Housing Price Prediction ML Frameworks

End-to-end ML projects for predicting residential property prices using regression models, feature engineering, and real estate datasets. Does NOT include commercial real estate valuation, rental demand forecasting, or general property investment analysis tools.

There are 143 housing price prediction frameworks tracked. The highest-rated is ccao-data/model-res-avm at 49/100 with 57 stars.

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#	Framework	Score	Tier	Stars	Language
1	ccao-data/model-res-avm Automated valuation model for all class 200 residential properties in Cook...	49	Emerging	57	R
2	ccao-data/model-condo-avm Automated valuation model for all class 299 and 399 residential condominiums...	42	Emerging	12	R
3	Amey-Thakur/BANGALORE-HOUSE-PRICE-PREDICTION Machine Learning Project to Predict House Prices in Bangalore.	42	Emerging	20	Python
4	vishwasbasotra/Bangalore-Real-Estate-Price-Prediction-WebApp This Model/WebApp predicts real estate price in Bangalore.	41	Emerging	4	Jupyter Notebook
5	huzaifsayed/Linear-Regression-Model-for-House-Price-Prediction Linear Regression Model for Real State House Price Prediction	36	Emerging	144	Jupyter Notebook
6	irahorecka/craigslist-housing-miner A global scraping tool for Craigslist housing	35	Emerging	9	Python
7	massquantity/Kaggle-HousePrices Kaggle Kernel for House Prices competition ...	34	Emerging	165	Jupyter Notebook
8	agrawal-priyank/machine-learning-regression Built house price prediction model using linear regression and k nearest...	33	Emerging	96	Jupyter Notebook
9	bshtmichielsen/house_price_predictor Predicting the prices of houses using regression.	33	Emerging	3	Jupyter Notebook
10	tatha04/Housing-Prices-Advanced-Regression-Techniques This notebook explores the housing dataset from Kaggle to predict Sales...	32	Emerging	17	Jupyter Notebook
11	noahgift/real_estate_ml Machine Learning for Real Estate	32	Emerging	81	Jupyter Notebook
12	aildnont/HIFIS-model Machine learning models for prediction of chronic homelessness using the...	32	Emerging	18	Python
13	JensBender/rental-price-prediction 🏠 Predicting Singapore rental prices using XGBoost. Includes web scraping of...	31	Emerging	8	Jupyter Notebook
14	MYoussef885/House_Price_Prediction The "House Price Prediction" project focuses on predicting housing prices...	30	Emerging	59	Jupyter Notebook
15	Viveckh/LilHomie A Machine Learning Project implemented from scratch which involves web...	29	Experimental	101	Jupyter Notebook
16	vaibhavvikas/housing-price-predictor A machine learning project to predict the housing price based on Kaggle...	29	Experimental	8	Jupyter Notebook
17	brandokoch/real-estate-price-prediction This repository presents an end-to-end process of approaching a machine...	28	Experimental	5	Jupyter Notebook
18	sidharth178/House-Prices-Advanced-Regression-Techniques The objective of the project is to perform advance regression techniques to...	27	Experimental	9	Jupyter Notebook
19	harshjuly12/House-Price-Prediction-Using-Linear-Regression This repository contains code for predicting house prices using the Linear...	26	Experimental	7	Jupyter Notebook
20	gaeldatascience/property-price-classification Predicting whether a real estate property in France was sold for more than...	25	Experimental	6	Jupyter Notebook
21	epigos/house-prices-prediction Ghana rental house price prediction using machine learning	25	Experimental	4	Jupyter Notebook
22	Tejas-TA/Machine-Learning-Prediction-of-California-House-Prices The repository contains the California House Prices Prediction Project...	25	Experimental	5	Jupyter Notebook
