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 33 javascript neural networks frameworks tracked. 1 score above 70 (verified tier). The highest-rated is yoshoku/hnswlib-node at 72/100 with 135 stars and 314,300 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	yoshoku/hnswlib-node hnswlib-node provides Node.js bindings for Hnswlib	72	Verified	135	C++
2	DanRuta/jsNet Javascript/WebAssembly deep learning library for MLPs and convolutional...	54	Established	142	JavaScript
3	mvrahden/reinforce-js [INACTIVE] A collection of various machine learning solver. The library is...	53	Established	31	TypeScript
4	janhuenermann/neurojs A JavaScript deep learning and reinforcement learning library.	45	Emerging	4,378	JavaScript
5	matiasvlevi/Dann Deep Neural Network Library for JavaScript.	39	Emerging	424	JavaScript
6	mvrahden/recurrent-js [INACTIVE] Amazingly simple to build and train various neural networks. The...	39	Emerging	18	TypeScript
7	DrA1ex/mind-net.js Fast and simple to use neural network implementation in pure TypeScript with...	33	Emerging	3	TypeScript
8	pabloinsente/nn-mod-cog Introduction to canonical neural network models of cognition	30	Emerging	19	JavaScript
9	agilescientific/rocky-playground An adaptation of the TensorFlow Playground, with some new datasets and...	30	Emerging	6	TypeScript
10	Lucifier129/simple-machine-learning-demo simple machine learning demo	30	Emerging	65	JavaScript
11	littensy/nanoai ✨ Minimal library for creating neural networks	27	Experimental	9	Luau
12	tvcutsem/neural-networks-and-deep-learning-in-js JavaScript port of code in Nielsen's Neural networks and deep learning book	27	Experimental	5	TypeScript
13	BenShelton/node-nn A simple neural network to run with Node.js	26	Experimental	3	JavaScript
14	Tunnelbasketballseason635/TensaiNeuro 🧠 Build and experiment with a lightweight neural network library in...	24	Experimental	—	TypeScript
15	pfnet-research/node-menoh NodeJS binding for Menoh DNN inference library	24	Experimental	5	JavaScript
16	great0108/DeepLearning Implementation of deep learning framework in pure Javascript without any...	22	Experimental	3	JavaScript
17	drewxs/sensr Semi-supervised deep learning simulation	22	Experimental	1	TypeScript
18	salieri/tartarus-deep Deep learning framework for TypeScript	22	Experimental	1	TypeScript
19	mannasoumya/grnn Simple General Regression Neural Network for NodeJS	21	Experimental	4	JavaScript
20	erupturatis/NeuralNetworkPlayground A website in which you can customize, train and visualize changes in your...	20	Experimental	19	JavaScript
21	rhaymisonbetini/ashiley-neural-network Ashiley is an open project aiming to perform the classification of images...	19	Experimental	20	JavaScript
22	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	19	Experimental	—	TypeScript
23	Jerga99/neural-network-course Neural Network Course in JS	16	Experimental	2	JavaScript
24	dataswarmproject/playground Interactive neural network visualization tool with LeakyReLU activation...	15	Experimental	—	TypeScript
25	okonma01/neural-network-playground Neural Networks can learn (almost!) anything.	15	Experimental	1	JavaScript
26	LassazVegaz/neurons Exploring the art of Connectionist Systems in AI ✨	14	Experimental	—	TypeScript
27	brianfakhoury/NeuroFYI NeuroFYI is an interactive webapp for exploring neural networks with cool...	11	Experimental	2	JavaScript
28	masasron/deepnet DeepNet is simple node based cli tool for creating machine learning...	11	Experimental	2	JavaScript
29	5sControl/inference-server-js Inference server for JS algorithms	11	Experimental	—	JavaScript
30	arjunpat/nn.js A neural network library written in TypeScript.	11	Experimental	—	TypeScript
31	lijian736/simple_cnn_demo A Simple CNN Demo in JavaScript	10	Experimental	1	JavaScript
32	zujoio-archieved/caffenode-js-build build of opencv + opencv contrib + caffe	10	Experimental	1	JavaScript
33	YigitGunduc/norch A zero dependency library to run PyTorch model with nodejs natively	10	Experimental	1	JavaScript