Rental Price Prediction NLP Tools

ML projects predicting prices for short-term rental properties (Airbnb, vacation rentals) and housing based on multimodal data (text descriptions, images, location, listings). Does NOT include general real estate valuation, used car pricing, or other product price prediction domains.

There are 18 rental price prediction tools tracked. The highest-rated is floydhub/regression-template at 29/100 with 8 stars.

Get all 18 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=rental-price-prediction&limit=20"

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

#	Tool	Score	Tier	Stars	Language
1	floydhub/regression-template Build a deep learning model for predicting the price of wine given the description	29	Experimental	8	Jupyter Notebook
2	PavelGrigoryevDS/olist-deep-dive 🌊 Deep Sales Analysis of Olist E-Commerce: EDA \| Time Series\| Viz \| RFM \|...	28	Experimental	7	Jupyter Notebook
3	aws-samples/aws-esg-evaluation-handson Machine Learning for ESG evaluation	26	Experimental	6	Jupyter Notebook
4	kruts/Fake-Review-Detector 🔍 Detect fake product reviews using NLP techniques, TF-IDF, and Logistic...	23	Experimental	1	Python
5	fpozoc/ML-engineer-interview-task Predicting rental prices with Machine Learning and Natural Language Processing	23	Experimental	1	HTML
6	BenaventC/Airbnb2026 Projet Master AISO : LLMs for large corpus analysis	22	Experimental	—	TeX
7	lisstasy/ecommerce_satisfaction_prediction_deployment This project is made around the data of 100k orders of a Brazilian...	18	Experimental	3	Python
8	rashiedomar/tourist-taste-koreanfood NLP analysis of Korean food discussions on Reddit using topic modeling...	18	Experimental	3	HTML
9	KirosG/Community_Projects Ames Housing price Prediction, SAT_ACT statistical analysis,Reddit...	16	Experimental	3	Jupyter Notebook
10	OmerVs/austin-housing-price-prediction 🏡 Predict housing prices in Austin using advanced feature engineering and...	15	Experimental	1	Jupyter Notebook
11	hutanmihai/bachelor-thesis 🚘 RoCar - Car Price Predictor based on Machine Learning 📈	14	Experimental	1	Jupyter Notebook
12	epxjk82/airbnKEY This capstone project aims to utilize machine learning to predict the...	14	Experimental	7	Jupyter Notebook
13	PABC-WiHK-IQP-C26/WiHK-wa-TIS For Walk in Hong Kong's Client Communication Needs	13	Experimental	2	Python
14	josmarcristello/Airbnb-Toronto-Analysis Repository withcase study of the properties listed in Toronto, Ontario,...	13	Experimental	5	Jupyter Notebook
15	chizeni24/ML-Property-Price-Predictions This project is a machine learning-based real estate price prediction...	12	Experimental	3	Jupyter Notebook
16	mratsim/Apartment-Interest-Prediction Predict people interest in renting specific NYC apartments. The challenge...	12	Experimental	18	Jupyter Notebook
17	ivanachillee/seattle-senses Abstracted NLP-driven spatial exploration and understanding of...	11	Experimental	2	Jupyter Notebook
18	kirill-rubashevskiy/graildient-descent A machine learning project to predict sold prices of items on Grailed, an...	10	Experimental	1	Python