23	youssef-laouina/Predicting-Apartments-Prices-in-Buenos-Aires Machine learning project predicting real estate prices in Buenos Aires,...	24	Experimental	4	Jupyter Notebook
24	nirdesh17/House-Price-Prediction This project demonstrates the application of machine learning techniques to...	24	Experimental	18	Jupyter Notebook
25	dgovor/Housing-Price-Prediction-MATLAB Machine Learning model for price prediction using Linear Regression	24	Experimental	4	MATLAB
26	RelonViFleppy/Iowa-Housing-ML End-to-end Iowa Housing analysis using Decision Trees and Random Forest....	23	Experimental	1	Python
27	RafiShaik-AI/house-price-prediction-ml Machine learning project to predict house prices using Linear Regression....	23	Experimental	1	Jupyter Notebook
28	Sudhanshu1st/Advanced-House-Prediction-EDA In this Data science project I tried to create Jupyter notebooks for EDA and...	23	Experimental	18	Jupyter Notebook
29	AdilShamim8/Prices_Predictor_System An end-to-end MLOps pipeline for house price prediction featuring automated...	22	Experimental	3	Jupyter Notebook
30	LuisOrtizUH/House-Sales-Price-Prediction-King-County-USA-Project 🏠 Predict house sales prices in King County, USA, using data analysis and...	22	Experimental	—	Jupyter Notebook
31	DataX-Soham/Advanced_MultiOutput_Regression- Advanced multi-output regression project predicting California housing prices	22	Experimental	—	Python
32	roBvert/Experimenting-with-Learning-Curves 📊 Analyze learning curves to diagnose model performance and enhance...	22	Experimental	—	Jupyter Notebook
33	Osamsami/multiple-linear-regression-ols-project End-to-end Multiple Linear Regression project using OLS Closed Form on...	22	Experimental	—	Jupyter Notebook
34	kyawhtetyang/HousePrice_Regression House price regression pipeline with preprocessing, training, tuning, and...	22	Experimental	—	Python
35	CodeByPinar/House-Price-Prediction-Project 🏠 This project focuses on predicting house prices using advanced regression...	21	Experimental	8	Jupyter Notebook
36	nkrivoshey/Analysis-of-the-Dubai-Real-Estate-market Detailed analysis of the property market for the period Jan-June 2023 of Dubai	20	Experimental	7	Jupyter Notebook
37	Vasi012/PP5-Predictive-Analysis Milestone Project for Predictive Analytics Specialisation at Code Institute:...	20	Experimental	3	Jupyter Notebook
38	mohataher/spark-ml-predict-uk-house-prices Predict prices of UK houses using Spark ML.	20	Experimental	3	Java
39	XuanyouLiu/US-Real-Estate-Analysis US Real Estate Rental Price Analysis	19	Experimental	19	Jupyter Notebook
40	Akshitha-G/HousePricePredictor- Regression-based housing price prediction system using Java & ML algorithms...	19	Experimental	—	Java
41	eboekenh/House_Price_ML_Light_GBM Kaggle House Prices competition — LightGBM regression with feature...	18	Experimental	5	Python
42	amirmohammadgholampour/Home-price-detection-system Machine Learning project for predicting California housing prices using...	17	Experimental	2	Jupyter Notebook
43	yamachang/ML-real-estate-prediction A comprehensive ML project leveraging regression models to accurately...	17	Experimental	5	Jupyter Notebook
44	Gimmick12-DYY/Duke-Datafest2025 Real estate leasing trend analysis using geospatial data and machine...	17	Experimental	6	Jupyter Notebook
45	G0rav/House_Rent_Predictor A Machine Learning model to predict the rent price of the house based on the...	17	Experimental	4	Jupyter Notebook
46	MATHEESHA2/Boston-Housing-Price-Predictor 🔮 Boston Home Price Estimator \| Live Demo Available Web application...	17	Experimental	2	HTML
47	3bsalam-1/Regression-Models 🏡A comprehensive collection of regression model implementations using both...	17	Experimental	2	Jupyter Notebook
48	haroldeustaquio/Ames-Housing-Price-Predictor Ames Housing Price Predictor is an ML project focused on predicting housing...	16	Experimental	9	Jupyter Notebook
