ss26 / ece381k-applied-ml-project

ECE 381K Applied Machine Learning Course Project @ UT Austin

Detecting Sleep States

Data

Source: https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/data

Usage

1. Install rust

   curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh
   

   Press 1 for the default installation to proceed
2. Install all required packages for the project by running a single command

   poetry install
   

   This creates a virtual environment for the project to isolate the installed packages from the rest of your system's installed packages.

Acknowledgements

The contributors would like to thank the authors of the notebook: https://www.kaggle.com/code/lccburk/feature-engineering-and-random-forest-prediction, which they used for performing the EDA and the random forest predictions.