Airbnb Price Prediction ML Frameworks

Machine learning projects for predicting Airbnb rental prices and booking rates using regression/classification models. Does NOT include general real estate valuation, hotel booking systems outside Airbnb, or amenity detection computer vision tasks.

There are 29 airbnb price prediction frameworks tracked. The highest-rated is mrdbourke/airbnb-amenity-detection at 40/100 with 172 stars.

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#	Framework	Score	Tier	Stars	Language
1	mrdbourke/airbnb-amenity-detection Repo for 42 days project to replicate/improve Airbnb's amenity (object)...	40	Emerging	172	Jupyter Notebook
2	KalyanM45/End-to-End-Airbnb-Price-Prediction The purpose of this project is to predict the price of Airbnb rentals based...	36	Emerging	53	Jupyter Notebook
3	A-safarji/Hotel-booking-prediction-Linear-Regression Hotel Room Price Predictor Booking.com machine learning accommodation...	30	Emerging	1	Jupyter Notebook
4	jose-jaen/Airbnb Airbnb price prediction using Machine Learning and Deep Learning	30	Emerging	18	Python
5	khang3004/Comprehensive-ML-DL-Approaches-for-Hotel-Room-Review-Score-Prediction A comprehensive machine learning analysis of hotel data scraped from...	21	Experimental	3	Jupyter Notebook
6	NamaWho/hotel-bookings-cancellation-prediction Predict hotel booking cancellations using ML techniques. By analyzing...	19	Experimental	4	Jupyter Notebook
7	Dante-Navaza2005/Airbnb-Rio-de-Janeiro This machine learning model utilizes supervised learning to predict the...	19	Experimental	3	HTML
8	GiovaneIwamoto/hotel-reservation-prediction Hotel Reservation Prediction - Machine learning model capable of predicting...	19	Experimental	1	Jupyter Notebook
9	R1dwanMaulana/kosbot-kit sebuah aplikasi untuk memprediksi harga kost di kota Malang \| tingkat akurasai : 79%	18	Experimental	2	JavaScript
10	agoor97/Airbnb-new-Bookings-prediction This Repo contains my Notebook for Airbnb new user booking competition on...	17	Experimental	1	Jupyter Notebook
11	rifaldomalau/Prediksi-Harga-Properti Artificial Intelligence -> Machine Learning (ML) -> Supervised Learning ->...	16	Experimental	1	Jupyter Notebook
12	ViniciusDortas/airbnb_price_prediction Machine Learning project to predict Airbnb prices in Rio de Janeiro using...	14	Experimental	—	Jupyter Notebook
13	Je-re-me/Airbnb_Price_Prediction_NYC A machine learning project analyzing New York City Airbnb listings to...	14	Experimental	—	Jupyter Notebook
14	rechriti/airbnb-pricing-optimisation Data-driven Airbnb pricing optimisation using XGBoost, SHAP...	14	Experimental	—	Python
15	jessysutherns/airbnb-market-analysis Python-based data analytics and NLP project analysing Airbnb listings and...	14	Experimental	—	Python
16	alexissmtt/hotel-booking-ml Customer segmentation & cancellation prediction on hotel booking data \| GMM,...	14	Experimental	—	Jupyter Notebook
17	jrmmwesigwa/Hotel-Reservation-Cancellation-Detection-MLOps 🏨 Predict customer cancellations and early checkouts in hotel reservations...	14	Experimental	—	Python
18	rohith-66/customer-booking-prediction Machine learning model predicting customer booking completion with ~75%...	14	Experimental	—	Jupyter Notebook
19	fbreseghello/azure-ml-model-builder MaxAbsScaler and LightGBM \| Normalized root mean squared error: 0.08049 \|...	13	Experimental	—	Python
20	jmeza-data/Repositorio_GX_BOOST_SHAP Modelo predictivo XGBoost para estimar el IPM continuo usando variables del...	12	Experimental	1	Jupyter Notebook
21	yilmaz-mert/Hotel-Booking-Cancellation-Prediction-Streamlit-App This repository contains a data science project focused on predicting hotel...	12	Experimental	6	Python
22	tanishaasaklani/sniffbnb-ai AI-powered Airbnb Trust & Fair Price Intelligence System with SHAP...	11	Experimental	—	Jupyter Notebook
23	amlanmohanty1/Airbnb-Optimizing-High-Booking-Rate Binary Classification: Predicting whether Airbnb listings will have a high...	11	Experimental	—	R
24	Paulnkk/Predict-prices-for-Airbnb-rentals-in-R Predict prices for Airbnb rentals in NYC using Gradient Boost and NLP in R	11	Experimental	4	—
25	naikaly/SingaporeAirbnb regression modeling for strategic price estimation of airbnbs during...	11	Experimental	—	R
26	pnjf-freitas/HotelChurnDotNet HotelChurnDotNet is a .NET project that leverages machine learning to...	11	Experimental	—	C#
27	huntersarkis/hotel-booking-cancellation Hotel booking cancellation analysis using Python, Excel, and Tableau to...	11	Experimental	—	Jupyter Notebook
28	stefanaprilio-netizen/Project_MachineLearning Project ini adalah project ML tentang Prediksi harga Saham Krom Bank di BEI	11	Experimental	—	Jupyter Notebook
29	ondrejhruby/airbnb-analysis-machine-learning A comprehensive end-to-end machine learning project analyzing Airbnb...	10	Experimental	2	HTML