{"repo":"tensorflow/tfjs","free":true,"listed":false,"github":"https://github.com/tensorflow/tfjs","clone":"git clone https://github.com/tensorflow/tfjs.git","description":"A WebGL accelerated JavaScript library for training and deploying ML models.","language":"TypeScript","stars":19133,"topics":["deep-learning","typescript","webgl","javascript","machine-learning","neural-network","deep-neural-network","gpu-acceleration","wasm","web-assembly"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"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 contains the logic and scripts that combine several packages. APIs: - TensorFlow.js Core, a flexible low-level API for neural networks and numerical computation. - TensorFlow.js Layers, a high-level API which implements functionality similar to Keras. - TensorFlow.js Data, a simple API to load and prepare data analogous to tf.data. - TensorFlow.js Converter, tools to import a TensorFlow SavedModel to TensorFlow.js - TensorFlow.js Vis, in-browser visualization for TensorFlow.js models - TensorFlow.js AutoML, Set of APIs to load and run models produced by AutoML Edge. Backends/Platforms: - TensorFlow.js CPU Backend, pure-JS backend for Node.js and the browser. - TensorFlow.js WebGL Backend, WebGL backend for the browser. - TensorFlow.js WASM Backend, WebAssembly backend for the browser. - TensorFlow.js ","default_branch":null,"files":null,"tree":[],"storefront":"/r/tensorflow","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tensorflow/tfjs/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}