hieutv85 Goto Github PK

arc-tutorial

Tutorial on Activity Recognition Chain for Wearable Devices

asd-classification-with-tda

Code for the paper "Autism Classification Using Topological Features and Deep Learning: A Cautionary Tale"

awesome-gnn-systems

A list of awesome GNN systems.

awesome-time-series

A comprehensive survey on the time series domains

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bike-sharing-prediction-with-rnn

We have created a model to predict how many bicycles will be rented in the following days.

causal_inference_with_optns

ce888-7-sp.data_science_decision_making

LSTM model on multi modal sensor dataset for continuous stress detection of nurses in a hospital (Assignment)

cen

Causal Effect Network

change-tutorial

Materials for the useR2017 tutorial on changepoint detection

change_point_detector

Change point detection by using density ratio estimation

classification-of-mental-stress-from-wearable-physiological-sensors-using-deep-neural-network

Stress detection using Convolutional Neural Network and Gramian Angular Field images

covariate-shift-adaption

An example of using a discriminator to correct for a difference in the distributions between the training and test data.

dask-tutorial

Dask tutorial

data-gen-keras

This repository is associated with the blog post on "Data Generators with Keras and Tensorflow on Google Colab"

deep_complex_networks

Implementation related to the Deep Complex Networks

dipole

DIstributed Persistence-Optimized Local Embeddings

ecg-523

Cardiologist-level arrhythmia detection and classification using deep neural networks.

ecg-arrhythmia-classification

ECG arrhythmia classification using a 2-D convolutional neural network

ecg-classification

ECG Arrhythmia classification using CNN

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

entropyhub

An open-source toolkit for entropic time-series analysis.

espresso

Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data

explainable-deep-neural-networks

Explainable Deep Neural Networks

face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

faces-mtl

Multi Task Learning example with Keras

financialvision

FinancialVision

flirt

Are you ready to FLIRT with your wearable data?

forecasting-with-time-series-imaging

time series forecasting with image

gaf-cnn

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 January–1 February 2019, pp. 40–46.