My solution to the Higgs Boson Kaggle competition: https://www.kaggle.com/c/higgs-boson
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README.md

Higgs Modeling

This repository contains:

  • Definitions of new features derived from the raw input data
  • Scripts to process the input data, split it into cross validation set, add new features, and save the results
  • Scripts to read the processed data, fit a model, run that model on the test data, and write the results of the test data to a directory
  • A jupyter notebook which walks through the model design and building process, showing different iterations and why the final version was chosen
  • Docker files so that the analysis can be run in an environment that has all the necessary dependencies

To view the analysis, see notebooks/modeling.ipynb

To run a notebook server from within a Docker container (that can be accessed from outside the container), do:

> run_notebook.sh

To process features, build a model, and make predictions on the test set (from within a Docker container), do:

> ./run_predictions.sh