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Pattern recognition and machine learning / Christopher M. Bishop.

By: Material type: TextLanguage: English Series: Information science and statisticsPublication details: New York : Springer, 2006.Description: xx, 738 p. : ill. (some col.) ; 25 cmISBN:
  • 0387310738 (hd.bd.)
  • 9780387310732
Subject(s): DDC classification:
  • 006.4 22 BIS
Online resources:
Contents:
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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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
General Books CUTN Central Library Generalia Non-fiction 006.4 BIS (Browse shelf(Opens below)) Available 50381

Includes bibliographical references and index.

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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