food Wastage Recommendation system
by Logeshtv21 Updated: Nov 2, 2021
Solution Kit
Data Summary : Resources that have been shared for the problem statement has info about food items and their description. Also we had order info from both donor and from consumer side orders on daily basis. We have done data cleaning and preprocessing as required. Recommendation system : In order to control the food wastage we have built Recommendation engine using "item-item based collaborative filtering" to recommend the items which expire early and are more in consumption. Data Analysis : We have developed a dashboard on tableau using cleaned datasets and these analysis can be used to match supply-demand of different types of food and to give an overview to the NGO, donors and consumers on how to reduce the food wastage.
analysis
pandasby pandas-dev
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandasby pandas-dev
Python
37428
Version:v2.0.0rc1
License: Permissive (BSD-3-Clause)
machine learing
Suprise-Boerderijby team-alpha-101
Suprise-Boerderijby team-alpha-101
C#
0
Version:Current
License: No License
collectionsby doctrine
Collections Abstraction Library
collectionsby doctrine
PHP
5691
Version:2.1.2
License: Permissive (MIT)
Deployment Information
The entire solution is availbale in the repository .you can download and run it using Xampp or wamp.