tfjs

by tensorflow · Machine Learning

A WebGL accelerated JavaScript library for training and deploying ML models.

New0 ratings19,137 starsActive
Machine LearningAI ApplicationTypeScriptJavaScript
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About this project

TensorFlow.js TensorFlow.js is an open-source hardware-accelerated JavaScript library for training and deploying machine learning models. Develop ML in the Browser Use flexible and intuitive APIs to build models from scratch using the low-level JavaScript linear algebra library or the high-level layers API. Develop ML in Node.js Execute native TensorFlow with the same TensorFlow.js API under the Node.js runtime. Run Existing models Use TensorFlow.js model converters to run pre-existing TensorFlow models right in the browser. Retrain Existing models Retrain pre-existing ML models using sensor data connected to the browser or other client-side data. About this repo This repository…

Technologies

TypeScriptJavaScriptPythonC++Starlarkdeep-learningdeep-neural-networkgpu-acceleration

Project health

Recently updated
Last update2 months ago
Contributors341
Latest releasetfjs-v4.22.0
Open issues & PRs382
LicenseApache-2.0
On GitHubsince 2018

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