Download the "ECG Heartbeat Categorization Dataset" from Kaggle: ECG Heartbeat Categorization Dataset. Extract the dataset to a location on your local machine. Update the path to the dataset in the IPYNB. Locate the cell where the dataset is loaded and update the path:
Make sure you have the following libraries installed before running the code:
- pandas
- matplotlib
- seaborn
- numpy
- imbalanced-learn (install using
pip install -U imbalanced-learn
) - scikit-learn
- keras
- tensorflow (assuming it's a requirement for Keras)
- (Add any other specific dependencies your code requires)
You can install the dependencies using the following command:
pip install -r requirements.txt