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 86 tensorflow.js learning resources frameworks tracked. 4 score above 50 (established tier). The highest-rated is OpenMined/syft.js at 57/100 with 150 stars.

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#	Framework	Score	Tier	Stars	Language
1	OpenMined/syft.js The official Syft worker for Web and Node, built in Javascript	57	Established	150	JavaScript
2	transcranial/keras-js Run Keras models in the browser, with GPU support using WebGL	55	Established	4,968	JavaScript
3	ewfian/faiss-node Node.js bindings for faiss	54	Established	139	C++
4	nikhilk/node-tensorflow Node.js + TensorFlow	54	Established	586	JavaScript
5	beenotung/tensorflow-helpers Helper functions to use tensorflow in nodejs for transfer learning, image...	49	Emerging	1	TypeScript
6	ml5js/ml5-library Friendly machine learning for the web! 🤖	48	Emerging	6,584	JavaScript
7	tensorflow/tfjs-data Simple APIs to load and prepare data for use in machine learning models	45	Emerging	67	TypeScript
8	tensorflow/tfjs-node TensorFlow powered JavaScript library for training and deploying ML models...	45	Emerging	1,055	TypeScript
9	backstopmedia/deep-learning-browser Official repository of the book "Deep learning in the browser" published by...	45	Emerging	104	JavaScript
10	generic-matrix/generics.js A minimal Deep learning library for the web.	44	Emerging	6	JavaScript
11	BlinkDL/BlinkDL A minimalist deep learning library in Javascript using WebGL + asm.js. Run...	44	Emerging	86	JavaScript
12	isair/tensorflow-load-csv 🤖 TensorFlow.js CSV loading on steroids. Clean up, normalise, transform,...	42	Emerging	44	TypeScript
13	jolibrain/deepdetect-js DeepDetect javascript client	42	Emerging	8	JavaScript
14	aaronhma/awesome-tensorflow-js Awesome TensorFlow.js - A curated list of dedicated resources to master TensorFlow.js	42	Emerging	182	—
15	BeTomorrow/ReImproveJS A framework using TensorFlow.js for Deep Reinforcement Learning	41	Emerging	122	TypeScript
16	GantMan/learn-tfjs The code for the book Learning TensorFlow.js by Gant Laborde - Published by...	41	Emerging	212	HTML
17	deepai-org/deepai-js-client Simple Javascript Client Library for Browser and Node.js for calling DeepAI's APIs	41	Emerging	40	JavaScript
18	Carla-de-Beer/p5js-projects P5js sketches (Processing for JavaScript)	40	Emerging	18	JavaScript
19	rickiepark/deep-learning-with-javascript <구글 브레인 팀에게 배우는 딥러닝 with TensorFlow.js>(길벗, 2022)의 코드 저장소	40	Emerging	22	JavaScript
20	mgechev/angular-tfjs-demo A demo application with TensorFlow.js bindings for Angular.	38	Emerging	86	TypeScript
21	SEERNET/deepaffects-node Node wrapper for DeepAffects API	37	Emerging	5	JavaScript
22	Zeta36/mushroom-detector-kerasjs I explain how to export weights from a Keras model and import those weights...	37	Emerging	13	Java
23	shiffman/Tensorflow-JS-Examples Working on some new examples with tensorflow.js and p5.js	37	Emerging	169	JavaScript
24	charliegerard/whereami.js Node.js module to predict indoor location using machine learning and WiFi...	37	Emerging	361	JavaScript
25	valamidev/NodeTFJS Server-side TensorflowJS implementation with pre-build common modells and...	35	Emerging	5	JavaScript
26	Akhilez/ml_gallery This is a master project of some experiments with Neural Networks. Every...	35	Emerging	17	JavaScript
27	hma02/deeplearnjs-practice Pure javascript deeplearnjs demos	34	Emerging	7	JavaScript
28	mgechev/ngx-tfjs 🤖 TensorFlow.js bindings for Angular	34	Emerging	94	TypeScript
