Ordinal regression in order to predict how many stars a Yelp review has, based on textual features and using Scikit-Learn. The dataset was provided by Yelp as part of their daily data science contest.
The work is presented in Jupyter notebooks with commentary. Start with charts.ipynb, then move onto modeling.ipynb.