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 168 housing price prediction frameworks tracked. 1 score above 50 (established tier). The highest-rated is ccao-data/model-res-avm at 53/100 with 57 stars.

Get all 168 projects as JSON

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# Framework Score Tier
1 ccao-data/model-res-avm

Automated valuation model for all class 200 residential properties in Cook...

53
Established
2 Amey-Thakur/BANGALORE-HOUSE-PRICE-PREDICTION

Machine Learning Project to Predict House Prices in Bangalore.

49
Emerging
3 vishwasbasotra/Bangalore-Real-Estate-Price-Prediction-WebApp

This Model/WebApp predicts real estate price in Bangalore.

48
Emerging
4 ccao-data/model-condo-avm

Automated valuation model for all class 299 and 399 residential condominiums...

46
Emerging
5 huzaifsayed/Linear-Regression-Model-for-House-Price-Prediction

Linear Regression Model for Real State House Price Prediction

43
Emerging
6 irahorecka/craigslist-housing-miner

A global scraping tool for Craigslist housing

42
Emerging
7 massquantity/Kaggle-HousePrices

Kaggle Kernel for House Prices competition ...

41
Emerging
8 agrawal-priyank/machine-learning-regression

Built house price prediction model using linear regression and k nearest...

40
Emerging
9 aildnont/HIFIS-model

Machine learning models for prediction of chronic homelessness using the...

39
Emerging
10 noahgift/real_estate_ml

Machine Learning for Real Estate

39
Emerging
11 tatha04/Housing-Prices-Advanced-Regression-Techniques

This notebook explores the housing dataset from Kaggle to predict Sales...

39
Emerging
12 JensBender/rental-price-prediction

🏠 Predicting Singapore rental prices using XGBoost. Includes web scraping of...

38
Emerging
13 MYoussef885/House_Price_Prediction

The "House Price Prediction" project focuses on predicting housing prices...

37
Emerging
14 vaibhavvikas/housing-price-predictor

A machine learning project to predict the housing price based on Kaggle...

36
Emerging
15 Viveckh/LilHomie

A Machine Learning Project implemented from scratch which involves web...

36
Emerging
16 bshtmichielsen/house_price_predictor

Predicting the prices of houses using regression.

35
Emerging
17 brandokoch/real-estate-price-prediction

This repository presents an end-to-end process of approaching a machine...

35
Emerging
18 sidharth178/House-Prices-Advanced-Regression-Techniques

The objective of the project is to perform advance regression techniques to...

34
Emerging
19 harshjuly12/House-Price-Prediction-Using-Linear-Regression

This repository contains code for predicting house prices using the Linear...

33
Emerging
20 epigos/house-prices-prediction

Ghana rental house price prediction using machine learning

32
Emerging
21 Tejas-TA/Machine-Learning-Prediction-of-California-House-Prices

The repository contains the California House Prices Prediction Project...

32
Emerging
22 gaeldatascience/property-price-classification

Predicting whether a real estate property in France was sold for more than...

32
Emerging
23 nirdesh17/House-Price-Prediction

This project demonstrates the application of machine learning techniques to...

31
Emerging
24 dgovor/Housing-Price-Prediction-MATLAB

Machine Learning model for price prediction using Linear Regression

31
Emerging
25 youssef-laouina/Predicting-Apartments-Prices-in-Buenos-Aires

Machine learning project predicting real estate prices in Buenos Aires,...

31
Emerging
26 Sudhanshu1st/Advanced-House-Prediction-EDA

In this Data science project I tried to create Jupyter notebooks for EDA and...

30
Emerging
27 CodeByPinar/House-Price-Prediction-Project

🏠 This project focuses on predicting house prices using advanced regression...

28
Experimental
28 Vasi012/PP5-Predictive-Analysis

Milestone Project for Predictive Analytics Specialisation at Code Institute:...

27
Experimental
29 nkrivoshey/Analysis-of-the-Dubai-Real-Estate-market

Detailed analysis of the property market for the period Jan-June 2023 of Dubai

27
Experimental
30 mohataher/spark-ml-predict-uk-house-prices

Predict prices of UK houses using Spark ML.

27
Experimental
31 XuanyouLiu/US-Real-Estate-Analysis

US Real Estate Rental Price Analysis

26
Experimental
32 RafiShaik-AI/house-price-prediction-ml

Machine learning project to predict house prices using Linear Regression....

25
Experimental
33 eboekenh/House_Price_ML_Light_GBM

Kaggle House Prices competition — LightGBM regression with feature...

