Repo for upcoming Manning book on machine learning for tabular data.
This repo contains an XGBoost-based solution to prediction of Airbnb NYC listing prices. The solution is based on the Keras-based solution with the following changes in the model training notebook:
- transform input data to the model to be a numpy array of lists
- replace Keras model defintion & training in model training notebook with XGBoost model definition & training