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MultiClass-Classification-Neural-Network-Visualization

Simulation of Multi-Class Classifier with Neural Networks using P5.JS and Synaptic.js

Overview

I have created the simulation of Multi-Class 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 classifier would change its parameters.

There are Total 3 Classes.

  • Red
  • Green
  • Blue

Press Enter to change the class.

This project can easily be extended to more than 3 classes.

[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.

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Simulation of Multi-Class Classifier with Neural Networks using P5.JS and Synaptic.js

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