Pattern recognition and machine learning / Christopher M. Bishop.
Language: İngilizce Series: Information science and statisticsPublisher: New York : Springer, 2006Description: xx, 738 p. : ill. (some col.) ; 25 cmISBN:- 0387310738
- 9780387310732
- Q327 .B57 2006
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Merkez Kütüphane Genel Koleksiyon / Main Collection | Merkez Kütüphane | Genel Koleksiyon | Q327 .B57 2006 (Browse shelf(Opens below)) | 1 | 1 | Available | 0026899 | ||
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Merkez Kütüphane Genel Koleksiyon / Main Collection | Merkez Kütüphane | Genel Koleksiyon | Q327 .B57 2006 (Browse shelf(Opens below)) | 1 | 2 | Available | 0032851 |
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| Q325.6 .S88 1998 Reinforcement learning : | Q325.6 .S88 1998 Reinforcement learning : | Q325.75 H37 2001 The elements of statistical learning : | Q327 .B57 2006 Pattern recognition and machine learning / | Q327 .B57 2006 Pattern recognition and machine learning / | Q327 .D83 2001 Pattern classification / | Q327 .K57 2001 Geometric data analysis : |
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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