Most popular optimization repositories and open source projects

blis

BLAS-like Library Instantiation Software Framework

317   1496   1496  

pyomo

An object-oriented algebraic modeling language in Python for structure...

434   1495   1495  

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Ev...

274   1490   1490  

Steam-Deck-Guide

Steam Deck Guide. Learn all about the Tools and Accessories that will...

47   1479   1479  

MLBox

MLBox is a powerful Automated Machine Learning python library.

274   1433   1433  

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlo...

319   1414   1414  

pypose

A library for differentiable robotics.

108   1347   1347  

BeautifulAlgorithms.jl

Concise and beautiful algorithms written in Julia

92   1344   1344  

owl

Owl - OCaml Scientific Computing @ https://ocaml.xyz

125   1247   1247  

TEASER-plusplus

A fast and robust point cloud registration library

275   1206   1206  

symforce

Fast symbolic computation, code generation, and nonlinear optimization...

126   1201   1201  

casadi

CasADi is a symbolic framework for numeric optimization implementing a...

308   1194   1194  

ModelingToolkit.jl

An acausal modeling framework for automatically parallelized scientifi...

162   1181   1181  

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agen...

353   1169   1169  

Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machi...

269   1103   1103  

Apple-Silicon-Guide

Apple Silicon Guide. Learn all about the A16 Bionic, M1, M1 Pro, M1 Ma...

55   1074   1074  

pyswarms

A research toolkit for particle swarm optimization in Python

316   1065   1065  

awesome-robotics

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

158   1065   1065  

SU2

SU2: An Open-Source Suite for Multiphysics Simulation and Design

766   1057   1057  

vizier

Python-based research interface for blackbox and hyperparameter optimi...

63   1054   1054  

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, tra...

200   1052   1052  

optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffuse...

167   1041   1041  

evotorch

Advanced evolutionary computation library built directly on top of PyT...

68   1040   1040  

tris-webpack-boilerplate

A Webpack boilerplate for static websites that has all the necessary m...

97   1016   1016  

Teaching

Teaching Materials for Dr. Waleed A. Yousef

320   1004   1004  

d912pxy

DirectX9 to DirectX12 API proxy for Guild Wars 2

93   1000   1000  

Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based...

72   997   997  

vroom

Vehicle Routing Open-source Optimization Machine

279   972   972  

Optim.jl

Optimization functions for Julia

204   943   943  

wheels

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

108   889   889  

glTF-Transform

glTF 2.0 SDK for JavaScript and TypeScript, on Web and Node.js.

91   889   889  

CPP_Optimizations_Diary

Tips and tricks to optimize your C++ code

70   882   882  

jenetics

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evoluti...

156   857   857  

pagmo2

A C++ platform to perform parallel computations of optimisation tasks...

163   856   856  

nuxt-optimized-images

🌅🚀 Automatically optimizes images used in Nuxt.js projects (JPEG, PN...

29   847   847  

eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic a...

93   837   837  

database_consistency

The tool to avoid various issues due to inconsistencies and inefficien...

34   835   835  

tiramisu

A polyhedral compiler for expressing fast and portable data parallel a...

121   834   834  

keframe

Components that optimize Flutter fluency.（Flutter 流畅度优化的通用方...

98   826   826  

react-ssr-optimization

React.js server-side rendering optimization with component memoization...

55   818   818  

CppNumericalSolvers

a lightweight C++17 library of numerical optimization methods for nonl...

199   798   798  

AutoKernel

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法...

96   752   752  

Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，pr...

75   730   730  

spot_mini_mini

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for...

156   727   727  

opticss

A CSS Optimizer

28   718   718  

hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across ma...

100   704   704  

better-monadic-for

Desugaring scala `for` without implicit `withFilter`s

31   682   682  

NotCPUCores

Work, Play, Stream - Without the Stutter. Download using Releases butt...

45   682   682  

jaxopt

Hardware accelerated, batchable and differentiable optimizers in JAX.

52   680   680  

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

73   679   679