#Optimization

Showing 60 of 263 repositories tagged #optimization, ranked by stars

ray-project
ray-project
ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Score
100
โ˜… 43.2k โ‘‚ 7.8k +6/day
Python
qarmin
qarmin
czkawka

Multi functional app to find duplicates, empty folders, similar images etc.

Score
100
โ˜… 32.0k โ‘‚ 1.1k +230/day
Fluent
svg
svg
svgo

โš™๏ธ Node.js tool for optimizing SVG files

Score
100
โ˜… 22.6k โ‘‚ 1.5k +11/day
JavaScript
aidenybai
aidenybai
million

Optimizing compiler for React

Score
100
โ˜… 17.7k โ‘‚ 598 +2/day
TypeScript
kmario23
kmario23
deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Score
93
โ˜… 12.8k โ‘‚ 3.0k +2/day
HTML
bayesian-optimization
bayesian-optimization
BayesianOptimization

A Python implementation of global optimization with gaussian processes.

Score
94
โ˜… 8.7k โ‘‚ 1.6k +8/day
Python
guofei9987
guofei9987
scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Score
83
โ˜… 6.6k โ‘‚ 1.1k +3/day
Python
cvxpy
cvxpy
cvxpy

A Python-embedded modeling language for convex optimization problems.

Score
89
โ˜… 6.3k โ‘‚ 1.2k +7/day
C++
Marker-Inc-Korea
Marker-Inc-Korea
AutoRAG

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

Score
78
โ˜… 4.9k โ‘‚ 406 +5/day
Python
CalebFenton
CalebFenton
simplify

Android virtual machine and deobfuscator

Score
100
โ˜… 4.6k โ‘‚ 454 โ€”
Java
pytorch
pytorch
serve

Serve, optimize and scale PyTorch models in production

Score
71
โ˜… 4.3k โ‘‚ 883 โ€”
Java
algorithmicsuperintelligence
algorithmicsuperintelligence
optillm

Optimizing inference proxy for LLMs

Score
100
โ˜… 4.2k โ‘‚ 368 +6/day
Python
privatenumber
privatenumber
esbuild-loader

๐Ÿ’  Speed up your Webpack with esbuild โšก๏ธ

Score
88
โ˜… 3.6k โ‘‚ 103 โ€”
TypeScript
apache
apache
incubator-kie-optaplanner

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

Score
100
โ˜… 3.5k โ‘‚ 975 โ€”
Java
MrNeRF
MrNeRF
LichtFeld-Studio

Train, inspect, edit, automate, and export 3D Gaussian Splatting scenes from a single native application.

Score
99
โ˜… 3.4k โ‘‚ 384 +18/day
C++
PennyLaneAI
PennyLaneAI
pennylane

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

Score
72
โ˜… 3.3k โ‘‚ 826 โ€”
Python
jslee02
jslee02
awesome-robotics-libraries

:sunglasses: A curated list of robotics libraries and software

Score
98
โ˜… 3.0k โ‘‚ 489 +1/day
Python
scikit-optimize
scikit-optimize
scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

Score
90
โ˜… 2.8k โ‘‚ 559 โ€”
Python
unslothai
unslothai
hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Score
85
โ˜… 2.5k โ‘‚ 162 +1/day
Jupyter Notebook
google-deepmind
google-deepmind
optax

Optax is a gradient processing and optimization library for JAX.

Score
96
โ˜… 2.3k โ‘‚ 341 +1/day
Python
cyrilwanner
cyrilwanner
next-optimized-images

๐ŸŒ… next-optimized-images automatically optimizes images used in next.js projects (jpeg, png, svg, webp and gif).

Score
62
โ˜… 2.2k โ‘‚ 85 โ€”
JavaScript
ahmedfgad
ahmedfgad
GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Score
97
โ˜… 2.2k โ‘‚ 499 +2/day
Python
dfeneyrou
dfeneyrou
palanteer

Visual Python and C++ nanosecond profiler, logger, tests enabler

Score
74
โ˜… 2.2k โ‘‚ 97 โ€”
C++
mikeroyal
mikeroyal
Steam-Deck-Guide

Steam Deck Guide. Learn all about the Tools, Accessories, Games, Emulators, and Gaming Tips that will make your Steam Deck an awesome Gaming Handheld or a Portable Computer Workstation.

Score
50
โ˜… 2.2k โ‘‚ 58 +3/day
Rust
EasyEngine
EasyEngine
easyengine

Command-line control panel for Nginx Server to manage WordPress sites running on Nginx, PHP, MySQL, and Let's Encrypt

Score
100
โ˜… 2.2k โ‘‚ 429 โ€”
PHP
osqp
osqp
osqp

The Operator Splitting QP Solver

Score
91
โ˜… 2.2k โ‘‚ 416 +2/day
C
reactopt
reactopt
reactopt

A CLI React performance optimization tool that identifies potential unnecessary re-rendering

Score
63
โ˜… 2.0k โ‘‚ 43 โ€”
JavaScript
google
google
vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Score
94
โ˜… 1.7k โ‘‚ 111 +2/day
Python
deepsense-ai
deepsense-ai
ragbits

Building blocks for rapid development of GenAI applications

Score
94
โ˜… 1.7k โ‘‚ 140 +1/day
Python
dmlc
dmlc
nnvm
Score
67
โ˜… 1.6k โ‘‚ 274 โ€”
C++
symforce-org
symforce-org
symforce

Fast symbolic computation, code generation, and nonlinear optimization for robotics

Score
92
โ˜… 1.6k โ‘‚ 171 +1/day
C++
pypose
pypose
pypose

A library for differentiable robotics on manifolds.

