TensorFlow.js Learning Resources ML Frameworks

Educational materials, tutorials, courses, and starter kits for learning TensorFlow.js and building ML models in JavaScript environments. Does NOT include general machine learning frameworks, non-JavaScript ML libraries, or advanced research papers.

There are 71 tensorflow.js learning resources frameworks tracked. 3 score above 50 (established tier). The highest-rated is transcranial/keras-js at 62/100 with 4,968 stars and 1,366 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	transcranial/keras-js Run Keras models in the browser, with GPU support using WebGL	62	Established	4,968	JavaScript
2	ewfian/faiss-node Node.js bindings for faiss	57	Established	139	C++
3	OpenMined/syft.js The official Syft worker for Web and Node, built in Javascript	53	Established	150	JavaScript
4	ml5js/ml5-library Friendly machine learning for the web! 🤖	48	Emerging	6,584	JavaScript
5	beenotung/tensorflow-helpers Helper functions to use tensorflow in nodejs for transfer learning, image...	47	Emerging	1	TypeScript
6	nikhilk/node-tensorflow Node.js + TensorFlow	47	Emerging	586	JavaScript
7	generic-matrix/generics.js A minimal Deep learning library for the web.	39	Emerging	6	JavaScript
8	tensorflow/tfjs-node TensorFlow powered JavaScript library for training and deploying ML models...	38	Emerging	1,055	TypeScript
9	backstopmedia/deep-learning-browser Official repository of the book "Deep learning in the browser" published by...	38	Emerging	104	JavaScript
10	tensorflow/tfjs-data Simple APIs to load and prepare data for use in machine learning models	38	Emerging	67	TypeScript
11	BlinkDL/BlinkDL A minimalist deep learning library in Javascript using WebGL + asm.js. Run...	37	Emerging	86	JavaScript
12	aaronhma/awesome-tensorflow-js Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js	35	Emerging	182	—
13	jolibrain/deepdetect-js DeepDetect javascript client	35	Emerging	8	JavaScript
14	isair/tensorflow-load-csv 🤖 TensorFlow.js CSV loading on steroids. Clean up, normalise, transform,...	35	Emerging	44	TypeScript
15	GantMan/learn-tfjs The code for the book Learning TensorFlow.js by Gant Laborde - Published by...	34	Emerging	212	HTML
16	BeTomorrow/ReImproveJS A framework using TensorFlow.js for Deep Reinforcement Learning	34	Emerging	122	TypeScript
17	deepai-org/deepai-js-client Simple Javascript Client Library for Browser and Node.js for calling DeepAI's APIs	34	Emerging	40	JavaScript
18	rickiepark/deep-learning-with-javascript <구글 브레인 팀에게 배우는 딥러닝 with TensorFlow.js>(길벗, 2022)의 코드 저장소	33	Emerging	22	JavaScript
19	Carla-de-Beer/p5js-projects P5js sketches (Processing for JavaScript)	33	Emerging	18	JavaScript
20	mgechev/angular-tfjs-demo A demo application with TensorFlow.js bindings for Angular.	31	Emerging	86	TypeScript
21	Zeta36/mushroom-detector-kerasjs I explain how to export weights from a Keras model and import those weights...	30	Emerging	13	Java
22	SEERNET/deepaffects-node Node wrapper for DeepAffects API	30	Emerging	5	JavaScript
23	shiffman/Tensorflow-JS-Examples Working on some new examples with tensorflow.js and p5.js	30	Emerging	169	JavaScript
24	charliegerard/whereami.js Node.js module to predict indoor location using machine learning and WiFi...	30	Emerging	361	JavaScript
25	Akhilez/ml_gallery This is a master project of some experiments with Neural Networks. Every...	28	Experimental	17	JavaScript
26	valamidev/NodeTFJS Server-side TensorflowJS implementation with pre-build common modells and...	28	Experimental	5	JavaScript
27	mgechev/ngx-tfjs 🤖 TensorFlow.js bindings for Angular	28	Experimental	94	TypeScript
28	hma02/deeplearnjs-practice Pure javascript deeplearnjs demos	27	Experimental	7	JavaScript
29	tomasreimers/tfjs A wrapper for the TensorFlow.js library.	27	Experimental	25	JavaScript
30	repetere/tensorscript REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning...	26	Experimental	38	JavaScript
31	HR-CMGT/Javascript-Machine-Learning Reading List for Machine Learning sources, API's, ideas and tutorials.	25	Experimental	20	JavaScript
32	repetere/jsonstack-model Deep Learning Classification, LSTM Time Series, Regression and Multi-Layered...	25	Experimental	5	TypeScript
33	eram/tensorflow-stack-ts TensorFlow.js Full-Stack Starter Kit	25	Experimental	37	TypeScript
34	yasminacodes/tensorflowjs-kick-start Proyectos para empezar a trastear con la inteligencia artificial utilizando...	25	Experimental	3	JavaScript
