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スパース推定100問with Python (機械学習の数理100問シリーズ ; 4)

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スパース推定100問with Python = Sparsity in Statistics with 100 Math & Python Problems

(機械学習の数理100問シリーズ ; 4)

Call No. (NDL)
MA211-M185
Bibliographic ID of National Diet Library
031219762
Material type
図書
Author
鈴木讓 著
Publisher
共立出版
Publication date
2021.1
Material Format
Paper
Capacity, size, etc.
244p ; 26cm
NDC
417
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Detailed bibliographic record

Summary, etc.:

スパース推定の本質を掴む100問。理論を基にプログラム構築へと導かれていく。スパース推定を凸最適化問題として扱う点も新しい。(Provided by: 出版情報登録センター(JPRO))

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Table of Contents

  • 第1章 線形回帰

  • 1.1 線形回帰

  • 1.2 劣微分

  • 1.3 Lasso

  • 1.4 Ridge

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Paper

Material Type
図書
ISBN
978-4-320-12509-4
Title Transcription
スパース スイテイ ヒャクモン ウィズ パイソン
Author/Editor
鈴木讓 著
Author Heading
著者 : 鈴木, 譲 スズキ, ジョウ ( 01171500 )Authorities
Publication, Distribution, etc.
Publication Date
2021.1
Publication Date (W3CDTF)
2021