25
Experimental
34 Gimmick12-DYY/Duke-Datafest2025

Real estate leasing trend analysis using geospatial data and machine...

24
Experimental
35 G0rav/House_Rent_Predictor

A Machine Learning model to predict the rent price of the house based on the...

24
Experimental
36 3bsalam-1/Regression-Models

🏡A comprehensive collection of regression model implementations using both...

24
Experimental
37 yamachang/ML-real-estate-prediction

A comprehensive ML project leveraging regression models to accurately...

24
Experimental
38 MATHEESHA2/Boston-Housing-Price-Predictor

🔮 Boston Home Price Estimator | Live Demo Available Web application...

23
Experimental
39 ahmadali-jamali/Bostone-housing-price-prediction

Dataset Boston Housing Price prediction

23
Experimental
40 amirmohammadgholampour/Home-price-detection-system

Machine Learning project for predicting California housing prices using...

23
Experimental
41 haroldeustaquio/Ames-Housing-Price-Predictor

Ames Housing Price Predictor is an ML project focused on predicting housing...

23
Experimental
42 nisarmasid/California-housing-prediction

California house price prediction is done in this notebook

23
Experimental
43 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...

23
Experimental
44 RelonViFleppy/Iowa-Housing-ML

End-to-end Iowa Housing analysis using Decision Trees and Random Forest....

23
Experimental
45 subash12345679-png/RentalPrice-ML-Modeling

📊 Predict apartment rental prices in Tel Aviv using machine learning models,...

22
Experimental
46 roBvert/Experimenting-with-Learning-Curves

📊 Analyze learning curves to diagnose model performance and enhance...

22
Experimental
47 Osamsami/multiple-linear-regression-ols-project

End-to-end Multiple Linear Regression project using OLS Closed Form on...

22
Experimental
48 LuisOrtizUH/House-Sales-Price-Prediction-King-County-USA-Project

🏠 Predict house sales prices in King County, USA, using data analysis and...

22
Experimental
49 DataX-Soham/Advanced_MultiOutput_Regression-

Advanced multi-output regression project predicting California housing prices

22
Experimental
50 binDebug3/HousingAI

(2018) A machine learning program to predict housing prices based on synthetic data

22
Experimental
51 kyawhtetyang/HousePrice_Regression

House price regression pipeline with preprocessing, training, tuning, and...

22
Experimental
52 AsadiAhmad/House-Price-Prediction

Predicting house price with linear regression and feature selection

22
Experimental
53 Akshitha-G/HousePricePredictor-

Regression-based housing price prediction system using Java & ML algorithms...

21
Experimental
54 frezixs/House_Price_Forecasting

Predicting House Price in Beijing, Shanghai using various data analytic...

21
Experimental
55 Ramtin-Karbaschi/HousingPriceAdvance_KERASmodel

Advanced machine learning implementation for housing price prediction,...

21
Experimental
56 jucallej/House-Price-Predictor

House price predictor based on the UK land registry data

20
Experimental
57 sushrutshitoot/Housing-Market-Price-Prediction

Build a predictive model for the sale prices of homes in a city and explore...

20
Experimental
58 VictorHoffmann1/ENS-Challenge-Data-Real-Estate

This challenge organized by ENS Ulm and Collège de France was about...

20
Experimental
59 zermelozf/tokyohouseprice

An analysis of the factors that explain real estate prices in Tokyo.

20
Experimental
60 undiscovered-genius/House-Price-Prediction-Android-Application

House Price Prediction for Pune and Bangalore. This app uses two api which...

20
Experimental
61 BerkKilicoglu/AI-House-Guide-Application

Desktop application that predict house price with machine learning model.

19
Experimental
62 swarajkumarsingh/linear-regression-basic

Basic Linear regression model using Pytorch, to predict number of crops...

18
Experimental
63 Hamas-ur-Rehman/Boston-Housing-Price-Prediction-Model

It is trainned on the Boston Housing Dataset and is used to predict the...

18
Experimental
64 Ramtin-Karbaschi/HousePrice_RFmodel

This housing price prediction system leverages ensemble learning techniques...

18
Experimental
65 Anamikaasinghraj/end-to-end-housing-price-prediction-ml

End-to-end housing price prediction using regression and boosting models...

17
Experimental
66 vinodbavage31/Ames-house-price-prediction

A clean, end-to-end machine learning project for predicting house prices...

17
Experimental
67 andreabazerla/housing-price-prediction

Housing Price Prediction in Milan (Italy) through Neural Networks of Deep...