35	ksachdeva/deeplearn-examples Examples using Deeplearn.js	25	Experimental	5	TypeScript
36	erdemoflaz/money_exchanger 😋Machine learning ile para bozdurma işlemi yapan uygulama	24	Experimental	4	JavaScript
37	dhormale/angular-tensorFlow-integration Simplified implementation of Tensorflow.js with Angular	24	Experimental	13	TypeScript
38	daelsepara/DeepLearningJS AngularJS (1.7.x) implementation of the DeepNeuralNetworkClassifier project	23	Experimental	2	JavaScript
39	wortwart/deeplearn-iris Use deeplearn.js with the Iris database for machine learning in the browser	22	Experimental	1	JavaScript
40	TannerGilbert/Run-TFLITE-models-on-the-web Run TFLITE models on the web	22	Experimental	12	JavaScript
41	deeplearning-mit-tensorflow-keras-tfjs/2019_Erste_Auflage Deep Learning mit TensorFlow, Keras und TensorFlow.js	20	Experimental	7	JavaScript
42	sami-badawi/tensorflow-typescript-starter Starter project for TensorFlow.js in TypeScript for Node.js	20	Experimental	16	TypeScript
43	shreyansh26/DeepLearning-in-the-Browser Deploy Deep Learning models directly in the browser. Includes code for...	20	Experimental	8	JavaScript
44	abuzarmushtaq/Tensorflow.js-Development-Setup Tensorflow.js + Webpack + Babel + ESLint Development Environment. 🎉😎🚀	20	Experimental	9	JavaScript
45	Nadeesh-Malaka/ML-Base-Crystal-Identifier A full-stack web application that identifies six natural crystal varieties...	19	Experimental	—	JavaScript
46	DrewJay/Predator Predator is a machine learning tool built on the top of TensorFlow.js, that...	19	Experimental	5	JavaScript
47	mcp-tool-shop-org/training-studio TensorFlow.js ML bundle validator with security-first design and zero code execution	19	Experimental	—	TypeScript
48	aypy01/nerv Neural Experiments & Real-world Validation.A full-stack AI project...	19	Experimental	—	CSS
49	varunmamtora06/FernGallery FernGallery - An online nursery.	18	Experimental	6	JavaScript
50	flexbox/machine-learning-with-javascript Everything I know about TensorFlow with JavaScript	18	Experimental	23	JavaScript
51	Creativeguru97/MachineLearning Learn everything around ML	17	Experimental	4	JavaScript
52	akimach/tensorflow17-sampler Code examples for Tensorflow 1.7	17	Experimental	5	JavaScript
53	COS301-SE-2021/TensorFlow-UI TensorFlow UI COS 301 Capstone project by Try Catch Degree.	17	Experimental	4	TypeScript
54	aayusharora/TensorflowJS-NeuralNet Available on Google Codelabs	17	Experimental	3	JavaScript
55	abaybektursun/why-batchNorm-works Source Code For: Why Does Batch Normalization Work?	17	Experimental	2	JavaScript
56	rohanmistry231/Tensorflow-Js-Interview-Preparation A focused resource for mastering TensorFlow.js, featuring practice problems,...	16	Experimental	14	HTML
57	loretoparisi/tensorflow-node-examples Tensorflow Node.js Examples	15	Experimental	25	JavaScript
58	rvegas/serverless_tensorflow_js MasterClass TensorFlow Black Box	15	Experimental	2	JavaScript
59	johnpaulada/tf-for-web-devs-demo 🎉 A demo for using TensorFlow.js to scan vote ballots.	14	Experimental	1	JavaScript
60	sbhmajum369/model-hub-JS Deep Learning models for JavaScript.	13	Experimental	6	JavaScript
61	HilmiZul/moex MoEx (Morning Exercise) is a game that player can catch the coin \| Based on ml5	12	Experimental	1	JavaScript
62	aperkaz/tenforflow-js-web-worker 🤖 Offload tensorflow js into web workers for increased performance.	12	Experimental	4	TypeScript
63	samarbadriddin0v/machine-learning TensorFlow.js is a comprehensive course enabling you to harness the power of...	12	Experimental	45	JavaScript
64	JorgeGuerraPires/TensorFlow.js-in-Angular I have been stuyding TensorFlow.JS, and adapting to Angular/TypeScript	12	Experimental	3	—
65	nheidloff/watson-deep-learning-javascript Deploying Watson Deep Learning Models to Browsers	12	Experimental	4	TypeScript
66	mfaridzia/micin-learning-in-react Micin Learning in React	11	Experimental	—	JavaScript
67	RonasIT/tfjs-node-helpers A library simplifying the work with TensorFlow.js in Node.	11	Experimental	2	TypeScript
68	generic-github-user/tfjs-visual-editor A visual interface for TensorFlow.js code	11	Experimental	2	JavaScript
69	waalexan/tensorflow_apps Repositório de aplicativos e projetos desenvolvidos com TensorFlow, focado...	11	Experimental	—	HTML
70	canocalir/carty-frontend Check the demo App	11	Experimental	2	JavaScript
71	neungkl/diagram-dataset-generator 📝🤖 Senior Project: Flowchart generator	10	Experimental	1	JavaScript

Comparisons in this category

node-tensorflow and tfjs-node (47 vs 38)