cool89

HeartRate-Tracking

The PPG signal is collected at the wrist by a watch. There are three types of noise that need to be eliminated. The format of data: A: PPG-G(7.5x10^-7 = uA), B: ACC-X, C: ACC-Y, D: ACC-Z.

E2E-PPG

End-to-End PPG Processing Pipeline for Wearables: From Quality Assessment and Motion Artifacts Removal to HR/HRV Feature Extraction

BIOBSS

A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

UniTS

A unified multi-task time series model.

OptimizedArrhythmiaDetection

Code for Optimized Arrhythmia Detection on Ultra-Edge Devices

awesome-bilibili

b 站的宝藏 up 主名单，他们教技术。关于 Web 开发、计算机科学、机器学习、游戏开发、网络安全等 😎

IMLE-Net

Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"

Medformer

signalprocessingcode

数字信号处理C语言程序集

Python-Machine-Learning-zh

Python机器学习，机器学习入门首选。

freeCodeCamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

seegdb

SEEG database

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

nidaqmx-continuous-analog-io

This script shows how to use nidaqmx package to simultaneously and continuously write to and read from an NI DAQ measurement card analog I/O's.

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

CS-Books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

EcgLib

ECGAnalysis

EP Limited: Open Source ECG Analysis Software Beat Detection and Classification Source Code

ecglib

brainflow

BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors

my-gait-events-tcn

Gait events detection from wearable inertial measurement units based on a temporal convolutional neural network

river

🌊 Online machine learning in Python

VCG_Notebooks

Jupyter Notebooks for extracting ECG data and calculating VCGs

wearablecompute

wearablecompute is an open source Python package containing over 50 data and domain-driven features that can be computed from wearables and mHealth sensor data.

deep-physical-activity-prediction

"UBIWEAR: An end-to-end, data-driven framework for intelligent physical activity prediction to empower mHealth interventions" @ IEEE HealthCom 2022

auritus

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables

bachelor-thesis

Recognition of Multi-Level Human Activities by Implementing an "Activity Recognition Chain" in a Benchmark Dataset. (2018)

self-attention-HAR

[ECAI 2020] Tensorflow 2.x Implementation of "Human Activity Recognition from Wearable Sensor Data Using Self-Attention"

explorepy

Python API for Mentalab biosignal aquisition devices