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Task: Implement model #14 of the Kaggle leaderboard #93

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ReinderVosDeWael opened this issue Aug 27, 2024 · 2 comments
Open
1 of 4 tasks

Task: Implement model #14 of the Kaggle leaderboard #93

ReinderVosDeWael opened this issue Aug 27, 2024 · 2 comments
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task A development task intended for Github Projects

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@ReinderVosDeWael
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ReinderVosDeWael commented Aug 27, 2024

Description

Message from GreG:

For the GGIR roadmap: integrating the models from the last Kaggle comp on sleep prediction should be on deck among the next things to tackle

So please give some effort to scoping and defining the implementation plan: https://www.kaggle.com/competitions/child-mind-institute-detect-sleep-states/leaderboard

Tasks

  • Scope the required effort and tasks for implementing additional models.
  • Implement model # 14 of the Kaggle leaderboard
  • Upload model files and make them downloadable
  • Add a flag for installing additional dependencies (torch).

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@ReinderVosDeWael ReinderVosDeWael added the task A development task intended for Github Projects label Aug 27, 2024
@ReinderVosDeWael ReinderVosDeWael self-assigned this Sep 4, 2024
@ReinderVosDeWael ReinderVosDeWael changed the title Scoping: Assess required effort for implementing Kaggle sleep models Task: Implement model #14 of the Kaggle leaderboard Sep 5, 2024
@ReinderVosDeWael
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Changed this issue from a scoping issue to a full task.

@ReinderVosDeWael ReinderVosDeWael changed the title Task: Implement model #14 of the Kaggle leaderboard [BLOCKED] Task: Implement model #14 of the Kaggle leaderboard Sep 17, 2024
@ReinderVosDeWael
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Task is currently blocked on a high rate of false positives from the model, likely caused by a faulty evaluation in the Kaggle competition not penalizing false positives much.

@ReinderVosDeWael ReinderVosDeWael changed the title [BLOCKED] Task: Implement model #14 of the Kaggle leaderboard Task: Implement model #14 of the Kaggle leaderboard Oct 2, 2024
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