• Download dataset: https://archive.physionet.org/users/shared/challenge-2019/
• More info about the challenge: https://physionet.org/content/challenge-2019/1.0.0/

Create a virtual environment

python3 -m venv venv-sepsis
source venv-sepsis/bin/activate

Install requirements.txt

pip install -r requirements.txt

Setup Pre-commit hooks for linting

pre-commit clean
pre-commit install

Datasets (after feature engineering)

Trasformer - hour by hour prediction

Transformer - patient level prediction