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your_personal_cookbook_webapp's Introduction

Your Personal Cookbook: Recipe Recommendation Engine

-- Project Status: [Active]

Project Intro/Objective

The purpose of this project is to use machine learning to power an application that recommends new menu items based on foods you already love as well as similair items.

Collaborators

Name Github Page Personal Website
Misha Berrien mishaberrien www.mishaberrien.com

Methods Used

  • Machine Learning
  • Predictive Modeling
  • Natural language processing
  • item-item based collaborative filtering

Technologies

  • Python
  • Flask
  • NumPy
  • Pandas
  • NLTK
  • Selenium
  • Scrapy
  • Google Colab
  • Jupyter notebook

Project Description

Companion webapp for the recipe recommendation system algorithm found here.

Getting Started

  1. Clone this repo (for help see this tutorial).
  2. Navigate to root directory from commandline and execute flask run command.

This file structure is based on the DSSG machine learning pipeline.

your_personal_cookbook_webapp's People

Contributors

mberrien-fitzsimons avatar

Stargazers

Jessica M. Rudd, PhD avatar Vengala avatar

Watchers

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