stars: 2,078 - Forks: 335

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.

Language: Java - Size: 256 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 1,385 - Forks: 144

ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

Language: Python - Size: 64 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 1,346 - Forks: 338

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

Language: C++ - Size: 105 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 1,240 - Forks: 198

ahundt/awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

Size: 190 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 1,168 - Forks: 166

argmin-rs/argmin

Numerical optimization in pure Rust

Language: Rust - Size: 48.4 MB - Last synced at: about 10 hours ago - Pushed at: about 12 hours ago - Stars: 1,140 - Forks: 93

cvxgrp/cvxportfolio

Portfolio optimization and back-testing.

Language: Python - Size: 175 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1,088 - Forks: 271

nnaisense/evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Language: Python - Size: 49.9 MB - Last synced at: 25 days ago - Pushed at: about 2 months ago - Stars: 1,064 - Forks: 71

PatWie/CppNumericalSolvers

a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates

Language: C++ - Size: 694 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 903 - Forks: 204

esa/pagmo2

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 58.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 877 - Forks: 166

kthohr/optim

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

Language: C++ - Size: 11.7 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 853 - Forks: 140

mlpack/ensmallen

A header-only C++ library for numerical optimization --

Language: C++ - Size: 5.07 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 789 - Forks: 128

ArashPartow/exprtk

C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html

Language: C++ - Size: 5.81 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 759 - Forks: 276

PytLab/gaft

A Genetic Algorithm Framework in Python (not for production level)

Language: Python - Size: 7.02 MB - Last synced at: 27 days ago - Pushed at: over 6 years ago - Stars: 747 - Forks: 218

AGI-Arena/MARS

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

Language: Python - Size: 2.03 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 623 - Forks: 47

cerndb/dist-keras 📦

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

Language: Python - Size: 54.6 MB - Last synced at: 22 days ago - Pushed at: almost 7 years ago - Stars: 623 - Forks: 167

100/Solid

🎯 A comprehensive gradient-free optimization framework written in Python

Language: Python - Size: 268 KB - Last synced at: about 2 months ago - Pushed at: almost 6 years ago - Stars: 579 - Forks: 59

cvxgrp/scs

Splitting Conic Solver

Language: C - Size: 11.3 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 572 - Forks: 138

coin-or/python-mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Language: Python - Size: 106 MB - Last synced at: 24 days ago - Pushed at: 7 months ago - Stars: 561 - Forks: 97

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)

Language: Python - Size: 192 MB - Last synced at: 17 days ago - Pushed at: over 4 years ago - Stars: 538 - Forks: 110

esa/pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Language: C++ - Size: 13.9 MB - Last synced at: 15 days ago - Pushed at: 11 months ago - Stars: 484 - Forks: 61

optimatika/ojAlgo

oj! Algorithms

Language: JetBrains MPS - Size: 74.9 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 480 - Forks: 214

Tim-Salzmann/l4casadi

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

Language: Python - Size: 24.4 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 473 - Forks: 38

3dem/relion

Image-processing software for cryo-electron microscopy

Language: C++ - Size: 58.2 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 465 - Forks: 205

oxfordcontrol/Clarabel.rs

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

Language: Rust - Size: 1.51 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 440 - Forks: 35

YuanhaoGong/CurvatureFilter

Curvature Filters are efficient solvers for Variational Models

Language: C++ - Size: 33.7 MB - Last synced at: about 2 months ago - Pushed at: over 6 years ago - Stars: 390 - Forks: 107

j-w-yun/optimizer-visualization

Visualize Tensorflow's optimizers.

Language: Python - Size: 219 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 387 - Forks: 54

star2dust/paper-simulation

Let's reproduce paper simulations of multi-robot systems, formation control, distributed optimization and cooperative manipulation.

Language: MATLAB - Size: 35.7 MB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 376 - Forks: 85

benfred/fmin

Unconstrained function minimization in Javascript

Language: JavaScript - Size: 1.35 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 363 - Forks: 66

cvanaret/Uno

A next-gen SQP & barrier solver for nonlinearly constrained optimization

Language: C++ - Size: 46.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 348 - Forks: 27

NVIDIA/cuopt-examples

NVIDIA cuOpt examples for decision optimization

Language: Jupyter Notebook - Size: 22.7 MB - Last synced at: 2 days ago - Pushed at: about 1 month ago - Stars: 340 - Forks: 46

apache/incubator-kie-optaplanner-quickstarts

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

Language: Java - Size: 7.44 MB - Last synced at: 5 days ago - Pushed at: 2 months ago - Stars: 327 - Forks: 159

imagry/aleph_star

Reinforcement learning with A* and a deep heuristic

Language: Jupyter Notebook - Size: 55.7 MB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 287 - Forks: 34

bwohlberg/sporco

Sparse Optimisation Research Code

Language: Python - Size: 13.4 MB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 269 - Forks: 40

NiaOrg/NiaPy

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

Language: Python - Size: 11.8 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 267 - Forks: 80

hiroyuki-kasai/NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Language: MATLAB - Size: 121 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 265 - Forks: 95

gitabcworld/FewShotLearning

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

Language: Python - Size: 32.2 KB - Last synced at: 2 months ago - Pushed at: almost 8 years ago - Stars: 256 - Forks: 58

acerbilab/bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

Language: MATLAB - Size: 4.42 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 251 - Forks: 39

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, etc.). [https://jmlr.org/papers/v25/23-0386.html]

Language: Python - Size: 959 MB - Last synced at: about 10 hours ago - Pushed at: about 12 hours ago - Stars: 250 - Forks: 39

lanl-ansi/Alpine.jl

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

Language: Julia - Size: 5.48 MB - Last synced at: 17 days ago - Pushed at: 3 months ago - Stars: 248 - Forks: 42

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.

