predicting_defaults

• manipulate_data.py contains functions which allow quick and easy access to the 'Varsity Tutors Defaults' dataset.

• generate_joint_pdf.py contains functions to help build and display the a joint pdf for the 'Varsity Tutors Defaults' dataset.

• knn_timeseries.py contains functions to help build a k-NN model to predict defaults.