ValuAItion

Predicting valuation prices of danish properties using machine learning.

Project started as Hackathon by Resights posted on LinkedIn:

• Snowflake Dataset
• Initial Post
• Final Post

How-To's

Download dataset files:

python -m src.data.download

Run single model training using parameters from model_config.json:

python -m src.model.training_single

Run hyperparameter optimization with optuna:

python -m src.model.training_optuna

Evaluate resulting model and send to submission API with:

python -m src.model.evaluate --run_id <INSERT RUN ID> --submit

Other Resources

• Danmarks statistik: https://www.dst.dk/en/Statistik/dokumentation/nomenklaturer/amt-kom