49	FPT-ThaiTuan/Predicting-housing-prices-and-analyzing-real-estate-market-in-the-Chicago-using-Machine-Learning This project leverages machine learning to predict housing prices and...	16	Experimental	4	Jupyter Notebook
50	nisarmasid/California-housing-prediction California house price prediction is done in this notebook	16	Experimental	4	—
51	ahmadali-jamali/Bostone-housing-price-prediction Dataset Boston Housing Price prediction	16	Experimental	4	Python
52	richim96/ih-king-county-price-prediction Exploratory data analysis and predictive modeling on King County, WA house...	16	Experimental	—	Jupyter Notebook
53	Hazrat-Ali9/House-Price-Prediction-with-Machine-Learning ⚽ House ⚾ Price 🥎 Prediction 🏀 Machine 🏐 Learning ⛸ is 🚁 a data 🛸 science 🚟...	16	Experimental	2	—
54	Chonf-pkz/Machine-Learning-Predicted-House 📈 Applied Statistics - Linear Regression (MAS291) in Machine Learning	16	Experimental	—	Python
55	subash12345679-png/RentalPrice-ML-Modeling 📊 Predict apartment rental prices in Tel Aviv using machine learning models,...	16	Experimental	2	Jupyter Notebook
56	Dayan8554/House-Price-Model 🏠 Predict house prices using machine learning with data cleaning, feature...	16	Experimental	—	Jupyter Notebook
57	Abdulbaqi78692/house-price-prediction 🏠 Predict house prices accurately using machine learning with Python and...	15	Experimental	1	Python
58	Bhavani-adabala24/House-price-prediction-ML Machine Learning project that predicts house prices using Linear Regression...	15	Experimental	1	Python
59	bhushanpatil-ai-ml/house-price-prediction Advanced ML regression pipeline for house price prediction with EDA, feature...	15	Experimental	1	Jupyter Notebook
60	Anamikaasinghraj/end-to-end-housing-price-prediction-ml End-to-end housing price prediction using regression and boosting models...	15	Experimental	5	Jupyter Notebook
61	abbaskhan0345/Bengaluru_House_prediction_project This project is a machine learning model that predicts house prices in...	15	Experimental	—	Jupyter Notebook
62	pandakitty/housing-eda.html A full-stack machine learning solution for predicting Anchorage housing...	15	Experimental	—	Jupyter Notebook
63	AsadiAhmad/House-Price-Prediction Predicting house price with linear regression and feature selection	15	Experimental	16	Jupyter Notebook
64	vinodbavage31/Ames-house-price-prediction A clean, end-to-end machine learning project for predicting house prices...	15	Experimental	5	Jupyter Notebook
65	binDebug3/HousingAI (2018) A machine learning program to predict housing prices based on synthetic data	15	Experimental	2	Java
66	Niklas309/California-House-Prediction 🏡 Predict California house prices using machine learning techniques like...	14	Experimental	—	Jupyter Notebook
67	EllaN12/US_Rental_Market Analysis of US rental Market	14	Experimental	—	Python
68	qaracuck/intelligent-homevaluator-madrid 🏡 Predict real estate prices in Madrid using a machine learning model, with...	14	Experimental	—	—
69	Jeanbastidas/House-price-prediction 🏠 Predict house prices using advanced machine learning techniques for...	14	Experimental	—	Jupyter Notebook
70	manisharan77/House-Price-Prediction "House Price Prediction using ML — Linear Regression, Random Forest &...	14	Experimental	—	Python
71	kubaamarczak/house-price-prediction-system House price prediction system using Linear Regression, Regularization...	14	Experimental	—	Jupyter Notebook
72	UtkarshPrajapati/House-Price-Predictor Bangalore House Price Predictor Engine made with Python for Training Machine...	14	Experimental	1	Jupyter Notebook
73	Chirag-13a/house-price-prediction A beginner AI project that predicts house prices based on area (sq ft) and...	14	Experimental	—	Python
