Code for the Data Science Bowl 2018 competition on Kaggle, see this post for an explanation of what the notebook does: https://www.kaggle.com/c/data-science-bowl-2018/discussion/54742
The notebook led to a 0.469 score on the stage 1 leaderboard. You need to use the data from the competition to run it. The environment.yml file describes the environment in which this notebook was run.
Our finalsubmission is based on code shared by my team mates here: https://github.com/nicolefinnie/kaggle-dsb2018
They describe the final approach here: https://www.kaggle.com/c/data-science-bowl-2018/discussion/54742#315594
We finished in top 2% in this competition.