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    37 repositories

    • w4h-sql-compute-mets

      Public
      YAML-bound SQL METs contribution for W4H: API bind/execute plus notebook/CLI for one dataset
      Python
      •
      MIT License
      •0•0•0•0•Updated Aug 26, 2026Aug 26, 2026

    • w4h-sample-icde-demo-csv-importer

      Public
      Notebook + CLI to import the paired sample package w4h-sample-icde-demo-csv into W4H.
      Python
      •
      MIT License
      •0•0•0•0•Updated Aug 26, 2026Aug 26, 2026

    • w4h-sample-fitbit-csv-importer

      Public
      Notebook and CLI to import w4h-sample-fitbit-csv into W4H
      Python
      •
      MIT License
      •0•0•0•1•Updated Aug 26, 2026Aug 26, 2026

    • w4h-sample-fitbit-csv

      Public
      Synthetic Fitbit CSV sample package for W4H (manifest + data)
      MIT License
      •0•0•0•1•Updated Aug 22, 2026Aug 22, 2026

    • w4h-sample-icde-demo-csv

      Public
      Synthetic ICDE demo CSV sample package for the W4H Toolkit
      MIT License
      •0•0•0•0•Updated Aug 21, 2026Aug 21, 2026

    • ME-POIs

      Public
      Official Implementation of ME-POIs (ICML '26)
      Jupyter Notebook
      •
      MIT License
      •1•1•0•0•Updated Aug 21, 2026Aug 21, 2026

    • fft_approximate

      Public
      Postgres Extension for Answering Approximate Aggregate Queries on Time Series Data
      w4h
      w4h
      C
      •
      MIT License
      •0•0•0•0•Updated Aug 17, 2026Aug 17, 2026

    • w4h-datasets

      Public
      MIT License
      •0•0•0•0•Updated Aug 17, 2026Aug 17, 2026

    • w4h-load-json

      Public
      Python notebook to load sample JSON into a W4H dataset
      Jupyter Notebook
      •0•0•0•0•Updated Aug 17, 2026Aug 17, 2026

    • w4h-documentation

      Public
      End user documentation for the W4H platform
      MIT License
      •0•0•0•0•Updated May 30, 2026May 30, 2026

    • WaveGNN

      Public
      Official implementation of WaveGNN (IEEE BigData 2025), integrating a decay-aware Transformer and dynamic Graph Neural Network framework for modeling irregular …
      Python
      •
      MIT License
      •1•4•0•0•Updated Dec 30, 2025Dec 30, 2025

    • ICAD

      Public
      Official Implementation of ICAD presented @ SIGSPATIAL '25
      Python
      •2•0•0•0•Updated Oct 27, 2025Oct 27, 2025

    • infolab.usc.edu

      Public template
      A beautiful, simple, clean, and responsive Jekyll theme for academics
      HTML
      •
      MIT License
      •13k•0•0•0•Updated Aug 30, 2025Aug 30, 2025

    • poly2vec

      Public
      Official Implementation of Poly2vec presented @ [ICML '25]
      Python
      •
      MIT License
      •6•23•1•0•Updated Aug 27, 2025Aug 27, 2025

    • orddc2024

      Public
      Jupyter Notebook
      •3•6•0•0•Updated Jul 21, 2025Jul 21, 2025

    • w4h-icde-demo

      Public
      Python
      •0•0•0•0•Updated Apr 9, 2025Apr 9, 2025

    • TrajGPT

      Public
      Source code for TrajGPT [SIGSPATIAL 2024]
      Python
      •4•0•0•0•Updated Mar 18, 2025Mar 18, 2025

    • busyness-graph-neural-network

      Public
      Busyness Graph Neural Network (BysGNN): A framework for accurate Point-of-Interest visit forecasting using dynamic graphs that capture spatial, temporal, semant…
      pythonmachine-learningml
      pythonmachine-learningmlpoipoint-of-interestcorrelationsgnnsgraph-neural-networksgnngraph-neural-network
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Dec 20, 2024Dec 20, 2024

    • w4h-db

      Public
      Shell
      •
      MIT License
      •0•0•0•0•Updated Nov 26, 2024Nov 26, 2024

    • pyFitbitAPI

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Aug 14, 2024Aug 14, 2024

    • NeuroGNN

      Public
      NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural Networks (GNNs) to capt…
      pythonmachine-learningbioinformatics
      pythonmachine-learningbioinformaticsmlneurosciencehealtheeghealthcarebraincorrelations
      Jupyter Notebook
      •
      MIT License
      •5•63•1•0•Updated Aug 7, 2024Aug 7, 2024

    • w4h-integrated-toolkit

      Public
      The W4H Integrated Toolkit Repository provides a unified platform for managing, analyzing, and visualizing wearable health data using a suite of open-source too…
      open-sourcetimeseriestime-series
      open-sourcetimeseriestime-seriestoolkitgeospatialspatialhealthdata-visualizationhealthcaremultivariate
      Python
      •2•4•0•0•Updated May 15, 2024May 15, 2024

    • infantPA

      Public
      w4h
      w4h
      Python
      •
      MIT License
      •0•2•0•0•Updated Apr 23, 2024Apr 23, 2024

    • w4h-lib

      Public
      Library functions for w4h, reusable for other modules
      Python
      •0•0•0•0•Updated Mar 11, 2024Mar 11, 2024

    • W4H-ImportHub

      Public
      🌉 W4H ImportHub - An intuitive tool designed to effortlessly bridge the gap between your offline datasets and the W4H platform. From seamless CSV integration to…
      time-seriestoolkitdata-mapping
      time-seriestoolkitdata-mappingdata-importcustomizableconfigurabledatabase-toolsstreamlitw4hcsv-integration
      Python
      •
      MIT License
      •0•0•0•0•Updated Nov 3, 2023Nov 3, 2023

    • NeuroComplete

      Public
      Python
      •1•0•0•0•Updated Aug 29, 2023Aug 29, 2023

    • StreamSim

      Public
      StreamSim is a versatile real-time data streaming simulator tool for researchers and developers that enables the simulation of real-time streaming behavior for …
      mockdatastreaming
      mockdatastreamingreal-timesimulatorstreamrealtimehealthwearablew4h
      Python
      •
      MIT License
      •3•3•1•0•Updated Jul 26, 2023Jul 26, 2023

    • pyGarminAPI

      Public
      Python library for seamless interaction with Garmin API, enabling fetching of activity and health data using Garmin Pull API.
      apigarminquery
      apigarminquerywatchsmartwearablew4h
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 26, 2023Jul 26, 2023

    • FairKD-tree

      Public
      Link to Manuscript: https://scholar.google.com/citations?view_op=view_citation&hl=en&user=WnWN4NkAAAAJ&sortby=pubdate&citation_for_view=WnWN4NkAAAAJ:7PzlFSSx8tA…
      Jupyter Notebook
      •1•0•0•0•Updated May 29, 2023May 29, 2023

    • Supporting-Secure-Dynamic-Alert-Zones-Using-Searchable-Encryption-and-Graph-Embedding

      Public
      Python
      •1•0•0•0•Updated May 15, 2023May 15, 2023
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