/RecommendationSystem

Implementation of content based recommendation system for restaurant suggestion in Noida.

This repository is an application of how content based recommendation works. Here we are recommending restaurants in the area of Noida, India. The concept used here is cosine similarity. We are creating countvectorised matrix (using the sklearn library) to get similar restaurants of users previous visited restaurant in noida. For the other recommendation, data is proccesed on the basis of the votes it has received and the user's preferences. The dataset used is of Zomato Api.