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 43 restaurant rating prediction frameworks tracked. The highest-rated is chiragsamal/Zomato at 45/100 with 79 stars.

Get all 43 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	chiragsamal/Zomato Zomato Restaurants Exploratory Data Analysis, Visualization and Prediction...	45	Emerging	79	Jupyter Notebook
2	TheKiddos/Restaurant-SyS Semester project for Tishreen university.	32	Emerging	26	Java
3	rajshah16/food-ordering-system-with-ML The food ordering is a Django based web-application aimed to optimize &...	31	Emerging	3	JavaScript
4	Vikranth3140/Food-Delivery-Time-Prediction This repository implements a Food Delivery Time Prediction project using...	31	Emerging	4	Jupyter Notebook
5	CS-Aditya-Rawat/zomato-rating-prediction As a part of my internship with iNeuron.ai, I worked independently on an...	28	Experimental	8	Jupyter Notebook
6	SaloniJhalani/Food-Delivery-Time-Prediction-Model Leveraging advanced data cleaning techniques and feature engineering, a...	28	Experimental	9	Jupyter Notebook
7	JaweriaAsif745/ingredient-based-recipe-recommender A Flask-based machine learning web app that recommends recipes based on the...	28	Experimental	3	Jupyter Notebook
8	liamarguedas/uber-eats-delivery-time Delivery time prediction system for Uber Eats	27	Experimental	13	Jupyter Notebook
9	MariloyH/Restaurant_recommendation_system Restaurant Recommendation System using Machine Learning	26	Experimental	9	Jupyter Notebook
10	quamrl-hoda/zomato-delivery-time-prediction This project focuses on building a Machine Learning model to predict food...	25	Experimental	1	Jupyter Notebook
11	HarshCasper/QEats 🍲 ⭐ Implementation of the Backend Service for QEats Food Ordering...	25	Experimental	7	Python
12	manasiladdha/MachineLearningOnYelpDataset Predict the degree of likeness for new yelp businesses using Machine Learning	23	Experimental	2	Java
13	subin07-cho/menu-recommendation-ai-2025 Review-based menu recommendation system using sentiment analysis	23	Experimental	76	Python
14	ShivanshShiv07/dispatch-iq-eta-engine Production-grade ML system for food delivery ETA prediction using FastAPI,...	22	Experimental	—	Jupyter Notebook
15	hadush-negasi/recipe-recommender A content and collaborative filtering-based recipe recommendation system...	21	Experimental	3	Jupyter Notebook
16	Sahil05-08/Food_complaint_delievery_model ML-powered complaint prediction system helping food delivery businesses...	21	Experimental	1	Jupyter Notebook
17	xsharonhe/open_door ⚖️ A data-driven application that is designed to help university students...	21	Experimental	1	TypeScript
18	Basim888/recipe-reviews-rating-prediction 🍽️ Predict recipe ratings using a comprehensive machine learning approach on...	21	Experimental	—	Jupyter Notebook
19	imsanjoykb/Food-Ordering-Recommendation-Engine Food Ordering Recommendation Engine	21	Experimental	10	Python
20	zyna-b/Food-Recommendation-System A hybrid machine learning recipe recommendation system using collaborative...	20	Experimental	4	Jupyter Notebook
21	ettorecar/ml_ingredient_prediction This project allows the use of machine learning to predict the ingredients...	20	Experimental	5	Python
22	emirkaanozdemr/Waiter-Tips-Prediction In this project I tried to predict waiter tips with AutoML(PyCaret) and Deep...	18	Experimental	2	Jupyter Notebook
23	norviaio/restaurant-review-analyzer 飲食店レビュー分析ツール｜ポートフォリオ	17	Experimental	1	Python
24	AbhishekGiri04/Orderly Orderly is an AI-powered food delivery analytics platform using ML to...	17	Experimental	—	JavaScript
25	enRaved/Recommending-Marketing-Leads-to-YELP We generate potential customer leads for businesses on yelp using big data...	16	Experimental	1	Java
26	RSurfer90/restaurant-data-science-projects Collection of data science and machine learning projects built on a global...	15	Experimental	1	Jupyter Notebook
27	Daniel-Carpenter/Delivery-Service-ETA-Prediction Predicting Time of Arrival for Food Delivery Service	14	Experimental	—	R
28	srabon513/machine-learning-driven-business-success-recipe 🍽️ Analyze business success through machine learning with a comprehensive...	14	Experimental	—	Jupyter Notebook
29	renzsvdra/Zomato-Data-Analysis-Dashboard 🍽️ Analyze Zomato restaurant data and discover recommendations through an...	14	Experimental	—	Jupyter Notebook
30	angelamariaabraham/ML-Internship Machine Learning internship tasks at Cognifyz Technologies — restaurant...	14	Experimental	—	Jupyter Notebook
31	vansh-076/Zomato-Recommendation-system This is a Streamlit-based web app that recommends Restaurants based on user...	14	Experimental	—	Jupyter Notebook
32	himanshigarg06/restaurant-ml-analysis Machine Learning project for restaurant rating prediction, cuisine...	14	Experimental	—	Jupyter Notebook
33	qiyana233/Predicting-Dining-Time-Using-Machine-Learning-with-Feature-Engineering 🍽️ Predict dining time with machine learning by utilizing advanced feature...	14	Experimental	—	Jupyter Notebook
34	nocapchicken/nocapchicken.github.io Do crowdsourced reviews actually reflect food safety? NC restaurant...	14	Experimental	—	Jupyter Notebook
35	Adnanabbas0398/Predicting-restaurant-tips-using-predictive-analytics Excel‑based predictive analytics project using a restaurant tips dataset....	14	Experimental	—	—
36	DeveshShukla23/Indian-Food-Delivery-Sentiment-Analysis 🍕 NLP Sentiment Analysis \| Zomato • Swiggy • Blinkit \| 1459 Real Reviews \| 7...	14	Experimental	—	Jupyter Notebook
37	rshewatkar/restaurant-ml-project Machine Learning project to analyze restaurant data, predict ratings,...	14	Experimental	—	Jupyter Notebook
38	bhorgaurav/restofit RestoFit: A context-aware and adaptive restaurant recommendation system	13	Experimental	—	Java
39	2000pawan/Review-Analysis Restaurant Review Analysis. "Thrilled to unveil my latest project on...	12	Experimental	1	Python
40	sanjanarathnyke/Restaurent Smart Restaurent website \| project \| IOT	12	Experimental	2	HTML
41	EnriqManComp/Efficient-Automation-of-Recipe-Selection-Boosting-Traffic-with-Machine-Learning This project automates the recipe selection process to increase traffic on a...	12	Experimental	1	Jupyter Notebook
42	nivethajagatheeswaran/HotelRecomendation_CuisineClassification_RatingPrediction_systems It contains Machine Learning models for Restaurent recomendation, rating...	11	Experimental	—	Jupyter Notebook
43	Kuoyuan-Li/Azure-CookingTimeEstimation Using Machine Learning algorithms to predict the cooking time based on the...	11	Experimental	—	HTML

Comparisons in this category

Food-Delivery-Time-Prediction and Food-Delivery-Time-Prediction-Model (31 vs 28)