/forecast-delivery-time

Forecast estimated delivery time of the product using ML

Primary LanguagePythonMIT LicenseMIT

Overview

Forecast delivery time of the product.

Model - Scalable & Generalize.

  • Domain - Within India
  • We can increase the number of warehouses anytime
  • Works well with new data

Scikit Learn was used to develop various regression models to predict delivery time.

Algorithms Analysed

  • Linear Regression
  • Bayesian Ridge Regression
  • Ridge Regression
  • Support Vector Machine Regression

Data

A custom dataset is generated.

Getting Started

In order to run a dev server on your local host, you will need to install the required python packages:

pip install -r requirements.txt

Now you can open up a terminal and start up a server for the backend on port 5000:

python app.py

Now you are all set up!

Built With

  • Python
  • Scikit Learn
  • Flask

Authors

Kailash Uniyal

License

This project is licensed under the MIT License - see the LICENSE.md file for details