JavaScript Neural Networks ML Frameworks

Pure JavaScript/TypeScript neural network libraries for building and training custom neural networks from scratch. Does NOT include pre-trained model inference engines, deep learning frameworks with GPU support, or bindings to external DNN libraries.

There are 43 javascript neural networks frameworks tracked. 2 score above 50 (established tier). The highest-rated is yoshoku/hnswlib-node at 59/100 with 135 stars.

Get all 43 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	yoshoku/hnswlib-node hnswlib-node provides Node.js bindings for Hnswlib	59	Established	135	C++
2	DanRuta/jsNet Javascript/WebAssembly deep learning library for MLPs and convolutional...	50	Established	142	JavaScript
3	mvrahden/reinforce-js [INACTIVE] A collection of various machine learning solver. The library is...	48	Emerging	31	TypeScript
4	janhuenermann/neurojs A JavaScript deep learning and reinforcement learning library.	45	Emerging	4,378	JavaScript
5	mvrahden/recurrent-js [INACTIVE] Amazingly simple to build and train various neural networks. The...	41	Emerging	18	TypeScript
6	DrA1ex/mind-net.js Fast and simple to use neural network implementation in pure TypeScript with...	40	Emerging	3	TypeScript
7	matiasvlevi/Dann Deep Neural Network Library for JavaScript.	39	Emerging	424	JavaScript
8	pabloinsente/nn-mod-cog Introduction to canonical neural network models of cognition	37	Emerging	19	JavaScript
9	agilescientific/rocky-playground An adaptation of the TensorFlow Playground, with some new datasets and...	37	Emerging	6	TypeScript
10	littensy/nanoai ✨ Minimal library for creating neural networks	34	Emerging	9	Luau
11	tvcutsem/neural-networks-and-deep-learning-in-js JavaScript port of code in Nielsen's Neural networks and deep learning book	34	Emerging	5	TypeScript
12	BenShelton/node-nn A simple neural network to run with Node.js	33	Emerging	3	JavaScript
13	Lucifier129/simple-machine-learning-demo simple machine learning demo	30	Emerging	65	JavaScript
14	mannasoumya/grnn Simple General Regression Neural Network for NodeJS	30	Emerging	4	JavaScript
15	drewxs/sensr Semi-supervised deep learning simulation	29	Experimental	1	TypeScript
16	great0108/DeepLearning Implementation of deep learning framework in pure Javascript without any...	29	Experimental	3	JavaScript
17	salieri/tartarus-deep Deep learning framework for TypeScript	29	Experimental	1	TypeScript
18	pfnet-research/node-menoh NodeJS binding for Menoh DNN inference library	29	Experimental	5	JavaScript
19	erupturatis/NeuralNetworkPlayground A website in which you can customize, train and visualize changes in your...	27	Experimental	19	JavaScript
20	rhaymisonbetini/ashiley-neural-network Ashiley is an open project aiming to perform the classification of images...	26	Experimental	20	JavaScript
21	Tunnelbasketballseason635/TensaiNeuro 🧠 Build and experiment with a lightweight neural network library in...	23	Experimental	—	TypeScript
22	Jerga99/neural-network-course Neural Network Course in JS	23	Experimental	2	JavaScript
23	yongsiliang/mvc-v6-digital-neuron MVC-V6 数字神经元系统 - 具备持久记忆、自我意识、元认知能力的智能体	21	Experimental	—	TypeScript
24	brianfakhoury/NeuroFYI NeuroFYI is an interactive webapp for exploring neural networks with cool...	18	Experimental	2	JavaScript
25	masasron/deepnet DeepNet is simple node based cli tool for creating machine learning...	18	Experimental	2	JavaScript
26	YigitGunduc/norch A zero dependency library to run PyTorch model with nodejs natively	17	Experimental	1	JavaScript
27	lijian736/simple_cnn_demo A Simple CNN Demo in JavaScript	17	Experimental	1	JavaScript
28	dataswarmproject/playground Interactive neural network visualization tool with LeakyReLU activation...	17	Experimental	—	TypeScript
29	okonma01/neural-network-playground Neural Networks can learn (almost!) anything.	15	Experimental	1	JavaScript
30	LassazVegaz/neurons Exploring the art of Connectionist Systems in AI ✨	13	Experimental	—	TypeScript
31	arjunpat/nn.js A neural network library written in TypeScript.	13	Experimental	—	TypeScript
32	5sControl/inference-server-js Inference server for JS algorithms	13	Experimental	—	JavaScript
33	axiomchronicles/neural_playground A modern, interactive Neural Playground built with React, Vite, Tailwind,...	13	Experimental	2	TypeScript
34	zujoio-archieved/caffenode-js-build build of opencv + opencv contrib + caffe	12	Experimental	1	JavaScript
35	damzaky/Neural-Network-Playground Online neural network playground to see how neural network works in real-time!	12	Experimental	6	JavaScript
36	DrewJay/VectorVanilla Experimental implementation of deep learning library in TypeScript.	11	Experimental	3	TypeScript
37	MikeKuijper/marvin.js A JavaScript library for custom neural networks	11	Experimental	—	JavaScript
38	Angad-2002/Boolean_NN_App This web app allows users to input a Boolean function and neural network...	11	Experimental	—	JavaScript
39	freire-guido/malbec "Machine Learning Backpropagation Execution" is a simple machine learning...	11	Experimental	—	JavaScript
40	beenotung/neural-network.ts Lightweight TypeScript neural network library with back-propagation and...	11	Experimental	—	TypeScript
41	AleNarder/micronn Typescript only neural networks library	11	Experimental	—	TypeScript
42	Apozzi/convnetjs-extras Builds on the core functionalities of convnetjs by adding more features and...	11	Experimental	—	JavaScript
43	tkc/node-neural-network Built with only pure typescript, neural network iris sample.	11	Experimental	—	TypeScript