March Madness Prediction
I made a least square model for predicting winners of March Madness, the national college basketball tournament in the United States.
I built this model with different types of regularizations (L1 and L2), utilizing Python libraries such as NumPy and matplotlib. I ranked at the 32nd place out of 248 teams at the Kaggle competition.
For the main code, please take a look at predict_and_test.ipynb
There is also a write-up we made for a class at: writeup/writeup.pdf