# ECG-Signal-Analysis

**Repository Path**: xlk0101/ECG-Signal-Analysis

## Basic Information

- **Project Name**: ECG-Signal-Analysis
- **Description**: af detect projo
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-08-01
- **Last Updated**: 2022-08-02

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DS3001 Course Project

## Author: Jiacheng Wang, Weiheng Li

* 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