17
Experimental
68 vinodbavage31/House-price-pred

House Price Prediction using Python ML stack. Includes EDA, modeling,...

17
Experimental
69 pandakitty/housing-eda.html

A full-stack machine learning solution for predicting Anchorage housing...

17
Experimental
70 sr9dc/Pittsburgh_Single_Family_Home_Price

Pittsburgh Single Family Home Prediction with Non-Conventional Data Streams

17
Experimental
71 nicekid1/Tehran-Housing-Price-Prediction

Predicting Tehran Housing Prices using Machine Learning and Deep Learning A...

16
Experimental
72 ahmed1996said/dubai-housing-prices

ML model trained on data from Bayut.com to predict housing prices in Dubai

16
Experimental
73 Chonf-pkz/Machine-Learning-Predicted-House

📈 Applied Statistics - Linear Regression (MAS291) in Machine Learning

16
Experimental
74 aliahmad552/pakistan_house_price_predictor

A machine learning web app that predicts house prices across 5 major cities...

16
Experimental
75 richim96/ih-king-county-price-prediction

Exploratory data analysis and predictive modeling on King County, WA house...

16
Experimental
76 rifaldomalau/Real-Estate-Price-Prediction

Artificial Intelligence -> Machine Learning (ML) -> Supervised Learning ->...

16
Experimental
77 Dayan8554/House-Price-Model

🏠 Predict house prices using machine learning with data cleaning, feature...

16
Experimental
78 UtkarshPrajapati/House-Price-Predictor

Bangalore House Price Predictor Engine made with Python for Training Machine...

16
Experimental
79 Abdulbaqi78692/house-price-prediction

🏠 Predict house prices accurately using machine learning with Python and...

15
Experimental
80 Hazrat-Ali9/House-Price-Prediction-with-Machine-Learning

⚽ House ⚾ Price 🥎 Prediction 🏀 Machine 🏐 Learning ⛸ is 🚁 a data 🛸 science 🚟...

15
Experimental
81 Bhavani-adabala24/House-price-prediction-ML

Machine Learning project that predicts house prices using Linear Regression...

15
Experimental
82 thienhavosong1/house-price-prediction

Machine Learning project to predict house prices using the Ames Housing dataset.

14
Experimental
83 msmsimon00/sf-assessor-prediction

Predictive model of San Francisco Residential Properties (Single-Family & Condo)

14
Experimental
84 architfx-Coder/chennai-realestate-analysis

EDA + ML model identifying property price drivers across Chennai...

14
Experimental
85 akorablov/house_price_prediction

Comparative analysis of linear and tree-based models for house price prediction.

14
Experimental
86 qaracuck/intelligent-homevaluator-madrid

🏡 Predict real estate prices in Madrid using a machine learning model, with...

14
Experimental
87 Tarun3518/house-price-prediction

House price prediction using Linear Regression

14
Experimental
88 manisharan77/House-Price-Prediction

"House Price Prediction using ML — Linear Regression, Random Forest &...

14
Experimental
89 Osamsami/house-price-linear-regression

End-to-end Machine Learning project predicting house prices using Linear...

14
Experimental
90 angelalim095/hdb-resale-price-analysis

Analysis and prediction of Singapore HDB resale prices using Python,...

14
Experimental
91 jitensikka/House-Price-Predictor

Machine Learning project that predicts house prices based on features like...

14
Experimental
92 aldiaulia77/house-price-prediction-django

House price prediction web application built with Django and Machine Learning.

14
Experimental
93 vikivinieratou-ship-it/Housing-Price-Prediction-Linear-Regression---R

housing-price-prediction-r

14
Experimental
94 vivekanandhan1589-cpu/House-Price-Prediction

Machine Learning project to predict house prices using regression models

14
Experimental
95 cthejal/house-price-prediction

Predicts residential property sale prices using Linear Regression and Random...

14
Experimental
96 TahirKurtar/Zillow_Housing_Market_Analysis

Data-driven analysis of U.S. housing affordability (2012–2024) using Zillow...

14
Experimental
97 TareqAlKushari/Linear-Regression-For-Boston-House-Price-By-Using-PyTorch

This repository showcases a machine learning project that leverages PyTorch...

14
Experimental
98 MaickCrack/DataZenixSolutions_DataAnalytics-Project3

📊 Build a predictive model to estimate house prices using Linear Regression,...

14
Experimental
99 DilanCalvo/Linear-Regression-Models-Machine-Learning

Regularized linear regression analysis (Lasso, Ridge & baseline) on the...

