Reactive Miner

The project aims to plot the following algorithms into different visualisation formats like Live-Graphs, Diagrams, Bar-plots, etc. with all processing happening on the Client End via the browser using Progressive Web Application technologies

Algorithms Implemented

1. Regression

   • Linear Regression

2. Classification

   • Decision Tree
   • Support Vector Machine(SVM)
   • Principal Component Analysis
   • K-Nearest Neighbours

3. Clustering

   • Fuzzy C-Means
   • K-Means
   • Hierarchical Clustering

Prerequisites

Node.JS

Installing

A step by step series of examples that tell you how to get a development env running

• Clone the repository.
• npm install
• npm start
• Open URL mentioned by React on Console

Deployment

Deployed by running npm run deploy

Built With

• Tensorflow.js
• React.js
• Material-UI
• TF-KMeans
• ML.JS

Project Members

• Pratik Chowdhury
• Amurto Basu
• Rahim Chunara
• Abhishek Ahirrao
• Princeton Baretto
• Carol Sebastian

LICENSE

This project is licensed under the MIT License

Acknowledgments

• Thanks to our teacher, Sujata Ma'am for assigning this project to us