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CS575 Machine Learning

Class project: Sleep/awake classification from wrist monitor data

Overview

Kaggle: Your work will improve researchers' ability to analyze accelerometer data for sleep monitoring and enable them to conduct large-scale studies of sleep. Ultimately, the work of this competition could improve awareness and guidance surrounding the importance of sleep. The valuable insights into how environmental factors impact sleep, mood, and behavior can inform the development of personalized interventions and support systems tailored to the unique needs of each child.

  • Linear classification with logregression : 2023-FA-CS-575-HA-01-JohnnyS.ipynb

  • FF numpy only neural net: 2023-FA-CS-575-HA-02-JohnnyS.ipynb

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575 Machine Learning

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