[CS598] Added daily_sports_activities.py and test_daily_sports.py

[midquan]

Authors:

Michael Quan (mdquan2)

Daniel Trugubenko (dvt3)

Contribution Type:

Dataset

Link to Original Paper:

https://arxiv.org/abs/2405.16395

Description:
This pull request adds a PyHealth-compatible loader for the UCI Daily and Sports Activities dataset. The class parses raw sensor data into the patient-visit structure and supports activity recognition tasks. The dataset includes 19 activities performed by 8 subjects, with 45 sensor channels per sample. All code is documented and follows PyHealth’s dataset standards.

Files to test/review:

pyhealth/datasets/daily_sports_activities.py (new dataset loader)
pyhealth/unitests/test_datasets/test_daily_sports.py (new dataset loader test)

[midquan]

I'm not sure how to add labels, but please let me know what and which ones to add? Do I need to do it on the CLI?

[jhnwu3]

hey, happy to see this is still alive. Some quick thoughts:

• Can you move your sports_activity.py dataset file into datasets/ ?
• Can you add a configs/sports_activity.yaml file to configs/ ? If you need an example, please see this tutorial on datasets https://colab.research.google.com/drive/1voSx7wEfzXfEf2sIfW6b-8p1KqMyuWxK?usp=sharing
• All unit tests have moved into tests/core
• Please double check that your test case runs in under 20 seconds, because it's really expensive to integrate unit tests that are heavy.