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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 - 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.

gif