# 특이값 분해 (Singular Value Decomposition, SVD)

- [서문](/booil-jung/docs/_9990/__-will-delete/2001-svd/1-preface-ko.md)
- [Preface](/booil-jung/docs/_9990/__-will-delete/2001-svd/2-preface-en.md)
- [목차](/booil-jung/docs/_9990/__-will-delete/2001-svd/3-toc.md)
- [제1장: 서론](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-01.md)
- [특이값 분해의 개요](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-01/011.md)
- [특이값 분해의 역사적 배경](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-01/012.md)
- [특이값 분해의 수학적 정의](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-01/013.md)
- [제2장: 행렬의 기초](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-02.md)
- [행렬의 기본 개념](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-02/021.md)
- [대각화와 특이값의 관계](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-02/022.md)
- [직교 행렬과 유니터리 행렬](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-02/023.md)
- [제3장: 특이값 분해의 수학적 이해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-03.md)
- [특이값 분해의 공식 유도](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-03/031.md)
- [정리와 증명](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-03/032.md)
- [정규 직교 기저와 특이값 분해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-03/033.md)
- [제4장: 특이값의 성질](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-04.md)
- [특이값의 고유 특성](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-04/041.md)
- [특이값의 순서와 중요성](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-04/042.md)
- [특이값과 행렬의 계수](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-04/043.md)
- [제5장: 특이값 분해의 계산](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-05.md)
- [행렬을 통한 직접 계산 방법](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-05/051.md)
- [수치적 방법: SVD 알고리즘](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-05/052.md)
- [대형 행렬의 특이값 분해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-05/053.md)
- [제6장: 특이값 분해의 응용](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-06.md)
- [데이터 차원 축소](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-06/061.md)
- [잡음 제거와 신호 처리](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-06/062.md)
- [추천 시스템과 SVD](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-06/063.md)
- [이미지 압축](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-06/064.md)
- [제7장: 특이값 분해의 최적화](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-07.md)
- [근사 특이값 분해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-07/071.md)
- [유사 행렬의 특이값 분해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-07/072.md)
- [병렬 계산과 분산 시스템에서의 SVD](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-07/073.md)
- [제8장: 특이값 분해의 고급 주제](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-08.md)
- [절단된 특이값 분해 (Truncated SVD)](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-08/081.md)
- [가변 수 특이값 분해](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-08/082.md)
- [220 built-in composite data type](/booil-jung/docs/_9990/__-will-delete/2001-svd/chapter-08/todo083.md)