Portable Predictions

A Streamlit app for analyzing and predicting housing prices across California counties using ML models and crime data integration.

Features

• Predict prices using Linear, Ridge, Random Forest, and XGBoost models
• Visualize safety metrics by ZIP code
• SHAP-based model interpretability
• Investment recommendation score

Run on StreamLit

https://portablepredictions.streamlit.app/

Run Locally

git clone https://github.com/mpate1001/portable_predictions.git
cd your-repo
pip install -r requirements.txt
streamlit run Portable_Predictions_v1.py