Repo for upcoming Manning book on machine learning for tabular data.

This repo contains a Lightning Flash solution to prediction of Airbnb NYC listing prices. The solution is based on the fastai-based solution with the following changes in the model training notebook:

• replace data preparation for fastai with Lightning Flash data preparation
• replace fastai model definition & training in model training notebook with Lightning Flash model definition & training

This solution also uses information from the article Tabular Classification and Regression Made Easy with Lightning Flash.