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optimization-algorithms x

374 search results found

Pyswarms ⭐ 1,154

A research toolkit for particle swarm optimization in Python

Captainblackboard ⭐ 1,047

船长关于机器学习、计算机视觉和工程技术的总结和分享

Evotorch ⭐ 941

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

Numerical optimization in pure Rust

Awesome Robotics ⭐ 817

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

Cppnumericalsolvers ⭐ 766

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

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

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

Cvxportfolio ⭐ 717

Portfolio optimization and back-testing.

A Genetic Algorithm Framework in Python

Ensmallen ⭐ 675

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

Dist Keras ⭐ 611

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

Platypus ⭐ 524

A Free and Open Source Python Library for Multiobjective Optimization

🎯 A comprehensive gradient-free optimization framework written in Python

Splitting Conic Solver

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

Python Mip ⭐ 483

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

constrained nonlinear optimization for scientific machine learning, UQ, and AI

Image-processing software for cryo-electron microscopy

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

Moeaframework ⭐ 308

A Free and Open Source Java Framework for Multiobjective Optimization

Incubator Kie Optaplanner Quickstarts ⭐ 307

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

Unconstrained function minimization in Javascript

Curvaturefilter ⭐ 261

Curvature Filters are efficient solvers for Variational Models

Abagail ⭐ 249

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.

Manopt, a Matlab toolbox for optimization on manifolds

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

Sparse Optimisation Research Code

Alpine.jl ⭐ 233

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

Graph_comb_opt ⭐ 232

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

Enjoy Hamburger ⭐ 228

[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?

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.

Aleph_star ⭐ 209

Reinforcement learning with A* and a deep heuristic

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

Nmflibrary ⭐ 201

MATLAB library for non-negative matrix factorization (NMF): Version 2.1

Fewshotlearning ⭐ 199

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

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

Clarabel.rs ⭐ 192

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

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

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

L4casadi ⭐ 175

Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab

Swarm Intelligence Optimization Algorithm ⭐ 160

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)

Car Racing ⭐ 153

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

Portfolio_allocation_js ⭐ 148

A JavaScript library to allocate and optimize financial portfolios.

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

Clarabel.jl ⭐ 141

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

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

Matlab and Python toolbox for fast Total Variation proximity operators

A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT

A Python library for mathematical optimization

Typesafe, purely functional Computational Intelligence

Optimviz ⭐ 119

Visualize optimization algorithms in MATLAB.

Biteopt ⭐ 118

Derivative-Free Global Optimization Method (C++, Python binding)

Proximalalgorithms.jl ⭐ 117

Proximal algorithms for nonsmooth optimization in Julia

Genetic algorithm for unsupervised machine learning in Go.

Deeplearning.ai ⭐ 110

C++ Large Scale Genetic Programming

Cuopt Resources ⭐ 105

A collection of NVIDIA cuOpt samples and other resources

NOMAD - A blackbox optimization software

Optimizer Visualization ⭐ 101

Visualize Tensorflow's optimizers.

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

Tradingstrategies ⭐ 96

Algorithmic trading strategies

Viz_torch_optim ⭐ 96

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

Paper Simulation ⭐ 93

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

Swarmlib ⭐ 90

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)

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

Frankwolfe.jl ⭐ 88

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

Psgd_torch ⭐ 86

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

Distributedevolutionarycomputation ⭐ 84

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.

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

Powell's Derivative-Free Optimization solvers.

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

Jestimator ⭐ 77

Amos optimizer with JEstimator lib.

Nuxt Prune Html ⭐ 77

🔌⚡ Nuxt module to prune html before sending it to the browser (it removes elements matching CSS selector(s)), useful for boosting performance showing a different HTML for bots/audits by removing all the scripts with dynamic rendering

Paradiseo ⭐ 74

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

Procrustes ⭐ 74

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

👁🙅‍♀️Differentially Private Optimization Algorithms for PyTorch

Proximal optimization in pure python

Csmath 2020 ⭐ 71

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU

Trajectory optimization algorithms for robotic control.

Hyper Engine ⭐ 69

Python library for Bayesian hyper-parameters optimization

Auxilearn ⭐ 68

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

A collection of algorithms for the (Resource) Constrained Shortest Path problem in Python / C++ / C#

Llm Optimizers Papers ⭐ 67

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

Structuredoptimization.jl ⭐ 67

Structured optimization in Julia

Multi-objective Bayesian optimization

Pybobyqa ⭐ 64

Python-based Derivative-Free Optimization with Bound Constraints

Gcmma Mma Python ⭐ 63

Python implementation of the Method of Moving Asymptotes (MMA)

Pyharmonysearch ⭐ 62

pyHarmonySearch is a pure Python implementation of the harmony search (HS) global optimization algorithm.

Minotaur ⭐ 62

Minotaur Toolkit for Mixed-Integer Nonlinear Optimization

Nonlinear Optimization Algorithms ⭐ 62

MATLAB implementations of a variety of nonlinear programming algorithms.

A genetic algorithm implementation in python

Hybridprecodingopt ⭐ 56

Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0

Machine Learning In Python Workshop ⭐ 54

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

Iterated Racing for Automatic Algorithm Configuration

Fireflyalgorithm ⭐ 53

Implementation of Firefly Algorithm in Python

Liboptimization ⭐ 52

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

Riemannian stochastic optimization algorithms: Version 1.0.3

Liboptpy ⭐ 51

Implementation of various optimization methods

1-100 of 374 search results

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