Recipe-ML-App

Using machine learning, we created an interactive web app that gives the user recommended recipes based on a region or ingredient selected

Site

To choose a cuisine, select a region from the map:




Choose the ingredients you want to cook with:



A list of recipes for your selected cuisine and ingredients will appear:

Data Sources

• Kaggle
• Spoonacular API

Analysis

• Clean, modify and filter the data using Pandas and Jupyter notebook
• Fit ML models from scikit-learn
• Use Heroku and PostgreSQL as the database
• HTML, CSS and JavaScript on the front end
• Use D3, Leaflet and Bootstrap to visualize the data

Built With

• Leaflet
• Python
• Pandas
• word_cloud
• Machine Learning from Towards Data Science
• scikit-learn
• Heroku
• Bootstrap
• Clustered Force Layout Bubble Chart
• Color Options

Team

• Ian Mac Moore @zenfinity
• Haley Huhtala @hchuhtala
• Kaylene Retka @knretka
• Briana Friendt @frieb01