Score
90
โ˜… 1.6k โ‘‚ 127 โ€”
Python
tensorflow
tensorflow
model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Score
95
โ˜… 1.6k โ‘‚ 348 โ€”
Python
AxeldeRomblay
AxeldeRomblay
MLBox

MLBox is a powerful Automated Machine Learning python library.

Score
80
โ˜… 1.5k โ‘‚ 273 โ€”
Python
ahundt
ahundt
awesome-robotics

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

Score
60
โ˜… 1.5k โ‘‚ 185 +2/day
mossr
mossr
BeautifulAlgorithms.jl

Concise and beautiful algorithms written in Julia

Score
58
โ˜… 1.4k โ‘‚ 97 โ€”
Julia
ljvmiranda921
ljvmiranda921
pyswarms

A research toolkit for particle swarm optimization in Python

Score
66
โ˜… 1.4k โ‘‚ 337 โ€”
Python
owlbarn
owlbarn
owl

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

Score
69
โ˜… 1.3k โ‘‚ 130 +1/day
OCaml
LiYangHart
LiYangHart
Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Score
61
โ˜… 1.3k โ‘‚ 303 โ€”
Jupyter Notebook
PrunaAI
PrunaAI
pruna

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

Score
89
โ˜… 1.2k โ‘‚ 94 +2/day
Python
nnaisense
nnaisense
evotorch

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

Score
88
โ˜… 1.1k โ‘‚ 79 +1/day
Python
DrWaleedAYousef
DrWaleedAYousef
Teaching

Teaching Materials for Dr. Waleed A. Yousef

Score
76
โ˜… 1.0k โ‘‚ 316 โ€”
Mathematica
LianjiaTech
LianjiaTech
keframe

Components that optimize Flutter fluency.๏ผˆFlutter ๆต็•…ๅบฆไผ˜ๅŒ–็š„้€š็”จๆ–นๆกˆ๏ผŒ่ฝปๆพ่งฃๅ†ณๅก้กฟ้—ฎ้ข˜๏ผ‰

Score
80
โ˜… 1.0k โ‘‚ 107 โ€”
Dart
pacak
pacak
cargo-show-asm

cargo subcommand showing the assembly, LLVM-IR and MIR generated for Rust code

Score
88
โ˜… 964 โ‘‚ 50 +5/day
Rust
Tiramisu-Compiler
Tiramisu-Compiler
tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

Score
54
โ˜… 960 โ‘‚ 137 โ€”
C++
dingran
dingran
quant-notes

Quantitative Interview Preparation Guide, updated version here ==>

Score
28
โ˜… 958 โ‘‚ 140 โ€”
Jupyter Notebook
OpenQuadruped
OpenQuadruped
spot_mini_mini

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Score
56
โ˜… 929 โ‘‚ 192 โ€”
C++
esa
esa
pagmo2

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

Score
67
โ˜… 929 โ‘‚ 181 โ€”
C++
MaxHalford
MaxHalford
eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Score
50
โ˜… 906 โ‘‚ 97 โ€”
Go
jenetics
jenetics
jenetics

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

Score
89
โ˜… 900 โ‘‚ 160 โ€”
Java
mind
mind
wheels

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

Score
52
โ˜… 883 โ‘‚ 105 โ€”
cvg
cvg
GeoCalib

GeoCalib: Learning Single-image Calibration with Geometric Optimization (ECCV 2024)

Score
85
โ˜… 866 โ‘‚ 60 +3/day
Python
alteryx
alteryx
evalml

EvalML is an AutoML library written in python.

Score
95
โ˜… 849 โ‘‚ 93 +1/day
Python
abdallahdib
abdallahdib
NextFace

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

Score
51
โ˜… 819 โ‘‚ 103 โ€”
Jupyter Notebook
mlpack
mlpack
ensmallen

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

Score
83
โ˜… 811 โ‘‚ 137 โ€”
C++
locuslab
locuslab
qpth

A fast and differentiable QP solver for PyTorch.

Score
50
โ˜… 797 โ‘‚ 112 โ€”
Python
MarekKowalski
MarekKowalski
FaceSwap

3D face swapping implemented in Python

Score
53
โ˜… 758 โ‘‚ 209 โ€”
Python
optiland
optiland
optiland

Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

Score
61
โ˜… 757 โ‘‚ 163 +11/day
Python
qpsolvers
qpsolvers
qpsolvers

Quadratic programming solvers in Python with a unified API

Score
50
โ˜… 754 โ‘‚ 104 +1/day
Python
Azure
Azure
CCOInsights

Welcome to the Continuous Cloud Optimization Power BI Dashboard GitHub Project. In this repository you will find all the guidance and files needed to deploy the Dashboard in your environment to take benefit of a single pane of glass to get insights about your Azure resources and services.

Score
29
โ˜… 754 โ‘‚ 221 +1/day
Mathematica
Related Topics
#machine-learning#deep-learning#python#pytorch#data-science#reinforcement-learning#genetic-algorithm#evolutionary-algorithms#tensorflow#computer-vision#artificial-intelligence#metaheuristics

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