https://github.com/kaustubholpadkar/neural-networks-visualization
Simulation of Binary Classifier with Neural Networks using P5.JS and Synaptic.js
https://github.com/kaustubholpadkar/neural-networks-visualization
artificial-intelligence artificial-neural-networks deep-learning javascript machine-learning neural-networks p5js simulation synaptics visualization
Last synced: about 2 months ago
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Simulation of Binary Classifier with Neural Networks using P5.JS and Synaptic.js
- Host: GitHub
- URL: https://github.com/kaustubholpadkar/neural-networks-visualization
- Owner: kaustubholpadkar
- Created: 2018-05-31T12:51:46.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-05-31T18:14:35.000Z (almost 7 years ago)
- Last Synced: 2025-02-09T12:32:04.856Z (3 months ago)
- Topics: artificial-intelligence, artificial-neural-networks, deep-learning, javascript, machine-learning, neural-networks, p5js, simulation, synaptics, visualization
- Language: JavaScript
- Homepage:
- Size: 3.56 MB
- Stars: 1
- Watchers: 3
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Neural-Networks-Visualization
Simulation of Binary Classifier with Neural Networks using P5.JS and Synaptic.js
## Overview
I have created the simulation of Binary Classifier with Neural Networks using P5.JS graphics library and Synaptic.js Deep Learning library.
User can insert the data-points on canvas as well as change the class of the data-point at runtime and accordingly the binary classifier would change its parameters.
White region represents Red Class and Black region indicates Blue class.
[Synaptic](http://caza.la/synaptic) - The javascript architecture-free neural network library for node.js and the browser, is used for multi-layer perceptron.
**sketch.js** contains the core logic for the simulation.
