iPython Notebook in which we try to reverse engineer NBA 2K ratings system using real NBA box scores. Using XGBoost and Ridge Regression.
In this project, we take a deep dive into NBA 2K's rating system, and how it relates to player performance in the real world. We look at the key features that go into predicting a ranking, as well as look at the average statistics for each rating.