1 dépôt
Awesome GitHub RepositoriesComputational Practice Audits
Verification tools that analyze resource usage and training epochs to detect artificial performance inflation.
Distinct from Engineering Practices: Shortlist contains educational courses or audio processing, not research integrity auditing.
Explore 1 awesome GitHub repository matching scientific & mathematical computing · Computational Practice Audits. Refine with filters or upvote what's useful.
Awesome Computational Practice Audits GitHub Repositories
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- hzwer/writingaipaper
hzwer/WritingAIPaper
3,414Voir sur GitHubWritingAIPaper 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
Exposes tricks that inflate model performance through excessive compute or hidden training epochs.
aipaperwriting
