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@ngersich ngersich commented May 6, 2025

Names: Noah Gersich, Charles Andrews
NetIds: gersich2, cca6
Paper Title: Daily Physical Activity Monitoring: Adaptive Learning from Multi-source Motion Sensor Data
Paper Link: https://proceedings.mlr.press/v248/zhang24a.html
Type of contribution: This is a dataset contribution.

High-level description: We added the dataset from the Daily Sports and Activities dataset available at the UCI ML Repository. Most notably, we convert the data from multiple .txt files under many subdirectories in the original dataset into a format usable by PyHealth. This also includes converting a multidimensional array containing expansive sensor data into a string and back.

Files to look at:

  • pyhealth/datasets/__init__.py
  • pyhealth/datasets/dailysportsactivities.py
  • pyhealth/datasets/configs/dsa.yaml
  • pyhealth/tasks/__init__.py
  • pyhealth/tasks/dailysportsactivities_classification.py

@ngersich ngersich closed this May 6, 2025
@ngersich ngersich reopened this May 6, 2025
@ngersich ngersich changed the title dded dataset for daily sports and activities [CS598 DLH] Added dataset for daily sports and activities May 6, 2025
@sblittlefield sblittlefield added the Highlight for TAs to highlight label May 13, 2025
@jhnwu3
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jhnwu3 commented Sep 15, 2025

Taking a quick look here since this caught my eye. A really nice contribution! I'm not sure if people here are still active and willing to iterate on this, but worth coming back for a future addition for people interested in signals.

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3 participants