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ChromiteCrChromiteCr/Skills/skills/physics/model-fit-auditor/SKILL.md

model-fit-auditor

Skill5 starsChanged 29 days agoNo licenceView on GitHub

当已经有观测与模型预测（或一份拟合输出）、要判断这个拟合信不信时使用。看残差结构、带不确定度的拟合优度、杠杆值与影响点、信息准则。残差里有结构，说明模型、测量过程或不确定度模型三者之一不完整：必须说出可能是哪一处、用什么检查分辨，而不是加参数；疑似仪器漂移、温度、批次这类测量偏差时转 dataset-systematic-error-hunter 查原始数据。不在有数据之前选模型，也不悄悄删离群点。

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15 rules. About 0 are common, 12 are distinctive, and 3 are very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈12

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 3

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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