Hieu Vu Tran's repositories
awesome-gnn-systems
A list of awesome GNN systems.
CE888-7-SP.Data_Science_Decision_Making
LSTM model on multi modal sensor dataset for continuous stress detection of nurses in a hospital (Assignment)
Classification-of-Mental-Stress-from-Wearable-Physiological-Sensors-Using-Deep-Neural-Network
Stress detection using Convolutional Neural Network and Gramian Angular Field images
DIPOLE
DIstributed Persistence-Optimized Local Embeddings
flirt
Are you ready to FLIRT with your wearable data?
ggs_driving
Segmentation Algorithms for Physiological Time Series
Inception_TSC
时间序列分类问题
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
MHVG2MTS
Repository to data sets and features used in "MHVG2MTS: Multilayer Horizontal Visibility Graphs to Multivariate Time Series Analysis".
minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
MoStress
Implementation of MoStress: a Sequence Model for Stress Classification
Multilayer-networks-library
The original library for analysing multilayer networks. http://www.mkivela.com/pymnet/
networkit
NetworKit is a growing open-source toolkit for large-scale network analysis.
networkx
Network Analysis in Python
NeuroKit
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
Nurses-Stress-Dataset
This research paper aimed to detect the stress levels of nurses in a hospital setting using a multimodal sensor dataset consisting of Electrodermal Activity (EDA), Skin Temperature, and Heart Rate (HR) signals.
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
py4cytoscape
Python library for calling Cytoscape Automation via CyREST
skorch
A scikit-learn compatible neural network library that wraps PyTorch
sktime
A unified framework for machine learning with time series
STREDWES-SWELL
Code to reproduce the STREDWES results on the SWELL-KW dataset
Stress
Ensemble Machine Learning Model Trained on Combined Public Datasets Generalizes Well for Stress Prediction Using Wearable Device Biomarkers
stress-detection
Stress detection system showcase that utilizes automatic machine learning for stress detection from wearable sensor data
stressID
StressID - a Multimodal Dataset for Stress Identification
TDA_DeepL_TimeSeries
In this repository i will apply time series classification via topological data analysis in different data sets
time-series-segmentation-benchmark
This repository contains a time series segmentation benchmark.
tslearn
A machine learning toolkit dedicated to time-series data
U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation