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@wadpac Wearable Accelerometer Data Processing And Classification

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    22 repositories

    • GGIR

      Public
      Code corresponding to R package GGIR
      activity-recognitionaccelerometersleepcircadian-rhythmmovement-sensor
      R
      •
      Apache License 2.0
      •62•102•17•0•Updated Dec 24, 2024Dec 24, 2024

    • patientGGIR

      Public
      Functions to generate patient-oriented reports from GGIR output
      R
      •
      Apache License 2.0
      •0•2•0•0•Updated Dec 19, 2024Dec 19, 2024

    • GGIRread

      Public
      Functions for reading accelerometer data files
      R
      •
      Apache License 2.0
      •3•5•0•0•Updated Oct 25, 2024Oct 25, 2024

    • movement-sequence-mapping

      Public
      Code base for deriving movement sequences from accelerometer (Actigraph) data and mapping them to symbolic classes, as originally described in: https://doi.org/10.1249/mss.0000000000001849
      R
      •
      Apache License 2.0
      •0•1•5•0•Updated Aug 15, 2024Aug 15, 2024

    • mechanicalshakerexperiments

      Public
      R
      •
      Apache License 2.0
      •0•0•4•0•Updated Jun 25, 2024Jun 25, 2024

    • profileGGIR

      Public
      Code to aid profiling GGIR
      R
      •
      Apache License 2.0
      •1•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • testGGIR

      Public
      Testing Routine for GGIR
      R
      •
      Apache License 2.0
      •0•0•2•0•Updated Jul 25, 2023Jul 25, 2023

    • read.gt3x

      Public
      R-package for reading Actigraph's binary activity data
      R
      •7•0•0•0•Updated Aug 19, 2022Aug 19, 2022

    • LIDStoolkit

      Public
      R package to aid with LIDS analysis
      R
      •
      Apache License 2.0
      •1•1•1•0•Updated Jul 18, 2022Jul 18, 2022

    • actipy

      Public
      Python tool to process Axivity, GENEActiv, and Actigraph files
      Java
      •
      MIT License
      •8•0•0•0•Updated Jul 17, 2022Jul 17, 2022

    • Sundararajan-SleepClassification-2021

      Public
      Classification of sleep stages using accelerometer data
      Python
      •
      Apache License 2.0
      •16•46•1•0•Updated Jul 13, 2022Jul 13, 2022

    • oss-dev-webinar-series-pb-field

      Public
      Agenda and Notes for Webinar Series for OSS developers in physical behavior research field
      Apache License 2.0
      •1•13•2•0•Updated May 12, 2022May 12, 2022

    • Verisense-Toolbox

      Public
      Tools and utilities to analyse Verisense data
      Python
      •12•0•0•0•Updated Apr 14, 2021Apr 14, 2021

    • barcode-mapping

      Public
      Barcode mapping function from Xinhui Wang for 2019 paper doi: 10.1249/MSS.0000000000001849
      R
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 6, 2020Aug 6, 2020

    • sleepsight-analytics-pipeline

      Public
      Pipeline for processing data from sleepsight wearables
      R
      •
      Apache License 2.0
      •2•0•0•0•Updated Jul 31, 2020Jul 31, 2020

    • code-published-studies

      Public
      Code from published papers
      R
      •
      Apache License 2.0
      •0•0•0•0•Updated Jan 29, 2020Jan 29, 2020

    • sklearn-hierarchical-classification

      Public
      Hierarchical classification module based on scikit-learn's interfaces
      Python
      •
      Apache License 2.0
      •35•1•0•0•Updated Jan 9, 2020Jan 9, 2020

    • mcfly

      Public
      A deep learning tool for time series classification
      JavaScript
      •
      Apache License 2.0
      •81•2•0•0•Updated Sep 28, 2019Sep 28, 2019

    • hsmm4acc

      Public
      Behaviour detection in wearable movement sensor data
      Python
      •
      Apache License 2.0
      •7•11•2•0•Updated Sep 4, 2019Sep 4, 2019

    • psg-ncl-acc-spt-detection-eval

      Public archive
      R
      •
      Apache License 2.0
      •4•5•0•0•Updated Sep 4, 2019Sep 4, 2019

    • whitehall-acc-spt-detection-eval

      Public archive
      Code for processing the accelerometer data from the Whitehall Study II
      R
      •
      Apache License 2.0
      •1•5•0•0•Updated Mar 6, 2019Mar 6, 2019

    • millenniumcohort-acc

      Public archive
      Scripts for processing accelerometer data from Millenium cohort study
      Jupyter Notebook
      •
      Apache License 2.0
      •4•7•3•0•Updated Sep 17, 2018Sep 17, 2018