Probabilistic Graphical Models Principles And Applications - Luis Enrique Sucar
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Probabilistic Graphical Models Principles And Applications - Luis Enrique Sucar
This Fully Updated Edition Of A Uniquely Accessible Textbookreference Provides A General Introduction To Probabilistic Graphical Models (pgms) From An Engineering Perspective. It Features Material On Partially Observable Markov Decision Processes, Causal Graphical Models, Causal Discovery And Deep Learning, As Well As An Even Greater Number Of Exercises; It Also Incorporates A Software Library For Several Graphical Models In Python. The Book Covers The Fundamentals For Each Of The Main Classes Of Pgms, Including Representation, Inference And Learning Principles, And Reviews Real-world Applications For Each Type Of Model.
- 品牌: Unbranded
- 类别: 科学、 医学与自然
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语言: English
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作者: Luis Enrique Sucar
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出版日期: 2021-12-24
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页数: 384
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出版社／标签: Springer Nature B.V
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格式: Paperback
- Fruugo ID: 469765136-983720038
- ISBN: 9783030619459
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