Telstra Network Disruptions

My code for Telstra Network Disruptions Kaggle competition.

This code has a companion blog post with my competition writeup.

Competition data can be downloaded here and should go into the data folder. data folder also contains my final ensemble's predictions for the test set and out-of-fold predictions for the train set.

See my notebooks for:

• Automatic model tuning with Sacred and Hyperopt

To be added later:

• Discovering the magic feature and some visualizations
• Running all models and ensembling
• Calibrating probabilities
• Refining a random forest

Code for loading data and building features is in src/telstra_data.py.