74	zermelozf/tokyohouseprice An analysis of the factors that explain real estate prices in Tokyo.	14	Experimental	4	Jupyter Notebook
75	frezixs/House_Price_Forecasting Predicting House Price in Beijing, Shanghai using various data analytic...	14	Experimental	1	JavaScript
76	msmsimon00/sf-assessor-prediction Predictive model of San Francisco Residential Properties (Single-Family & Condo)	14	Experimental	—	HTML
77	architfx-Coder/chennai-realestate-analysis EDA + ML model identifying property price drivers across Chennai...	14	Experimental	—	—
78	PranshuGhori/california-housing-price-prediction Predict California housing prices using scikit-learn (EDA, preprocessing,...	14	Experimental	—	Jupyter Notebook
79	Tarun3518/house-price-prediction House price prediction using Linear Regression	14	Experimental	—	Jupyter Notebook
80	Eshitasri/HousePricePrediction Machine Learning project predicting housing prices using regression models...	14	Experimental	—	Jupyter Notebook
81	vivekanandhan1589-cpu/House-Price-Prediction Machine Learning project to predict house prices using regression models	14	Experimental	—	Jupyter Notebook
82	supritR21/House-Price-Predictor End-to-end house price prediction system using ZenML and MLflow, with...	14	Experimental	—	Jupyter Notebook
83	abdullahmahmood786/house-price-regression Full ML pipeline on California housing data — feature engineering, Random...	14	Experimental	—	Jupyter Notebook
84	JCameronH/Real-Estate-Application Machine learning pipeline to identify motivated home sellers using public...	14	Experimental	—	Jupyter Notebook
85	vikivinieratou-ship-it/Housing-Price-Prediction-Linear-Regression---R housing-price-prediction-r	14	Experimental	—	R
86	giri-codes/bengaluru-house-price-prediction Machine learning regression model to predict Bengaluru house prices using...	14	Experimental	—	Jupyter Notebook
87	Venkatesh-Daggu/indian-house-price-prediction ML project to predict Indian house prices and classify properties as good...	14	Experimental	—	Jupyter Notebook
88	Shotza247/California_Housing_PredictionV1 Predicts California district-level house prices using census data —...	14	Experimental	—	Jupyter Notebook
89	aldiaulia77/house-price-prediction-django House price prediction web application built with Django and Machine Learning.	14	Experimental	—	Python
90	jitensikka/House-Price-Predictor Machine Learning project that predicts house prices based on features like...	14	Experimental	—	Python
91	mohamed-elkholy95/house-price-prediction House price prediction with linear regression, random forest, and gradient...	14	Experimental	—	Python
92	erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression 🏠 Predict house prices using advanced regression techniques with this...	14	Experimental	—	—
93	DilanCalvo/Linear-Regression-Models-Machine-Learning Regularized linear regression analysis (Lasso, Ridge & baseline) on the...	14	Experimental	—	Jupyter Notebook
94	Osamsami/house-price-linear-regression End-to-end Machine Learning project predicting house prices using Linear...	14	Experimental	—	Jupyter Notebook
95	chinh2k3/House_Price_Prediction House price prediction using regression models with a full preprocessing pipeline.	14	Experimental	—	Jupyter Notebook
96	yuki-path-journey/Kaggle-Housing-Analysis-Journal-Kaggle- Kaggle Data Science & Machine Learning: House Prices and Detective Intuition...	14	Experimental	—	Jupyter Notebook
97	richardrhanly-us/melbourne-housing-price-prediction End-to-end machine learning project predicting Melbourne housing prices...	14	Experimental	—	Jupyter Notebook
98	HusnainQasid/House-price-predictor-ML_ Machine Learning project for predicting housing prices using Linear...	14	Experimental	—	Jupyter Notebook