14
Experimental
100 Eshitasri/HousePricePrediction

Machine Learning project predicting housing prices using regression models...

14
Experimental
101 JCameronH/Real-Estate-Application

Machine learning pipeline to identify motivated home sellers using public...

14
Experimental
102 bhushanpatil-ai-ml/house-price-prediction

Advanced ML regression pipeline for house price prediction with EDA, feature...

14
Experimental
103 HaDo1802/housing_price_predictor

A production-ready ML pipeline to predict house price using linear and...

14
Experimental
104 EllaN12/US_Rental_Market

Analysis of US rental Market

14
Experimental
105 Voto205/House-Price-Predictor

🏠 Predict house prices accurately using machine learning with this advanced...

14
Experimental
106 PranshuGhori/california-housing-price-prediction

Predict California housing prices using scikit-learn (EDA, preprocessing,...

14
Experimental
107 Shotza247/California_Housing_PredictionV1

Predicts California district-level house prices using census data —...

14
Experimental
108 kubaamarczak/house-price-prediction-system

House price prediction system using Linear Regression, Regularization...

14
Experimental
109 abdullahmahmood786/house-price-regression

Full ML pipeline on California housing data — feature engineering, Random...

14
Experimental
110 richim96/ironkaggle-king-county

Exploratory data analysis and predictive modeling on King County, WA house...

14
Experimental
111 HusnainQasid/House-price-predictor-ML_

Machine Learning project for predicting housing prices using Linear...

14
Experimental
112 richardrhanly-us/melbourne-housing-price-prediction

End-to-end machine learning project predicting Melbourne housing prices...

14
Experimental
113 chinh2k3/House_Price_Prediction

House price prediction using regression models with a full preprocessing pipeline.

14
Experimental
114 erick957/saleprice-prediction-dataset-analysis-and-cleaning-advance-regression

🏠 Predict house prices using advanced regression techniques with this...

14
Experimental
115 Chirag-13a/house-price-prediction

A beginner AI project that predicts house prices based on area (sq ft) and...

14
Experimental
116 mohamed-elkholy95/house-price-prediction

House price prediction with linear regression, random forest, and gradient...

14
Experimental
117 yuki-path-journey/Kaggle-Housing-Analysis-Journal-Kaggle-

Kaggle Data Science & Machine Learning: House Prices and Detective Intuition...

14
Experimental
118 subham23s/house-price-predictor

Predicts California house prices using Linear Regression and Random Forest....

14
Experimental
119 ProjectByAbhi/house-price-prediction-model-tuning-ml

House Price Prediction using Machine Learning with model validation,...

14
Experimental
120 Jeanbastidas/House-price-prediction

🏠 Predict house prices using advanced machine learning techniques for...

14
Experimental
121 Likky-stack/house_price_prediction

Developed a Linear Regression model to predict house prices using features...

14
Experimental
122 Venkatesh-Daggu/indian-house-price-prediction

ML project to predict Indian house prices and classify properties as good...

14
Experimental
123 Niklas309/California-House-Prediction

🏡 Predict California house prices using machine learning techniques like...

14
Experimental
124 giri-codes/bengaluru-house-price-prediction

Machine learning regression model to predict Bengaluru house prices using...

14
Experimental
125 CheeseCakeyy/House-Price-Prediction-ML-Pipeline

End-to-end machine learning pipeline for predicting housing prices using...

13
Experimental
126 yash-makadia/Predicting-Perfect-Rating-Scores-for-Airbnb-Listings

Predicts perfect Airbnb listing ratings using R, with Ranger Random Forest,...

13
Experimental
127 innovatorved/HousePrizePrediction

House Price Prediction using Supervised Machine Learning ( Linear Regression Model )

13
Experimental
128 eigenlambda123/hands-on-ml-regression

An end-to-end regression pipeline using Scikit-Learn and the California...

13
Experimental
129 mlatinov/-Sustainable-Habitability-Score-Prediction

This project predicts a property's Sustainable Habitability Score using...

13
Experimental
130 hopeswright-png/house-price-prediction

Random Forest model predicting house prices with 89% accuracy (R²=0.89,...

13
Experimental
131 Nandd11/House-Price-Prediction-ML

Predict house sale prices using Linear Regression with preprocessing,...

13
Experimental
132 Dhruvish-28/Melbourne-Housing-Price-Prediction

CatBoost-based housing price regression model with cross-validation and...

13
Experimental
133 PriyanshuSingh44/house-price-prediction-Beginner

A beginner-friendly machine learning project that predicts house prices...

