seehiong/hdb-price-predictor
A Streamlit web app that predicts Singapore HDB resale flat prices using a pre-trained XGBoost model. Includes an interactive transaction map, light/dark theme toggle, and Docker support for easy deployment.
This tool helps individuals estimate the resale price of Housing & Development Board (HDB) flats in Singapore. You input property details like flat type and location, and it provides an predicted price, alongside an interactive map showing recent HDB transactions. It's designed for potential HDB buyers, sellers, or real estate agents looking for quick property valuations.
155 stars. No commits in the last 6 months.
Use this if you need a quick, data-driven estimate for an HDB flat's resale price in Singapore and want to see nearby transaction data.
Not ideal if you need a valuation for non-HDB properties or require a highly customized model that can incorporate real-time market nuances beyond its existing training data.
Stars
155
Forks
20
Language
Python
License
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Category
Last pushed
Jul 16, 2025
Commits (30d)
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