Browser Neural Networks ML Frameworks

JavaScript neural network libraries and educational demos that run machine learning models directly in the browser or Node.js environments. Does NOT include server-side ML frameworks, Python-based implementations, or application-specific ML projects (prediction tasks, classification demos, etc.).

There are 21 browser neural networks frameworks tracked. 2 score above 50 (established tier). The highest-rated is intelligo-mn/neuro at 54/100 with 202 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=browser-neural-networks&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Framework Score Tier
1 intelligo-mn/neuro

🔮 Neuro.js is machine learning library for building AI assistants and chat-bots.

54
Established
2 Lewuathe/n42

Tiny Deep Learning module for Node.js

50
Established
3 IdreesInc/Cerebrum

Cerebrum.js is a neural network library created in pure JavaScript.

40
Emerging
4 hughrawlinson/wekinator-node

An SDK to interface with Wekinator over OSC

38
Emerging
5 joshhedstrom/brainAnalytics

A machine learning demo with brain.js and wine quality

34
Emerging
6 nguyenphuminh/catbrain

GPU accelerated neural networks made simple for Javascript

31
Emerging
7 Nexosis/nexosisclient-js

Javascript client for the Nexosis API

31
Emerging
8 redsoul/encog

Encog is a NodeJs ES6 framework based on the Encog Machine Learning...

29
Experimental
9 flickleafy/Udacity.SimpleML

Just a quick start project to test ML together Node.js

27
Experimental
10 jamila-laureen/machine-learning-with-brain.js

Getting started with Machine Leaning in Brain.js Java Script Library.

25
Experimental
11 nirmalpaul383/OSBM

an option selector mechanism to select the best option against...

18
Experimental
12 carbonati/browsernn

Javascript library for training neural networks in your browser

12
Experimental
13 kirushyk/le-board

Debugging tool for Le Framework

11
Experimental
14 SapienML/layers

@sapien/layers

11
Experimental
15 jordanjoewatson/nodeML

Machine Learning for NodeJS

11
Experimental
16 MohammadMitwaly/ml5-basic-neural-net

A simple POC with an ML5.js neural network.

11
Experimental
17 Berkmann18/BrainPlay

BrainJS playground

11
Experimental
18 ShinuMathew/allan-ml-model-brain.js

Machine learning demo with Brain JS

11
Experimental
19 jifunzesasa/brainjs-basics

A simple start in brain.js 🤷‍♀️

10
Experimental
20 micklynch/travelai

Machine learning code (brain.js) for predicting travel costs by city

10
Experimental
21 abtExp/Jbrain

Neural network in javascript

10
Experimental