Hieu Vu Tran's Projects
Tutorial on Activity Recognition Chain for Wearable Devices
Code for the paper "Autism Classification Using Topological Features and Deep Learning: A Cautionary Tale"
A list of awesome GNN systems.
A comprehensive survey on the time series domains
π A ranked list of awesome machine learning Python libraries. Updated weekly.
We have created a model to predict how many bicycles will be rented in the following days.
LSTM model on multi modal sensor dataset for continuous stress detection of nurses in a hospital (Assignment)
Causal Effect Network
Materials for the useR2017 tutorial on changepoint detection
Change point detection by using density ratio estimation
Stress detection using Convolutional Neural Network and Gramian Angular Field images
An example of using a discriminator to correct for a difference in the distributions between the training and test data.
Dask tutorial
This repository is associated with the blog post on "Data Generators with Keras and Tensorflow on Google Colab"
Implementation related to the Deep Complex Networks
DIstributed Persistence-Optimized Local Embeddings
Cardiologist-level arrhythmia detection and classification using deep neural networks.
ECG arrhythmia classification using a 2-D convolutional neural network
ECG Arrhythmia classification using CNN
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
An open-source toolkit for entropic time-series analysis.
Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data
Explainable Deep Neural Networks
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
Multi Task Learning example with Keras
FinancialVision
Are you ready to FLIRT with your wearable data?
time series forecasting with image
Multivariate timeseries to multivariate timeseries convolution regressor based on the article "Encoding Time Series as Images for Visual Inspection and Classification Using Tiled Convolutional Neural Networks" by Wang, Z.; Oates, T. in Proceedings of the Workshops at AAAI Conference on Artificial Intelligence, Honolulu, HI, USA, 27 Januaryβ1 February 2019, pp. 40β46.