99	angelalim095/hdb-resale-price-analysis Analysis and prediction of Singapore HDB resale prices using Python,...	14	Experimental	—	Jupyter Notebook
100	richim96/ironkaggle-king-county Exploratory data analysis and predictive modeling on King County, WA house...	14	Experimental	—	Jupyter Notebook
101	Likky-stack/house_price_prediction Developed a Linear Regression model to predict house prices using features...	14	Experimental	—	Python
102	Anandhidhashaji/house-price-prediction-ml Machine Learning project to predict house prices using Python and Linear Regression.	14	Experimental	—	Python
103	HaDo1802/housing_price_predictor A production-ready ML pipeline to predict house price using linear and...	14	Experimental	—	Python
104	MaickCrack/DataZenixSolutions_DataAnalytics-Project3 📊 Build a predictive model to estimate house prices using Linear Regression,...	14	Experimental	—	Jupyter Notebook
105	akorablov/house_price_prediction Comparative analysis of linear and tree-based models for house price prediction.	14	Experimental	—	Jupyter Notebook
106	Vishwakarma-Saurabh/california-housing-ml-system ML project: Predicting real estate prices using california_housing dataset....	14	Experimental	—	Jupyter Notebook
107	Ramtin-Karbaschi/HousingPriceAdvance_KERASmodel Advanced machine learning implementation for housing price prediction,...	14	Experimental	3	Jupyter Notebook
108	subham23s/house-price-predictor Predicts California house prices using Linear Regression and Random Forest....	14	Experimental	—	Python
109	thienhavosong1/house-price-prediction Machine Learning project to predict house prices using the Ames Housing dataset.	14	Experimental	—	Python
110	ProjectByAbhi/house-price-prediction-model-tuning-ml House Price Prediction using Machine Learning with model validation,...	14	Experimental	—	Jupyter Notebook
111	mvnbernardes-source/previsao-preco-imoveis Projeto completo de Data Science para previsão de preço de imóveis usando regressão.	14	Experimental	—	Jupyter Notebook
112	vaishnaviibhaldand28/Syntacxhub_House_Project Machine Learning Project Predicting house prices using pandas, python scikit-learn	14	Experimental	—	Python
113	cthejal/house-price-prediction Predicts residential property sale prices using Linear Regression and Random...	14	Experimental	—	Jupyter Notebook
114	TahirKurtar/Zillow_Housing_Market_Analysis Data-driven analysis of U.S. housing affordability (2012–2024) using Zillow...	14	Experimental	—	Jupyter Notebook
115	Voto205/House-Price-Predictor 🏠 Predict house prices accurately using machine learning with this advanced...	14	Experimental	—	Jupyter Notebook
116	jucallej/House-Price-Predictor House price predictor based on the UK land registry data	13	Experimental	5	TypeScript
117	undiscovered-genius/House-Price-Prediction-Android-Application House Price Prediction for Pune and Bangalore. This app uses two api which...	13	Experimental	6	Java
118	VictorHoffmann1/ENS-Challenge-Data-Real-Estate This challenge organized by ENS Ulm and Collège de France was about...	13	Experimental	8	Jupyter Notebook
119	sushrutshitoot/Housing-Market-Price-Prediction Build a predictive model for the sale prices of homes in a city and explore...	13	Experimental	5	R
120	BerkKilicoglu/AI-House-Guide-Application Desktop application that predict house price with machine learning model.	12	Experimental	3	C
121	rifaldomalau/Real-Estate-Price-Prediction Artificial Intelligence -> Machine Learning (ML) -> Supervised Learning ->...	12	Experimental	1	Jupyter Notebook
122	longNguyen010203/Zillow-Home-Value-Prediction 🌈📊📈 The Zillow Home Value Prediction project employs linear regression...	12	Experimental	3	Jupyter Notebook
