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Awesome GitHub RepositoriesHyperparameter Manipulation Detectors

General tools for identifying deceptive tuning of model parameters to inflate performance.

Distinct from Earnings Manipulation Detection: Candidates are for financial manipulation or network conflicts, not ML hyperparameters.

Explore 1 awesome GitHub repository matching scientific & mathematical computing · Hyperparameter Manipulation Detectors. Refine with filters or upvote what's useful.

Awesome Hyperparameter Manipulation Detectors GitHub Repositories

Trouvez les meilleurs dépôts grâce à l'IA.Nous recherchons les dépôts les plus pertinents grâce à l'IA.
  • hzwer/writingaipaperAvatar de hzwer

    hzwer/WritingAIPaper

    3,414Voir sur GitHub↗

    WritingAIPaper is a suite of tools designed for automating the structuring, drafting, and auditing of academic research manuscripts. It functions as an AI writing assistant that guides the creation of papers from a core idea to a finished document, utilizing a research manuscript structuring tool to organize content around specific technical contributions. The project includes a deceptive research practice detector that identifies common reporting manipulations, such as hyperparameter cherry-picking, selective metric reporting, and incremental padding. It also provides a submission readiness

    Detects the switching of learning rate schedules or cherry-picking of seeds to skew experimental results.

    aipaperwriting
    Voir sur GitHub↗3,414
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