Our project is to make predicting classification based on one-channel ECG signal using BiLSTM and CNN

Data folder conatins ECG data from MIT-BIH ECG database

Initail_Resources contains the papers inspired us.

src folder is our code to implement different architecture of our project.

• data.py is to generate the dataloader for pytorch
• main.py is the main entrance to run different algorithm
• train.py is to define the network achitecture
• utils.py contains pre-processing steps

Instructor: Cristina Savin