Child Mind Institute - Detect Sleep States Kaggle Competition

Overview

This repository contains my solution for the Child Mind Institute - Detect Sleep States Kaggle competition. The goal of this competition is to develop a model that accurately detects different sleep states from provided data.

Files

• Notebooks:
  • datamining-23-cs5227-gr09.ipynb :NoteBook
  • uom-239329t-gr09-prediction.ipynb: Run with XGBoost Prediction
    • uom-239329t-gr09-xgboostmodel.ipynb:XGBoost model
      -uom-239329t-gr09.ipynb: Final Notebook

Dependencies

• Python 3.7
• Pandas
• NumPy
• Scikit-learn
• TensorFlow
• Jupyter Notebook

Usage

1. Clone the repository:

   git clone https://github.com/kokul93/Algorithm.git
   cd child-mind-institute-sleep-detection