123	ajuare5/austin-housing-prediction Ensemble ML models (Random Forest, Bagging) to predict Austin residential...	11	Experimental	—	R
124	Ramtin-Karbaschi/HousePrice_RFmodel This housing price prediction system leverages ensemble learning techniques...	11	Experimental	2	Jupyter Notebook
125	mlatinov/-Sustainable-Habitability-Score-Prediction This project predicts a property's Sustainable Habitability Score using...	11	Experimental	—	R
126	Hamas-ur-Rehman/Boston-Housing-Price-Prediction-Model It is trainned on the Boston Housing Dataset and is used to predict the...	11	Experimental	2	Jupyter Notebook
127	swarajkumarsingh/linear-regression-basic Basic Linear regression model using Pytorch, to predict number of crops...	11	Experimental	2	Jupyter Notebook
128	enstit/RealEstateSalesPricesEstimation Statistical study project for estimating Sales Prices of Iranian Real Estate...	11	Experimental	—	HTML
129	CheeseCakeyy/House-Price-Prediction-ML-Pipeline End-to-end machine learning pipeline for predicting housing prices using...	11	Experimental	—	Jupyter Notebook
130	yash-makadia/Predicting-Perfect-Rating-Scores-for-Airbnb-Listings Predicts perfect Airbnb listing ratings using R, with Ranger Random Forest,...	11	Experimental	—	R
131	youmna-saifullah/House-Price-Prediction-AI House Price Prediction (Task 6) \| DeveloperHub Internship Developed an...	11	Experimental	—	—
132	PriyanshuSingh44/house-price-prediction-Beginner A beginner-friendly machine learning project that predicts house prices...	11	Experimental	—	Jupyter Notebook
133	hopeswright-png/house-price-prediction Random Forest model predicting house prices with 89% accuracy (R²=0.89,...	11	Experimental	—	Jupyter Notebook
134	ayush6447/House-Price-Prediction-model This project uses Linear Regression to predict house prices based on...	11	Experimental	—	Jupyter Notebook
135	Nandd11/House-Price-Prediction-ML Predict house sale prices using Linear Regression with preprocessing,...	11	Experimental	—	Jupyter Notebook
136	Dhruvish-28/Melbourne-Housing-Price-Prediction CatBoost-based housing price regression model with cross-validation and...	11	Experimental	—	JavaScript
137	vinodbavage31/House-price-pred House Price Prediction using Python ML stack. Includes EDA, modeling,...	11	Experimental	8	Jupyter Notebook
138	aliahmad552/pakistan_house_price_predictor A machine learning web app that predicts house prices across 5 major cities...	10	Experimental	4	Jupyter Notebook
139	andreabazerla/housing-price-prediction Housing Price Prediction in Milan (Italy) through Neural Networks of Deep...	10	Experimental	1	Jupyter Notebook
140	sr9dc/Pittsburgh_Single_Family_Home_Price Pittsburgh Single Family Home Prediction with Non-Conventional Data Streams	10	Experimental	1	Jupyter Notebook
141	Hugo-Hattori/Property_Price_Prediction_Machine_Learning Machine Learning Project to create an AI capable of predicting property's...	10	Experimental	1	Jupyter Notebook
142	nicekid1/Tehran-Housing-Price-Prediction Predicting Tehran Housing Prices using Machine Learning and Deep Learning A...	10	Experimental	4	Jupyter Notebook
143	smb-h/house-price-prediction Dynamic Real Estate Valuation	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Linear-Regression-Model-for-House-Price-Prediction and machine-learning-regression (36 vs 33) Linear-Regression-Model-for-House-Price-Prediction and House-Price-Prediction-Using-Linear-Regression (36 vs 26) model-res-avm and model-condo-avm (49 vs 42) House_Price_Prediction and housing-price-predictor (30 vs 29) Housing-Prices-Advanced-Regression-Techniques and House-Prices-Advanced-Regression-Techniques (32 vs 27) BANGALORE-HOUSE-PRICE-PREDICTION and Bangalore-Real-Estate-Price-Prediction-WebApp (42 vs 41)