JavaScript Perceptron Visualizations ML Frameworks

Interactive browser-based implementations and educational visualizations of perceptron neural networks in JavaScript. Does NOT include multi-layer neural networks, general ML frameworks, or non-visual perceptron libraries.

There are 19 javascript perceptron visualizations frameworks tracked. 1 score above 50 (established tier). The highest-rated is rtomrud/averaged-perceptron at 50/100 with 4 stars.

Get all 19 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	rtomrud/averaged-perceptron A linear classifier with the averaged perceptron algorithm	50	Established	4	JavaScript
2	winkjs/wink-perceptron Multi-class classifier	40	Emerging	14	JavaScript
3	victorqribeiro/perceptron The simplest Perceptron you'll ever see	36	Emerging	47	JavaScript
4	fanta-mnix/machine-learning-challenge1 First Machine Learning Challenge: Implement a Perceptron in JavaScript to...	34	Emerging	3	JavaScript
5	Elyx0/rosenblattperceptronjs Training of a Perceptron in the Browser with Vue.js & SVG.	33	Emerging	29	JavaScript
6	nicolas-meilan/neuraldeep Console interface for create, train, test and compare differents perceptron...	31	Emerging	2	JavaScript
7	sql-hkr/xor XOR is designed to help students and beginners learn about neural networks...	25	Experimental	6	TypeScript
8	ianchanning/neural-network-js A Perceptron from scratch in JavaScript	23	Experimental	10	JavaScript
9	Machine-Earning/perceptron-learning browser-based interface for training and inference of Multi-Layer Perceptron...	21	Experimental	1	JavaScript
10	melchisedech333/xor-neural-network 🤖 Artificial intelligence (neural network) proof of concept to solve the...	19	Experimental	3	JavaScript
11	FurkanOM/JS-ANN Javascript - Basic, lightweight, zero dependent, supervised, online learning tool	18	Experimental	2	JavaScript
12	santiq/simple-nn A simple neural network implementation for learning purposes	17	Experimental	1	TypeScript
13	joannestephany/PreceptonDiabets Classificador Neural Perceptron, com base em dados de diabetes, feito por...	17	Experimental	1	Python
14	GnomGad/simple-nn-classifier Learn the basics of neural networks by training a model on XOR and AND operations	12	Experimental	1	JavaScript
15	leandrocodes/neuronio-perceptron-js Neurônio Perceptron feito em Javascript (vanilla)	12	Experimental	5	JavaScript
16	iboraham/perceptron-learning Perceptron learning algorithm with stochastic gradient descent.	11	Experimental	—	—
17	altinodantas/singleArtificialNeuron Animated charts for basic examples of Perceptron, Adaline and Gradient...	11	Experimental	—	JavaScript
18	kaustubholpadkar/Perceptron_with_Margin Simulation of Perceptron Algorithm using P5.JS	11	Experimental	—	JavaScript
19	augusto-jm-amaral/perceptron Build your perceptron in a simple and practical way! :zap:	11	Experimental	—	JavaScript

Comparisons in this category

perceptron and neural-network-js (36 vs 23)