Language: Java - Size: 2.17 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 248 - Forks: 486

jaswinder9051998/zoofs

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.

Language: Python - Size: 6.75 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 245 - Forks: 46

idaholab/raven

RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.

Language: Python - Size: 792 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 235 - Forks: 139

albarji/proxTV

Matlab and Python toolbox for fast Total Variation proximity operators

Language: C++ - Size: 7.22 MB - Last synced at: 16 days ago - Pushed at: over 5 years ago - Stars: 231 - Forks: 60

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)

Language: Python - Size: 106 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 224 - Forks: 34

oxfordcontrol/Clarabel.jl

Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.

Language: Julia - Size: 94.5 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 207 - Forks: 20

meco-group/fatrop

Fatrop is a nonlinear optimal control problem solver that aims to be fast, support a broad class of optimal control problems and achieve a high numerical robustness.

Language: C++ - Size: 10.6 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 205 - Forks: 22

hiroyuki-kasai/SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

Language: MATLAB - Size: 31.3 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 194 - Forks: 87

innoave/genevo

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

Language: Rust - Size: 309 KB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 183 - Forks: 29

limberc/deeplearning.ai

Language: HTML - Size: 337 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 180 - Forks: 93

lequant40/portfolio_allocation_js

A JavaScript library to allocate and optimize financial portfolios.

Language: JavaScript - Size: 2.98 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 179 - Forks: 34

HybridRobotics/car-racing

A toolkit for testing control and planning algorithm for car racing.

Language: Python - Size: 38.8 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 177 - Forks: 32

lixilinx/psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

Language: Python - Size: 3.08 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 175 - Forks: 11

phonegapX/alphasickle

多因子指数增强策略/多因子全流程实现

Language: Python - Size: 5.74 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 170 - Forks: 93

heal-research/operon

C++ Large Scale Genetic Programming

Language: C++ - Size: 22.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 165 - Forks: 32

AGI-Edgerunners/LLM-Optimizers-Papers

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 151 - Forks: 14

lacerbi/optimviz

Visualize optimization algorithms in MATLAB.

Language: MATLAB - Size: 3.22 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 150 - Forks: 33

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.32 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 148 - Forks: 9

emadehsan/csp

Algorithm for Cutting Stock Problem using Google OR-Tools. Link to the tool:

Language: Python - Size: 1.54 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 148 - Forks: 39

SoftAlgoTrade/TradingStrategies

Algorithmic trading strategies

Language: C# - Size: 44.9 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 147 - Forks: 93

bbopt/nomad

NOMAD - A blackbox optimization software

Language: C++ - Size: 294 MB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 140 - Forks: 26

Evolutionary-Intelligence/DistributedEvolutionaryComputation

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

Size: 222 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 139 - Forks: 34

JuliaFirstOrder/ProximalAlgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

Language: Julia - Size: 6.04 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 133 - Forks: 22

clarkzinzow/Nonlinear-Optimization-Algorithms

MATLAB implementations of a variety of nonlinear programming algorithms.

Language: MATLAB - Size: 30.3 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 133 - Forks: 41

WilliamLwj/PyXAB

PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms

Language: Python - Size: 13.8 MB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 127 - Forks: 30

soypat/mu8

Genetic algorithm for unsupervised machine learning in Go.

Language: Go - Size: 83 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 124 - Forks: 5

ciren/cilib

Typesafe, purely functional Computational Intelligence

Language: Scala - Size: 15.3 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 122 - Forks: 102

attilatorda/Shift-To-Middle_Array

An implementation strategy for lists, queues, deque(ue)s.

Language: Java - Size: 351 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 121 - Forks: 1

MerkulovDaniil/optim

💎A site, that contains systematic optimization methods and theory review

Language: Jupyter Notebook - Size: 388 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 118 - Forks: 105

theochem/procrustes

Python library for finding the optimal transformation(s) that makes two matrices as close as possible to each other.

Language: Python - Size: 22.1 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 118 - Forks: 23

pmelchior/proxmin

Proximal optimization in pure python

Language: Python - Size: 294 KB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 118 - Forks: 25

JeffFessler/MIRT.jl

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

Language: Julia - Size: 2.26 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 115 - Forks: 28

snrazavi/Machine-Learning-in-Python-Workshop

My workshop on machine learning using python language to implement different algorithms

Language: Jupyter Notebook - Size: 23 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 111 - Forks: 63

ZIB-IOL/FrankWolfe.jl

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

Language: Julia - Size: 367 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 109 - Forks: 23

wassname/viz_torch_optim

Videos of deep learning optimizers moving on 3D problem-landscapes

Language: Jupyter Notebook - Size: 21.1 MB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 108 - Forks: 13

nojhan/paradiseo

An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

Language: C++ - Size: 1.01 GB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 106 - Forks: 36

control-toolbox/OptimalControl.jl

Model and solve optimal control problems in Julia

Language: Julia - Size: 114 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 105 - Forks: 9

pdfo/pdfo

Powell's Derivative-Free Optimization solvers.

Language: Fortran - Size: 4.05 MB - Last synced at: 6 days ago - Pushed at: 2 months ago - Stars: 103 - Forks: 25

bentrevett/a-tour-of-pytorch-optimizers

A tour of different optimization algorithms in PyTorch.

Language: Jupyter Notebook - Size: 7.06 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 95 - Forks: 27

tanmoyie/Operations-Research-Theory

Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.

Language: Python - Size: 97 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 95 - Forks: 50