SidTheKid007 / RegressionTesting

Flask-based website that uses input csv data for analytics and predictions

Repository from Github https://github.comSidTheKid007/RegressionTestingRepository from Github https://github.comSidTheKid007/RegressionTesting

Regression Testing

datasci

This project leverages machine learning techniques to clean, analyze, and make predictions on any inputted csv dataset.

Contents

Regressions Backend - This file holds the backend that cleans, analyzes, and runs regressions on the input dataset.

Regressions Frontend - This file lays out the results generated by the backend as graphs and visuals in a clean way.

Website

https://regression-testing.herokuapp.com - This website contains the final result of the project in an interactive and easy-to-use manner.

Libaries Used

Backend

  • Flask

Frontend

  • Ajax
  • Jinja
  • JQuery
  • Plotly

Data Cleaning

  • Numpy
  • Pandas

ML Modeling

  • Sklearn
  • Xgboost

Visualization

  • Plotly

About

Flask-based website that uses input csv data for analytics and predictions


Languages

Language:Python 58.2%Language:HTML 41.8%