Restaurant Rating Prediction ML Frameworks

ML projects focused on predicting restaurant ratings, success, and performance using review data, operational metrics, and customer behavior. Does NOT include general recommendation systems, food delivery optimization, or dish-level popularity prediction.

There are 44 restaurant rating prediction frameworks tracked. The highest-rated is chiragsamal/Zomato at 38/100 with 79 stars.

Get all 44 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=restaurant-rating-prediction&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	chiragsamal/Zomato Zomato Restaurants Exploratory Data Analysis, Visualization and Prediction...	38	Emerging	79	Jupyter Notebook
2	TheKiddos/Restaurant-SyS Semester project for Tishreen university.	25	Experimental	26	Java
3	rajshah16/food-ordering-system-with-ML The food ordering is a Django based web-application aimed to optimize &...	24	Experimental	3	JavaScript
4	Vikranth3140/Food-Delivery-Time-Prediction This repository implements a Food Delivery Time Prediction project using...	24	Experimental	4	Jupyter Notebook
5	quamrl-hoda/zomato-delivery-time-prediction This project focuses on building a Machine Learning model to predict food...	23	Experimental	1	Jupyter Notebook
6	Basim888/recipe-reviews-rating-prediction 🍽️ Predict recipe ratings using a comprehensive machine learning approach on...	22	Experimental	—	Jupyter Notebook
7	YingWana/Restaurant-Recommender Hybrid Learning-to-Rank system processing 2.4M Yelp reviews. Features a...	22	Experimental	—	Python
8	JaweriaAsif745/ingredient-based-recipe-recommender A Flask-based machine learning web app that recommends recipes based on the...	22	Experimental	3	Jupyter Notebook
9	ShivanshShiv07/dispatch-iq-eta-engine Production-grade ML system for food delivery ETA prediction using FastAPI,...	22	Experimental	—	Jupyter Notebook
10	allyelvis/Kgh Hotel and restaurant system,web extension and iptv system	21	Experimental	2	HTML
11	SaloniJhalani/Food-Delivery-Time-Prediction-Model Leveraging advanced data cleaning techniques and feature engineering, a...	21	Experimental	9	Jupyter Notebook
12	CS-Aditya-Rawat/zomato-rating-prediction As a part of my internship with iNeuron.ai, I worked independently on an...	21	Experimental	8	Jupyter Notebook
13	liamarguedas/uber-eats-delivery-time Delivery time prediction system for Uber Eats	20	Experimental	13	Jupyter Notebook
14	AbhishekGiri04/Orderly Orderly is an AI-powered food delivery analytics platform using ML to...	19	Experimental	—	JavaScript
15	subin07-cho/menu-recommendation-ai-2025 Review-based menu recommendation system using sentiment analysis	19	Experimental	76	Python
16	MariloyH/Restaurant_recommendation_system Restaurant Recommendation System using Machine Learning	19	Experimental	9	Jupyter Notebook
17	HarshCasper/QEats 🍲 ⭐ Implementation of the Backend Service for QEats Food Ordering...	18	Experimental	7	Python
18	manasiladdha/MachineLearningOnYelpDataset Predict the degree of likeness for new yelp businesses using Machine Learning	16	Experimental	2	Java
19	EdwinRivera04/CityBite Big data restaurant analytics pipeline on AWS — PySpark on EMR, Spark MLlib ...	15	Experimental	1	Python
20	norviaio/restaurant-review-analyzer 飲食店レビュー分析ツール｜ポートフォリオ	15	Experimental	1	Python
21	RSurfer90/restaurant-data-science-projects Collection of data science and machine learning projects built on a global...	15	Experimental	1	Jupyter Notebook
22	Sahil05-08/Food_complaint_delievery_model ML-powered complaint prediction system helping food delivery businesses...	15	Experimental	1	Jupyter Notebook
23	DeveshShukla23/Indian-Food-Delivery-Sentiment-Analysis 🍕 NLP Sentiment Analysis \| Zomato • Swiggy • Blinkit \| 1459 Real Reviews \| 7...	14	Experimental	—	Jupyter Notebook
24	himanshigarg06/restaurant-ml-analysis Machine Learning project for restaurant rating prediction, cuisine...	14	Experimental	—	Jupyter Notebook
25	nocapchicken/nocapchicken.github.io Do crowdsourced reviews actually reflect food safety? NC restaurant...	14	Experimental	—	Jupyter Notebook
26	rshewatkar/restaurant-ml-project Machine Learning project to analyze restaurant data, predict ratings,...	14	Experimental	—	Jupyter Notebook
27	imsanjoykb/Food-Ordering-Recommendation-Engine Food Ordering Recommendation Engine	14	Experimental	10	Python
28	xsharonhe/open_door ⚖️ A data-driven application that is designed to help university students...	14	Experimental	1	TypeScript
29	enRaved/Recommending-Marketing-Leads-to-YELP We generate potential customer leads for businesses on yelp using big data...	14	Experimental	1	Java
30	zyna-b/Food-Recommendation-System A hybrid machine learning recipe recommendation system using collaborative...	14	Experimental	4	Jupyter Notebook
31	qiyana233/Predicting-Dining-Time-Using-Machine-Learning-with-Feature-Engineering 🍽️ Predict dining time with machine learning by utilizing advanced feature...	14	Experimental	—	Jupyter Notebook
32	srabon513/machine-learning-driven-business-success-recipe 🍽️ Analyze business success through machine learning with a comprehensive...	14	Experimental	—	Jupyter Notebook
33	renzsvdra/Zomato-Data-Analysis-Dashboard 🍽️ Analyze Zomato restaurant data and discover recommendations through an...	14	Experimental	—	Jupyter Notebook
34	angelamariaabraham/ML-Internship Machine Learning internship tasks at Cognifyz Technologies — restaurant...	14	Experimental	—	Jupyter Notebook
35	vansh-076/Zomato-Recommendation-system This is a Streamlit-based web app that recommends Restaurants based on user...	14	Experimental	—	Jupyter Notebook
36	Adnanabbas0398/Predicting-restaurant-tips-using-predictive-analytics Excel‑based predictive analytics project using a restaurant tips dataset....	14	Experimental	—	—
37	hadush-negasi/recipe-recommender A content and collaborative filtering-based recipe recommendation system...	14	Experimental	3	Jupyter Notebook
38	ettorecar/ml_ingredient_prediction This project allows the use of machine learning to predict the ingredients...	13	Experimental	5	Python
39	Daniel-Carpenter/Delivery-Service-ETA-Prediction Predicting Time of Arrival for Food Delivery Service	12	Experimental	—	R
40	bhorgaurav/restofit RestoFit: A context-aware and adaptive restaurant recommendation system	11	Experimental	—	Java
41	emirkaanozdemr/Waiter-Tips-Prediction In this project I tried to predict waiter tips with AutoML(PyCaret) and Deep...	11	Experimental	2	Jupyter Notebook
42	nivethajagatheeswaran/HotelRecomendation_CuisineClassification_RatingPrediction_systems It contains Machine Learning models for Restaurent recomendation, rating...	11	Experimental	—	Jupyter Notebook
43	2000pawan/Review-Analysis Restaurant Review Analysis. "Thrilled to unveil my latest project on...	10	Experimental	1	Python
44	EnriqManComp/Efficient-Automation-of-Recipe-Selection-Boosting-Traffic-with-Machine-Learning This project automates the recipe selection process to increase traffic on a...	10	Experimental	1	Jupyter Notebook