feat: land superpaper v1 notes scaffold
Add the ledger schema, class router, lint codes, ingest/build pipeline, and three work-tree examples: align derivation, superfig delegation, and supertensor delegation.
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schema: superpaper.ledger/v1
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retired_ids: []
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paper:
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id: excerpt-toy
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title: A One-Step Predictor
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authors: ["Fixture"]
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year: 2026
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venue: Superpaper examples
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notes_language: zh
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source: {kind: excerpt}
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coverage:
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mode: excerpt
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sections_in: ["1"]
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questions:
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- {id: Q1, text: "一次前向如何得到预测,损失该放在哪?", source: "excerpt"}
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claims:
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- id: C1
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text: "一次前向是 x → f_θ → ŷ;损失在预测之后单独计算"
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kind: contribution
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status: core
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supports: [Q1]
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source: "excerpt"
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definitions:
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- {id: D1, name: "one-step predictor", text: "ŷ = f_θ(x)", source: "excerpt"}
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assumptions: []
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lemmas: []
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symbols:
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- {name: x, latex: "x", meaning: "输入", kind: value, introduced: "excerpt"}
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- {name: yhat, latex: "\\hat y", meaning: "预测", kind: value}
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- {name: L, latex: "L", meaning: "损失", kind: scalar}
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- {name: d, latex: "d", meaning: "特征维", kind: "shape parameter"}
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derivations:
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- id: DER1
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claim: C1
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title: "缩放来自方差"
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source: "excerpt"
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expand: true
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figure: null
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steps:
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- {id: S1, from: "u^\\top v", to: "u^\\top v / \\sqrt{d}", rule: scale,
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justify: "点积方差随 d 增长"}
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figures: []
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evidence: []
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terms:
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- {canonical: "one-step predictor", aliases: ["一次前向"]}
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source_assets: []
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