├── README.md ├── download_external_data.sh ├── feature_engineering.sh ├── images ├── stage1_architecture.png ├── stage2_architecture.png └── 附屬建築物面積.png ├── main.sh ├── model_training_and_prediction.sh ├── preprocess_external_data.sh ├── requirements.txt ├── 分享簡報.pdf ├── 外部資料集 └── 鄉鎮土地面積及人口密度(97).ods ├── 官方資料集 └── .gitkeep └── 程式碼檔案 ├── EDA.ipynb ├── feature_engineering_org.ipynb ├── feature_engineering_refactoring.ipynb ├── final_model.ipynb ├── final_model.py ├── preprocess_external_gov_data_by_year.ipynb ├── preprocess_external_gov_data_lease.ipynb ├── preprocess_external_gov_data_pre_sale.ipynb ├── preprocess_external_gov_data_trade.ipynb ├── preprocess_fire_department.ipynb ├── preprocess_gas_station.ipynb ├── preprocess_low_income.ipynb ├── preprocess_police_office.ipynb └── preprocess_population.ipynb /README.md: -------------------------------------------------------------------------------- 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