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Pattern recognition and machine learning / Christopher M. Bishop.

By: Language: İngilizce Series: Information science and statisticsPublisher: New York : Springer, 2006Description: xx, 738 p. : ill. (some col.) ; 25 cmISBN:
  • 0387310738
  • 9780387310732
Subject(s): LOC classification:
  • Q327 .B57 2006
Contents:
Introduction -- Probability distributions -- Linear models for regression -- Linear models for classification -- Neural networks -- Kernel methods -- Sparse kernel machines --Graphical models -- Mixture models and EM -- Approximate inference -- Sampling methods -- Continuous latent variables -- Sequential data -- Combining models.
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Holdings
Item type Current library Home library Collection Call number Vol info Copy number Status Date due Barcode
Book Book Merkez Kütüphane Genel Koleksiyon / Main Collection Merkez Kütüphane Genel Koleksiyon Q327 .B57 2006 (Browse shelf(Opens below)) 1 1 Available 0026899
Book Book Merkez Kütüphane Genel Koleksiyon / Main Collection Merkez Kütüphane Genel Koleksiyon Q327 .B57 2006 (Browse shelf(Opens below)) 1 2 Available 0032851

Introduction -- Probability distributions -- Linear models for regression -- Linear models for classification -- Neural networks -- Kernel methods -- Sparse kernel machines --Graphical models -- Mixture models and EM -- Approximate inference -- Sampling methods -- Continuous latent variables -- Sequential data -- Combining models.

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Devinim Yazılım Eğitim Danışmanlık tarafından Koha'nın orjinal sürümü uyarlanarak geliştirilip kurulmuştur.