JavaScript GPU Tensor Libraries ML Frameworks

Frameworks and libraries for GPU-accelerated tensor computation, linear algebra, and neural network inference in JavaScript/TypeScript/Node.js environments. Does NOT include general ML model serving, higher-level training frameworks for Python, or application-specific implementations (like game AI or medical imaging).

There are 50 javascript gpu tensor libraries frameworks tracked. 1 score above 70 (verified tier). The highest-rated is tensorflow/tfjs at 80/100 with 19,114 stars and 1,313,493 monthly downloads.

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#	Framework	Score	Tier	Stars	Language
1	tensorflow/tfjs A WebGL accelerated JavaScript library for training and deploying ML models.	80	Verified	19,114	TypeScript
2	microsoft/DMTK Microsoft Distributed Machine Learning Toolkit	51	Established	2,744	—
3	nnstreamer/api Machine Learning API (Origin: C++: SNAP, C/C#: Tizen API, Java:...	48	Emerging	24	C
4	tensorflow/tfjs-core WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.	47	Emerging	8,456	TypeScript
5	R-js/blasjs Pure Javascript manually written :ok_hand: implementation of BLAS, Many...	43	Emerging	294	TypeScript
6	RedisAI/redisai-js A high-performance JavaScript client for RedisAI	42	Emerging	13	TypeScript
7	Phantasm0009/accel-gpu NumPy for the browser GPU — zero shaders, zero dependencies	40	Emerging	2	TypeScript
8	mljs/matrix Matrix manipulation and computation library	40	Emerging	386	JavaScript
9	phun-ky/wrapture Wrapture lets you go from a Python-trained model to deployable JavaScript...	39	Emerging	2	TypeScript
10	r-chong/TSTorch A PyTorch-style runtime library in TypeScript + WebGPU. Built to understand...	37	Emerging	39	TypeScript
11	Hedgehog-Computing/hedgehog-lab Run, compile and execute JavaScript for Scientific Computing and Data...	37	Emerging	2,384	TypeScript
12	mni-ml/TSTorch A PyTorch-style runtime library in TypeScript + WebGPU. Built to understand...	37	Emerging	40	TypeScript
13	runwayml/hosted-models Interact with Runway Hosted Models with only a few lines of code!	35	Emerging	57	TypeScript
14	zc911/MatrixSlow A simple deep learning framework in pure python for purpose of learning in DL	34	Emerging	447	TypeScript
15	mlajtos/L1 L1: Tensor Studio — The playground for tensors	34	Emerging	185	JavaScript
16	Paperspace/paperspace-node Paperspace API for node.js	34	Emerging	75	JavaScript
17	zanussbaum/surfgrad webgpu autograd library	33	Emerging	33	TypeScript
18	visheratin/web-ai Run modern deep learning models in the browser.	33	Emerging	852	TypeScript
19	eduardoleao052/js-pytorch A JavaScript library like PyTorch, with GPU acceleration.	33	Emerging	1,222	JavaScript
20	intel/inference-engine-node Bringing the hardware accelerated deep learning inference to Node.js and...	32	Emerging	33	JavaScript
21	m96-chan/NxPU WGSL → NPU transpiler. Compiles WebGPU shading language to native NPU...	32	Emerging	1	Rust
22	ShyamSathish005/python-react-ml Run heavy ML models in the browser without freezing the UI. Features...	32	Emerging	6	TypeScript
23	bminixhofer/tractjs Run ONNX and TensorFlow inference in the browser.	29	Experimental	75	Rust
24	Becavalier/Eufa A high efficient utility functions(encryption, machine learning, etc)...	28	Experimental	30	JavaScript
25	vinhowe/piston Train small sequence models in your browser with WebGPU.	26	Experimental	33	Rust
26	denosaurs/neo 👩‍💻 Matrix and other math, accelerated by WebGPU and WASM	25	Experimental	69	TypeScript
27	dekdokdang/MATRIX Modbus Attack Tool for Remote Industrial eXploitation (M.A.T.R.I.X) is a...	24	Experimental	2	Python
28	Hoff97/tensorjs Deep learning for the Web	22	Experimental	38	TypeScript
29	LessUp/tiny-dl-inference Micro Deep Learning Inference Engine (WebGPU + TypeScript): Hand-Written...	22	Experimental	—	TypeScript
30	v-code01/edgetrain WebGPU-based on-device neural network training framework	22	Experimental	—	TypeScript
31	robertocenteno/wrapture Wrapture lets you go from a Python-trained model to deployable JavaScript...	22	Experimental	—	TypeScript
32	improvess/matrix-reef.js Fast Matrix Library for Java Script	22	Experimental	4	JavaScript
33	txetxoarnedo/mo View GitHub-flavored Markdown files with syntax highlighting, diagrams, and...	22	Experimental	—	TypeScript
34	TheEmperialFox/accel-gpu Accelerate browser data processing with a lightweight WebGPU wrapper...	22	Experimental	—	TypeScript
35	nvroodi/NeuralMatrix ⚡ Boost real-time JS apps with NeuralMatrix’s high-performance, scalable...	22	Experimental	—	JavaScript
36	svenflow/model-to-webgpu Convert any ML model (ONNX, GGUF, TFLite) into a standalone browser project...	22	Experimental	—	TypeScript
37	signal38/signal38.github.io Real-time North Korean military activity risk analysis — fine-tuned...	22	Experimental	—	Jupyter Notebook
38	leopiney/tensor-safe A Haskell framework to define valid deep learning models and export them to...	20	Experimental	102	Haskell
39	mil-tokyo/wgpy WebGPU/WebGL accelerated numpy-compatible array library for web browser	20	Experimental	45	Python
40	toviszsolt/nodejs-native-gpu GPU Native for Node.js - A new era is dawning - 2025.09.15	16	Experimental	12	JavaScript
41	Digital-Defiance/node-accelerate Apple Accelerate extension for Node.js	15	Experimental	—	JavaScript
42	argonic/tensor Basic Tensor low-level class: calculate strides, indices, coordinates,...	14	Experimental	5	TypeScript
43	TranNgocHieu/nodejs-native-gpu 🚀 Harness GPU power in Node.js with this native addon for accelerated...	14	Experimental	—	JavaScript
44	jsgrad-org/jsgrad jsgrad is a dependency-free ML library in Typescript for model inference and...	14	Experimental	62	TypeScript
45	jakobtroidl/web-mlp Fast WebGPU based MLP inference	13	Experimental	5	JavaScript
46	ibelem/webnn-code-generator Generate Web Neural Network (WebNN) API vanilla JavaScript code from ONNX,...	13	Experimental	2	JavaScript
47	repetere/jsonstack-math math, linear algebra, matrix and other helpers	12	Experimental	1	TypeScript
48	muhkartal/tensorPlayground-lab An interactive, WebGL-accelerated platform for visualizing and experimenting...	11	Experimental	—	JavaScript
49	beenotung/svd.ts A lightweight, isomorphic TypeScript implementation for computing Singular...	11	Experimental	—	TypeScript
50	ravinthiranpartheepan1407/vertezml-js Simplify complex scientific computations with Vertez's intuitive framework.	10	Experimental	1	TypeScript

Comparisons in this category

tfjs and tfjs-core (80 vs 47) tfjs and js-pytorch (80 vs 33) tfjs and web-ai (80 vs 33) tfjs and TSTorch (80 vs 37) tfjs and TSTorch (80 vs 37)