Wiki cleanup: error-doc removal, dedup merge, link normalization
10_Wiki/Topics 대규모 정리: - 오류 캡처/미완성 stub 문서 227개 제거 - 교차폴더 중복 43클러스터 병합 (63파일 → redirect) - 링크명 정규화: 깨진 링크 수정·redirect 직결·개념 매핑 ~2,400건 - 카테고리 MOC 6개 신규 생성 - Graph 섹션 미해결 related-keyword 링크 10,058건 제거 Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@@ -217,9 +217,9 @@ def mixup_loss(logits, y_a, y_b, lam):
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**기본값**: F.cross_entropy + label_smoothing 0.1 (대부분).
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## 🔗 Graph
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- 부모: [[Loss-Function]] · [[Information-Theory]] · [[Deep-Learning]]
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- 변형: [[Focal-Loss]] · [[Label-Smoothing]] · [[Knowledge-Distillation]] · [[KL-Divergence]]
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- 응용: [[Classification]] · [[LLM-Pretraining]] · [[Image-Classification]] · [[Calibration]]
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- 부모: [[Loss-Function]] · [[Information_Theory|Information-Theory]] · [[Deep-Learning]]
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- 변형: [[Focal-Loss]] · [[Label-Smoothing]] · [[LLM_Optimization_and_Deployment_Strategies|Knowledge-Distillation]] · [[KL-Divergence]]
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- 응용: [[Image-Classification-Mastery]]
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- Adjacent: [[Bias-vs-Variance]] · [[Bias-Correction-Algorithm]] · [[Cognitive-Biases]]
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## 🤖 LLM 활용
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@@ -236,7 +236,7 @@ def mixup_loss(logits, y_a, y_b, lam):
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## 🧪 검증 / 중복
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- Verified (Bishop "Pattern Recognition", Lin Focal Loss, Hinton distillation).
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- 신뢰도 A.
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- Related: [[Information-Theory]] · [[Bias-vs-Variance]] · [[Bias-Correction-Algorithm]] · [[Best-of-N_Sampling]].
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- Related: [[Information_Theory|Information-Theory]] · [[Bias-vs-Variance]] · [[Bias-Correction-Algorithm]] · [[Best-of-N_Sampling]].
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## 🕓 Changelog
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| 날짜 | 변경 |
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