This repository contains all logic that resulted in an 11th place finish in the Kaggle LANL competition to predict laboratory earthquakes.
Please consider the Kaggle forum post as a starting point for my solution.
Brief summary of the repository:
- EDA folder contains some preliminary analysis in R.
- Hyperparameter analysis anlayzes hyperparameter settings for sweeps of LightGBM and Neural network experiments.
- Logic contains the bulk of the approach, most of which is written in Python.
- Submissions contains all submission files that were generated throughout the competition.