29	tomasreimers/tfjs A wrapper for the TensorFlow.js library.	34	Emerging	25	JavaScript
30	repetere/tensorscript REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning...	33	Emerging	38	JavaScript
31	HR-CMGT/Javascript-Machine-Learning Reading List for Machine Learning sources, API's, ideas and tutorials.	32	Emerging	20	JavaScript
32	repetere/jsonstack-model Deep Learning Classification, LSTM Time Series, Regression and Multi-Layered...	32	Emerging	5	TypeScript
33	yasminacodes/tensorflowjs-kick-start Proyectos para empezar a trastear con la inteligencia artificial utilizando...	32	Emerging	3	JavaScript
34	eram/tensorflow-stack-ts TensorFlow.js Full-Stack Starter Kit	32	Emerging	37	TypeScript
35	ksachdeva/deeplearn-examples Examples using Deeplearn.js	32	Emerging	5	TypeScript
36	dhormale/angular-tensorFlow-integration Simplified implementation of Tensorflow.js with Angular	31	Emerging	13	TypeScript
37	erdemoflaz/money_exchanger 😋Machine learning ile para bozdurma işlemi yapan uygulama	31	Emerging	4	JavaScript
38	daelsepara/DeepLearningJS AngularJS (1.7.x) implementation of the DeepNeuralNetworkClassifier project	30	Emerging	2	JavaScript
39	wortwart/deeplearn-iris Use deeplearn.js with the Iris database for machine learning in the browser	29	Experimental	1	JavaScript
40	TannerGilbert/Run-TFLITE-models-on-the-web Run TFLITE models on the web	29	Experimental	12	JavaScript
41	abuzarmushtaq/Tensorflow.js-Development-Setup Tensorflow.js + Webpack + Babel + ESLint Development Environment. 🎉😎🚀	27	Experimental	9	JavaScript
42	sami-badawi/tensorflow-typescript-starter Starter project for TensorFlow.js in TypeScript for Node.js	27	Experimental	16	TypeScript
43	shreyansh26/DeepLearning-in-the-Browser Deploy Deep Learning models directly in the browser. Includes code for...	27	Experimental	8	JavaScript
44	deeplearning-mit-tensorflow-keras-tfjs/2019_Erste_Auflage Deep Learning mit TensorFlow, Keras und TensorFlow.js	27	Experimental	7	JavaScript
45	DrewJay/Predator Predator is a machine learning tool built on the top of TensorFlow.js, that...	26	Experimental	5	JavaScript
46	varunmamtora06/FernGallery FernGallery - An online nursery.	25	Experimental	6	JavaScript
47	flexbox/machine-learning-with-javascript Everything I know about TensorFlow with JavaScript	25	Experimental	23	JavaScript
48	abaybektursun/why-batchNorm-works Source Code For: Why Does Batch Normalization Work?	24	Experimental	2	JavaScript
49	COS301-SE-2021/TensorFlow-UI TensorFlow UI COS 301 Capstone project by Try Catch Degree.	24	Experimental	4	TypeScript
50	Creativeguru97/MachineLearning Learn everything around ML	24	Experimental	4	JavaScript
51	akimach/tensorflow17-sampler Code examples for Tensorflow 1.7	24	Experimental	5	JavaScript
52	aayusharora/TensorflowJS-NeuralNet Available on Google Codelabs	24	Experimental	3	JavaScript
53	rvegas/serverless_tensorflow_js MasterClass TensorFlow Black Box	22	Experimental	2	JavaScript
54	loretoparisi/tensorflow-node-examples Tensorflow Node.js Examples	22	Experimental	25	JavaScript
55	rohanmistry231/Tensorflow-Js-Interview-Preparation A focused resource for mastering TensorFlow.js, featuring practice problems,...	22	Experimental	14	HTML
56	Nadeesh-Malaka/ML-Base-Crystal-Identifier A full-stack web application that identifies six natural crystal varieties...	21	Experimental	—	JavaScript
57	johnpaulada/tf-for-web-devs-demo 🎉 A demo for using TensorFlow.js to scan vote ballots.	21	Experimental	1	JavaScript
