/thesis

UQ ENGG4801 Thesis - Interpretable Machine Learning for Time Series Data in an ICU Setting

Primary LanguageJupyter Notebook

UQ Thesis

Steps to reproduce:

  1. Place all mimic3 .csv.gz files into the mimic/data_raw folder.
  2. Run MIMIC dataset notebook
  3. To run the modified SHAP for the MIMIC death notebook, ensure https://github.com/Gareth001/shap is cloned into the parent directory of this repository.
  4. Run either MIMIC death or MIMIC death RF notebooks