Data

• Directory with kaggle dataset,also the additional dataset I downloaded,that could be used in the future

data_training.ipynb

• code for data exploration,feature extraction and training data creation

model.ipynb

• code training models,checking performances,visualisations(the machine learning part)

predict.ipynb

• code predicting 2015 tournament results using the model

model.pkl

• The pickled model

training.p

• The pickled training set

prediction_2015.csv

• the 2015 tournament predictions in kaggle sample submission format

you can just clone the repo and run everything,just take care of the addresses