optimization-algorithms · GitHub Topics

Jason2Brownlee / CleverAlgorithms

#算法刷题#Clever Algorithms: Nature-Inspired Programming Recipes

算法 book 机器学习 optimization-algorithms

TeX 2.08 k

6 个月前

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 plann...

人工智能 cvrp employee-scheduling vehicle-routing vehicle-routing-problem vrp vrptw operations-research Java optimization-algorithms Python solver Kotlin constraint-programming constraint-solver

Java 1.37 k

3 天前

ljvmiranda921 / pyswarms

#算法刷题#A research toolkit for particle swarm optimization in Python

particle-swarm-optimization pso swarm-intelligence 机器学习 optimization optimization-algorithms metaheuristics 算法

Python 1.34 k

10 个月前

Captain1986 / CaptainBlackboard

#计算机科学#船长关于机器学习、计算机视觉和工程技术的总结和分享

深度学习机器视觉 convolutional-neural-networks optimization-algorithms summary

C++ 1.24 k

2 年前

ahundt / awesome-robotics

#数据仓库#A curated list of awesome links and software libraries that are useful for robots.

Robotics robot ros Tensorflow 机器学习 reinforcement-learning sensors Physics Simulation 深度学习 Point cloud 数据集 optimization optimization-algorithms Awesome Lists lists list image-segmentation

1.15 k

1 年前

argmin-rs / argmin

Numerical optimization in pure Rust

optimization-algorithms optimization Rust numerical-optimization optimizer

Rust 1.13 k

2 个月前

cvxgrp / cvxportfolio

#时序数据库#Portfolio optimization and back-testing.

convex-optimization finance optimization optimization-algorithms optimizer portfolio-optimization Python time-series

Python 1.09 k

2 天前

nnaisense / evotorch

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

人工智能 evolutionary-computation neural-networks optimization-algorithms distributed gpu Python PyTorch optimization reinforcement-learning evolutionary-algorithms neuroevolution

Python 1.06 k

1 个月前

PatWie / CppNumericalSolvers

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

solver optimization-algorithms 数学 optimization bfgs solvers minimization constrained-optimization

C++ 905

12 天前

esa / pagmo2

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

optimization optimization-algorithms parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization genetic-algorithm metaheuristics 人工智能 Python

C++ 875

2 个月前

kthohr / optim

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

evolutionary-algorithms particle-swarm-optimization bfgs C++optimization optimization-algorithms openmp gradient-descent automatic-differentiation

C++ 856

1 年前

mlpack / ensmallen

#计算机科学#A header-only C++ library for numerical optimization --

optimization function-optimization minimization 机器学习深度学习 optimization-algorithms

C++ 790

1 个月前

ArashPartow / exprtk

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

C++Parser Parsing high-performance numerical-calculations mit-license 数学编译器 language scientific-computing expression-evaluator mirrored-repository optimization-algorithms expression-parser

C++ 769

1 个月前

PytLab / gaft

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

genetic-algorithm optimization-algorithms

Python 747

6 年前

AGI-Arena / MARS

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

fine-tuning large-language-models optimization-algorithms optimizer pretraining

Python 702

6 天前

cerndb / dist-keras

#计算机科学#Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

机器学习深度学习 Apache Spark data-parallelism Keras optimization-algorithms Tensorflow 数据科学 hadoop

Python 623

7 年前

100 / Solid

#算法刷题#🎯 A comprehensive gradient-free optimization framework written in Python

metaheuristics optimization optimization-algorithms Python 算法 Library 机器学习人工智能 genetic-algorithm evolutionary-algorithm simulated-annealing particle-swarm-optimization hill-climbing tabu-search

Python 579

6 年前

cvxgrp / scs

Splitting Conic Solver

convex-optimization quadratic-programming linear-programming optimization solver optimization-algorithms numerical-optimization

C 571

13 天前

coin-or / python-mip

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

linear-programming optimization modeling optimization-algorithms

Python 560

6 个月前

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 ...

ant-colony-optimization tsp pypi optimization-algorithms swarm pso particle-swarm-optimization

Python 538

4 年前