Pinned Repositories
--ecg
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
AutonFeat
A High Performance Library for Time-Series Featurization.
awesome-ppg
A comprehensive collection of PPG-related resources, including libraries, datasets, tutorials, papers, and more, for researchers and developers in the Photoplethysmography(HR/SpO2/BP) field.
awesome-tda
A curated list of topological data analysis (TDA) resources and links.
awesome-time-series-papers
This repository offers a collection of recent time series research papers, including forecasting, anomaly detection and so on , with links to code and resources.
bctpy
brain connectivity toolbox for python
eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
TEST
learn how to use github
Yolov5-deepsort-inference
Yolov5 deepsort inference，使用YOLOv5+Deepsort实现车辆行人追踪和计数，代码封装成一个Detector类，更容易嵌入到自己的项目中
monsteryi0314's Repositories
monsteryi0314/eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
monsteryi0314/--ecg
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
monsteryi0314/bctpy
brain connectivity toolbox for python
monsteryi0314/ChatGPT
🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
monsteryi0314/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
monsteryi0314/dgl_partition
monsteryi0314/BP-prediction-survey
monsteryi0314/ecg-mit-bih
ECG classification using MIT-BIH data, a deep CNN learning implementation of Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network, https://www.nature.com/articles/s41591-018-0268-3 and also deploy the trained model to a web app using Flask, introduced at
monsteryi0314/EEG-ATCNet
Attention temporal convolutional network for EEG-based motor imagery classification
monsteryi0314/EEG-Conformer
EEG Transformer 2.0. i. Convolutional Transformer for EEG Decoding. ii. Novel visualization - Class Activation Topography.
monsteryi0314/EEG-Transformer
i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension (channel attention) and *temporal dimension*. iii. Common spatial pattern (CSP), an efficient feature enhancement method, realized with Python.
monsteryi0314/eeg_harmonization
monsteryi0314/EEGRAPH
EEGraph: Convert EEGs to graphs with frequency and time-frequency domain connectivity measures.
monsteryi0314/Emotion-Recognition-EEG-Transformer
monsteryi0314/Emotion-Recognition-Transformers
SOTA methods for performing emotion classification using Transformers.
monsteryi0314/Graph-Neural-Network-Papers
图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。
monsteryi0314/graphormer-v2
monsteryi0314/heartrate_analysis_python
Python Heart Rate Analysis Package, for both PPG and ECG signals
monsteryi0314/ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
monsteryi0314/musikcube
a cross-platform, terminal-based music player, audio engine, metadata indexer, and server in c++
monsteryi0314/My-Blog
:palm_tree::octocat:A simple & beautiful blogging system implemented with spring-boot & thymeleaf & mybatis My Blog 是由 SpringBoot + Mybatis + Thymeleaf 等技术实现的 Java 博客系统，页面美观、功能齐全、部署简单及完善的代码，一定会给使用者无与伦比的体验
monsteryi0314/ppg2ecg-pytorch
The official implementation of the paper "Reconstructing QRS Complex from PPG by Transformed Attentional Neural Networks"
monsteryi0314/prml
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
monsteryi0314/SHHS
monsteryi0314/Sleep-Awake-Classifiation-using-PPG
PyTorch implementation of sleep-stage classifier using photoplethysmography (PPG) data.
monsteryi0314/sovaConectivity_Reactivity
monsteryi0314/TimeSeriesMoonlightBox
Time Series Analysis Models Source Code with Deep Learning Algorithms
monsteryi0314/torcheeg
TorchEEG is a library built on PyTorch for EEG signal analysis.
monsteryi0314/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
monsteryi0314/TSception
[TAFFC-2022] PyTorch implementation of TSception v2