AviatorYan's repositories
deep_learning_with_noisy_labels_literature
This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.
electronic-wechat
:speech_balloon: A better WeChat on macOS and Linux. Built with Electron by Zhongyi Tong.
cleanlab
学习cleanlab的源码实现
HRV
Methods for analyzing Heart Rate Variability
non-contact-sleep-apnea-detection
Gihan Jayatilaka, Harshana Weligampola, Suren Sritharan, Pankayaraj Pathmanathan, Roshan Ragel and Isuru Nawinne, "Non-contact Infant Sleep Apnea Detection," 2019 14th Conference on Industrial and Information Systems (ICIIS), Kandy, Sri Lanka, 2019, pp. 260-265, doi: 10.1109/ICIIS47346.2019.9063269.
mhrv
Matlab toolbox for calculating Heart-Rate Variability metrics on ECG signals
PhysioNet-Cardiovascular-Signal-Toolbox
PhysioNet Cardiovascular Signal Toolbox
DBSCAN-for-Matlab
using kd-trees
Apnea-ECG
Detect sleep apnea using heart rate data from wearable devices
SNNDPC
Shared Nearest Neighbor-based Clustering by Fast Search and Find of Density Peaks
ECGDelNet
ECG delineator network for ambulatory 2-lead recordings
Area-Under-the-Margin-Ranking
Implementation of the paper Identifying Mislabeled Data using the Area Under the Margin Ranking: https://arxiv.org/pdf/2001.10528v2.pdf
matlab-kmeans
Fast implementation of the K-Means clustering algorithm adapted to work on 3D image arrays in MATLAB.
Tianchi_ECG_Competition
心电异常检测
tianchi_ecg
"合肥高新杯"心电人机智能大赛（https://tianchi.aliyun.com/competition/entrance/231754/introduction）
pubmed_parser
:clipboard: Python XML parser for PubMed Open Access subset and MEDLINE dataset
Obstructive-Sleep-Apnea-Detector
Detection of Obstructive Sleep Apnea using Heart Rate Variability in ECG Signals using the Time Domain and Frequency Domain methods and Classification is done using SVM(Support Vector Machines) and K-Means Clustering.
SleepApneaDetection
Detection of sleep apnea using machine learning
cvpr15deepcompare
Code and models for "Learning to Compare Image Patches via Convolutional Neural Networks"
ApneaECGAnalysis
This project includes preprocessing of APNEA-ECG database and a LSTM-RNN model for per-segment OSA detection.
esp-idf
Espressif IoT Development Framework. Official development framework for ESP32.
HRV-detrend
Matlab implementation of HRV detrend by MP Tarvainen et al., 2002
autograd
Efficiently computes derivatives of numpy code.
som-cpp
Self Organizing Map (SOM) is a type of Artificial Neural Network (ANN) that is trained using an unsupervised, competitive learning to produce a low dimensional, discretized representation (feature map) of higher dimensional data.
spline-interpolation
spline interpolation implemented by Matlab and C++
Phasor-Transform-for-Automatic-Delineation-of-Single-lead-ECG-Fiducial-Points
Custom implementation of signal processing based approach For ECG signal fiducial points delineation as presented in Martinez 2010 paper (http://iopscience.iop.org/article/10.1088/0967-3334/31/11/005/meta)
lz78-1
a toy Lempel-Ziv-78 implementation
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
Machine_Learning_ECG
A Project Using Machine Learning to Mining ECG Data