https://github.com/kaustubholpadkar/perceptron_with_margin
Simulation of Perceptron Algorithm using P5.JS
https://github.com/kaustubholpadkar/perceptron_with_margin
classification-algorithm deep-learning interactive-visualizations javascript machine-learning neural-networks p5-sketches p5js perceptron perceptron-learning-algorithm simulation supervised-learning
Last synced: 3 months ago
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Simulation of Perceptron Algorithm using P5.JS
- Host: GitHub
- URL: https://github.com/kaustubholpadkar/perceptron_with_margin
- Owner: kaustubholpadkar
- License: gpl-3.0
- Created: 2018-03-19T16:58:17.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-03-19T17:15:15.000Z (over 7 years ago)
- Last Synced: 2025-02-09T12:32:05.050Z (4 months ago)
- Topics: classification-algorithm, deep-learning, interactive-visualizations, javascript, machine-learning, neural-networks, p5-sketches, p5js, perceptron, perceptron-learning-algorithm, simulation, supervised-learning
- Language: JavaScript
- Size: 387 KB
- Stars: 0
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Perceptron_with_Margin
Simulation of Perceptron Algorithm using P5.JS
## Overview
I have created the simulation of Perceptron algorithm for Binary Classification using P5.JS graphics library.
User can insert the data-points belonging to two classes as well as change the **Learning Rate** and **Threshold or Margin** on canvas at runtime using Sliders and simulate how the Linear Separater converges to classify the given data.
sketch.js contains the core logic for the simulation.