8 best JavaScript GPU libraries in 2024
by marketing.admin@openweaver.com Updated: Jan 14, 2023
Guide Kit
A GPU (Graphics Processing Unit) is a programmable logic chip that executes many operations in parallel, especially for graphics computations. GPUs are essential for running heavy applications and thus are widely used in various areas of modern technology. In the world of web development, the GPU can be utilized to accelerate performing heavy computations. JavaScript is undoubtedly one of the most popular programming languages in the world. It is used to create dynamic web pages, build mobile apps and games, and even run servers thanks to NodeJS. And now it can also be used for GPU computing. NPM is the default package manager for JavaScript. It’s used by millions of developers to build and manage software. GPUs are already being used for quite some time in desktop and mobile applications like Adobe Premiere, Photoshop, After Effects or even games. Popular open-source libraries for JavaScript GPU among developers include: gpu.js - GPU Accelerated JavaScript; scalene - high precision CPU, GPU, and memory profiler; pai -Resource scheduling and cluster management for AI.
WebGL-Fluid-Simulationby PavelDoGreat
Play with fluids in your browser (works even on mobile)
WebGL-Fluid-Simulationby PavelDoGreat
JavaScript 13400 Version:Current License: Permissive (MIT)
scaleneby plasma-umass
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
scaleneby plasma-umass
JavaScript 7779 Version:v1.5.21.4 License: Permissive (Apache-2.0)
keras-jsby transcranial
Run Keras models in the browser, with GPU support using WebGL
keras-jsby transcranial
JavaScript 4936 Version:v0.3.0 License: Permissive (MIT)
jsby turbo
turbo.js - perform massive parallel computations in your browser with GPGPU.
jsby turbo
JavaScript 2600 Version:1.0.2 License: Permissive (MIT)
paiby microsoft
Resource scheduling and cluster management for AI
paiby microsoft
JavaScript 2502 Version:v1.8.0 License: Permissive (MIT)
webgl-windby mapbox
Wind power visualization with WebGL particles
webgl-windby mapbox
JavaScript 833 Version:Current License: Permissive (ISC)
webgl-gpu-power-estimationby gkjohnson
Utility for estimating the power of the GPU in the browser using WebGL debug parameters.
webgl-gpu-power-estimationby gkjohnson
JavaScript 34 Version:v0.0.1 License: Permissive (MIT)