803908

803908's Stars

• anishoswal/Feature-Engineering-on-CGM-TimeSeries

  Feature Extraction, Validation, Verification and PCA on CGM time series data signifying glucose levels of a patient on meal intakes.

  Language:Python53

• Ashwiinii/terrain-detection

  Training a Bidirectional LSTM to classify different terrains from time series data.

  Language:Jupyter Notebook1

• MirMikael/Bidirectional-LSTM-GRU-to-Time-Series-Signal-Classification

  Language:Jupyter Notebook1

• krisandre7/daphnet-freezing

  Language:Jupyter Notebook1

• pravinkumaaar/FoG_Daph

  Daphnet FoG prediction

  Language:Jupyter Notebook1

• TheMrGhostman/InceptionTime-Pytorch

  Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Variational AutoEncoder

  Language:Jupyter Notebook459

• NikitaNitinModi/Extraction-of-time-series-features-for-human-activities

  Language:Jupyter Notebook1

• Uttamkannantha/Time-Series-Classification-Part-1--Feature-Creation-Extraction

  Language:Jupyter Notebook1

• zygmuntz/time-series-classification

  Classifying time series using feature extraction

  Language:Python8617

• sktime/sktime

  A unified framework for machine learning with time series

  Language:Python8k1.4k

• blue-yonder/tsfresh

  Automatic extraction of relevant features from time series:

  Language:Jupyter Notebook8.5k1.2k

• fraunhoferportugal/tsfel

  An intuitive library to extract features from time series.

  Language:Python954144

• predict-idlab/tsflex

  Flexible time series feature extraction & processing

  Language:Python40626

• JingweiToo/EMG-Feature-Extraction-Toolbox

  This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications.

  Language:MATLAB8822

• ccube85/Piecewise_Segmentation_Stock_Price

  Python code implementing the piecewise segmentation of a signal given in input. Three main algorithms (sliding windows, top down and bottom up) are implemented and compared

  Language:Python102

• mu-xiaofan/C534-project

  Daphnet Freezing of Gait

  Language:Python1

• cooper-a/fog-detection

  Realtime (online) Freezing of Gait Detection using LSTM-FCN achieving test set F1 score of 90.4%

  Language:Jupyter Notebook1

• joslack/freezing-of-gait-exploration

  testing various machine learning algorithms for detection and prediction of freezing of gait in parkinsons patients.

  Language:HTML1

• juliacamps/FOG

  Freezing of Gait detection using deep learning techniques

  Language:Python61

• esansano/dl-for-har-comparison

  Comparison of frequently used deep learning architectures (LSTM, biLSTM, GRU and CNN) on ten Human Activity Recognition datasets.

  Language:Python176

• hfawaz/InceptionTime

  InceptionTime: Finding AlexNet for Time Series Classification

  Language:Python648149

• moon-hotel/TransformerClassification

  A Transformer Framework Based Classification Task

  Language:Python247

• terminalai/GaitMonitoringForParkinsonsDiseasePatients

  To monitor gait patterns to detect freezing of gait. Done as part of the Singapore Science Mentorship Programme + CS4131 module + extended.

  Language:Jupyter Notebook176

• eno-lab/IMU-based-HAR-benchmark

  Language:Python52

• saif-mahmud/hierarchical-attention-HAR

  [PAKDD-2021] Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition

  Language:Jupyter Notebook167

• terryum/Data-Augmentation-For-Wearable-Sensor-Data

  A sample code of data augmentation methods for wearable sensor data (time-series data)

  Language:Jupyter Notebook39578

• AccSrd/multimodal-Parkinson-data-processing

  Multimodal Dataset of Freezing of Gait in Parkinson's Disease

  Language:Python406

• wuwusky/lite_hrnet

  Lite-HRNet: A Lightweight High-Resolution Network

  Language:Python496

• WangChyanhassth-2say/BlazePose_torch

  pytorch implement of google blazePose

  Language:Cuda214

• geaxgx/depthai_blazepose

  Language:Python34069