13
Experimental
134 ajuare5/austin-housing-prediction

Ensemble ML models (Random Forest, Bagging) to predict Austin residential...

13
Experimental
135 abbaskhan0345/Bengaluru_House_prediction_project

This project is a machine learning model that predicts house prices in...

13
Experimental
136 Vishwakarma-Saurabh/california-housing-ml-system

ML project: Predicting real estate prices using california_housing dataset....

13
Experimental
137 ayush6447/House-Price-Prediction-model

This project uses Linear Regression to predict house prices based on...

13
Experimental
138 Aqibahmed12/House-Price-Prediction

🏠 This project uses a Linear Regression model to predict the sale prices of...

12
Experimental
139 nisyatr/random-forest-for-buildings-height-estimation

This project aims to estimate building's height on historical maps based on...

12
Experimental
140 smb-h/house-price-prediction

Dynamic Real Estate Valuation

12
Experimental
141 RoryThomas16/Cardiff-Housing-Price-Predictor

Web-scraping Rightmove data to build up predictors and forecasts for house price

12
Experimental
142 rifaldomalau/California-Housing-Dataset

Artificial Intelligence -> Machine Learning (ML) -> Supervised Learning ->...

12
Experimental
143 ingGibran/House-Price-Predictor

How much would my house cost? 🤔

12
Experimental
144 aliahmad552/lahore_house_price_prediction

This is a machine learning web application built with Flask that predicts...

12
Experimental
145 Hugo-Hattori/Property_Price_Prediction_Machine_Learning

Machine Learning Project to create an AI capable of predicting property's...

12
Experimental
146 thomaschiari/AmesAnalysisLab-Java

Trabalhando com o Dataset Ames em Java, aplicando métodos de...

11
Experimental
147 IsmaelMousa/house-price-prediction

End to end machine learning pipeline for house price prediction using...

11
Experimental
148 thedigitalchief/realestate-price-ml

Machine learning real estate housing market analyzer and price predictor....

11
Experimental
149 jessanrendell/real-estate-valuation

Determine which variables affect real estate prices in Sindian District, New...

11
Experimental
150 vaishnaviibhaldand28/Syntacxhub_House_Project

Machine Learning Project Predicting house prices using pandas, python scikit-learn

11
Experimental
151 enstit/RealEstateSalesPricesEstimation

Statistical study project for estimating Sales Prices of Iranian Real Estate...

11
Experimental
152 axwell0/DariPrice

A house & apartment pricing model for Tunisian real estate

11
Experimental
153 alva922/Real-Estate-REIT-Amsterdam-NL

Python Data Science for Real Estate REIT Amsterdam, North Holland, The Netherlands

11
Experimental
154 adityanaranje/house_price_predictor

Predicting house price using decision tree regressior.

11
Experimental
155 nisarmasid/Housing-price-prediction

house price prediction

11
Experimental
156 RajKhanke/Pune_Houseprice_prediction_R

The repository contains a Pune house price prediction system build using R...

11
Experimental
157 korkridake/realestate-us-zillow

Understanding Real Estate Market Through Zillow Economic Data: a Time-Series...

11
Experimental
158 shervinnd/House_price_prediction_with_linear_regression

predict house prices in America, in the first part, we clean the dataset and...

11
Experimental
159 bryanlusse/HousePrices__NetworkTraining

Network made to predict house prices

11
Experimental
160 Jayita11/ANN-Regression-House-Price-Prediction

This project uses an ANN model to predict house prices based on features...

11
Experimental
161 jibbs1703/King-County-House-Prices

This repository contains a price prediction model for King County,...

11
Experimental
162 FatulM/house-price-prediction

House Price Prediction

11
Experimental
163 R4hulR/calhousing

California Housing Value Predictor: A machine learning project that predicts...

11
Experimental
164 g3rley/house-prices

:house_with_garden: Predict sales prices and practice feature engineering,...

11
Experimental
165 Anandhidhashaji/house-price-prediction-ml

Machine Learning project to predict house prices using Python and Linear Regression.

11
Experimental
166 mvnbernardes-source/previsao-preco-imoveis

Projeto completo de Data Science para previsão de preço de imóveis usando regressão.

11
Experimental
167 KauaHenSilva/python_statsmodels_property_price_square_meters

A Python project using Statsmodels to predict property prices based on...

10
Experimental
168 FlorinAndrei/predict-sale-prices-regression

Predict sale prices via regression models, using PCA, k-means clustering,...

10
Experimental