58	mcp-tool-shop-org/training-studio TensorFlow.js ML bundle validator with security-first design and zero code execution	21	Experimental	—	TypeScript
59	aypy01/nerv Neural Experiments & Real-world Validation.A full-stack AI project...	21	Experimental	—	CSS
60	sbhmajum369/model-hub-JS Deep Learning models for JavaScript.	20	Experimental	6	JavaScript
61	JorgeGuerraPires/TensorFlow.js-in-Angular I have been stuyding TensorFlow.JS, and adapting to Angular/TypeScript	19	Experimental	3	—
62	nheidloff/watson-deep-learning-javascript Deploying Watson Deep Learning Models to Browsers	19	Experimental	4	TypeScript
63	aperkaz/tenforflow-js-web-worker 🤖 Offload tensorflow js into web workers for increased performance.	19	Experimental	4	TypeScript
64	HilmiZul/moex MoEx (Morning Exercise) is a game that player can catch the coin \| Based on ml5	19	Experimental	1	JavaScript
65	samarbadriddin0v/machine-learning TensorFlow.js is a comprehensive course enabling you to harness the power of...	19	Experimental	45	JavaScript
66	RonasIT/tfjs-node-helpers A library simplifying the work with TensorFlow.js in Node.	18	Experimental	2	TypeScript
67	canocalir/carty-frontend Check the demo App	18	Experimental	2	JavaScript
68	generic-github-user/tfjs-visual-editor A visual interface for TensorFlow.js code	18	Experimental	2	JavaScript
69	neungkl/diagram-dataset-generator 📝🤖 Senior Project: Flowchart generator	17	Experimental	1	JavaScript
70	waalexan/tensorflow_apps Repositório de aplicativos e projetos desenvolvidos com TensorFlow, focado...	13	Experimental	—	HTML
71	mfaridzia/micin-learning-in-react Micin Learning in React	13	Experimental	—	JavaScript
72	Ali-Fayzi/tensorflowjs-tutorial Tensorflow.JS Course in Maktabkhoone	12	Experimental	7	JavaScript
73	curiousily/Simple-Neural-Network-with-TensorFlow-js Build a simple Neural Network model in TensorFlow.js to make a laptop buying...	12	Experimental	5	JavaScript
74	whateverSpace/shapeways-frontend Shapeways is a multimedia sandbox at the bleeding edge of art and...	12	Experimental	7	JavaScript
75	generic-github-user/Neural-Turing-Machine A neural turing machine implementation using TensorFlow.js	11	Experimental	—	JavaScript
76	vairamuthushanmugavel/Tensorflow.js-Projects Machine Learning in Tensorflow.js :boom: :collision:	11	Experimental	—	JavaScript
77	bradley-holt/tfjs-demos TensorFlow.js Demos	11	Experimental	—	JavaScript
78	abinea/js-machine-learning 使用tensorflow.js进行简单的机器学习	11	Experimental	4	JavaScript
79	hayriyigit/tfjs-modelplatform Build, Compile, Train ML models by creating flowcharts - Built with React...	11	Experimental	3	JavaScript
80	RDjarbeng/ml5Test ml5js machine learning library example in React Created with CodeSandbox	11	Experimental	—	JavaScript
81	SpinettaInc/Tupp-Trigger-Library Tupp Trigger is a lightweight JavaScript library for dynamically handling...	11	Experimental	—	JavaScript
82	webduinoio/webduino-module-deeplearn 🔌 Webduino Module for Deep Learning	11	Experimental	—	JavaScript
83	arslanawandev/tfjs-master A WebGL accelerated JavaScript library for training and deploying ML models.	11	Experimental	—	TypeScript
84	koji/tensorflowjs-and-keras tensorflowjs and keras	11	Experimental	3	JavaScript
85	Ashot72/ml5-spfx-extension ml5 (friendly machine learning for the web) SharePoint Framework (SPFx) extension	10	Experimental	2	TypeScript
86	ixshel/angular-tensorflow angular machine learning, angular tensorflow, tensorflow, machine learning, angular	10	Experimental	2	TypeScript

Comparisons in this category

node-tensorflow and tfjs-node (54 vs 45)