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Kernel methods for machine learning with Math and Python : 100 exercises for building logic

Kernel methods for machine learning with Math and Python : 100 exercises for building logic
Paper図書
Joe SuzukiSpringer[2022]<M121-D72>
National Diet Library

Mathematical analysis of machine learning algorithms

Mathematical analysis of machine learning algorithms
Paper図書
Tong ZhangCambridge University Pressc2023
Other Libraries in Japan
  • Subject HeadingAlgorithms.GBC395901 Machine learning -- Mathematics Algorithms Machine learning -- Mathematics -- Textbooks Artificial intel...
  • Subject Heading (ID)Algorithms.GBC395901 Machine learning -- Mathematics Algorithms Machine learning -- Mathematics -- Textbooks Artificial intel...

Random matrix methods for machine learning : hardback

Random matrix methods for machine learning : hardback
Paper図書
Romain Couillet, Zhenyu LiaoCambridge University Press2022
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Matrix analytic methods
  • Subject Heading (ID)Machine learning -- Mathematics Matrix analytic methods

Geometry of deep learning : a signal processing perspective :hbk.

Geometry of deep learning : a signal processing perspective :hbk.
Paper図書
Jong Chul YeSpringer2022
Other Libraries in Japan
  • Subject HeadingMachine learning Machine learning -- Mathematics Geometry
  • Subject Heading (ID)Machine learning Machine learning -- Mathematics Geometry

Geometry of deep learning : a signal processing perspective : [pbk]

Geometry of deep learning : a signal processing perspective : [pbk]
Paper図書
Jong Chul YeSpringerc2022
Other Libraries in Japan
  • Subject HeadingMachine learning Machine learning -- Mathematics Geometry
  • Subject Heading (ID)Machine learning Machine learning -- Mathematics Geometry

Probabilistic numerics : computation as machine learning hbk.

Probabilistic numerics : computation as machine learning hbk.
Paper図書
Philipp Hennig, Michael A. Osborne, Hans P. KerstingCambridge University Press2022
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Computer algorithms
  • Subject Heading (ID)Machine learning -- Mathematics Computer algorithms

Mathematics for machine learning : paperback : hardback

Mathematics for machine learning : paperback : hardback
Paper図書
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon OngCambridge University Press2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics
  • Subject Heading (ID)Machine learning -- Mathematics

Mathematics for machine learning : hardback

Mathematics for machine learning : hardback
Paper図書
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon OngCambridge University Press2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics
  • Subject Heading (ID)Machine learning -- Mathematics

Mathematics for machine learning : pbk

Mathematics for machine learning : pbk
Paper図書
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon OngCambridge University Press2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics
  • Subject Heading (ID)Machine learning -- Mathematics

Mathematical theories of machine learning : theory and applications

Mathematical theories of machine learning : theory and applications
Paper図書
Bin Shi, S.S. IyengarSpringerc2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics
  • Subject Heading (ID)Machine learning -- Mathematics

Essential math for data science : take control of your data with fundamental linear algebra, probability, and statistics : pbk

Essential math for data science : take control of your data with fundamental linear algebra, probability, and statistics : pbk
Paper図書
Thomas NieldO'Reillyc2022
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Data mining -- Mathematics Ma...
  • Subject Heading (ID)Machine learning -- Mathematics Data mining -- Mathematics Ma...

Fundamentals of optimization theory with applications to machine learning : hardcover

Fundamentals of optimization theory with applications to machine learning : hardcover
Paper図書
Jean Gallier, Jocelyn QuaintanceWorld Scientificc2020
Other Libraries in Japan
  • Subject HeadingAlgebras, Linear Machine learning -- Mathematics
  • Subject Heading (ID)Algebras, Linear Machine learning -- Mathematics

Math for deep learning : what you need to know to understand neural networks : print

Math for deep learning : what you need to know to understand neural networks : print
Paper図書
by Ronald T. KneuselNo Starch Pressc2022
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Neural networks (Computer sci...
  • Subject Heading (ID)Machine learning -- Mathematics Neural networks (Computer sci...

Linear algebra for computer vision, robotics, and machine learning : pbk

Linear algebra for computer vision, robotics, and machine learning : pbk
Paper図書
Jean Gallier, Jocelyn QuaintanceWorld Scientificc2020
Other Libraries in Japan
  • Subject HeadingAlgebras, Linear Machine learning -- Mathematics
  • Subject Heading (ID)Algebras, Linear Machine learning -- Mathematics

Deep learning architectures : a mathematical approach

Deep learning architectures : a mathematical approach
Paper図書
Ovidiu CalinSpringerc2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Electronic books
  • Subject Heading (ID)Machine learning -- Mathematics Electronic books

Data science and machine learning : mathematical and statistical methods : hardback

Data science and machine learning : mathematical and statistical methods : hardback
Paper図書
Dirk P. Kroese ... [et al.]CRC Pressc2020
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Machine learning -- Statistic...
  • Subject Heading (ID)Machine learning -- Mathematics Machine learning -- Statistic...

Algorithmic aspects of machine learning : pbk : hardback

Algorithmic aspects of machine learning : pbk : hardback
Paper図書
Ankur MoitraCambridge University Press2018
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Computer algorithms
  • Subject Heading (ID)Machine learning -- Mathematics Computer algorithms

Density ratio estimation in machine learning : pbk.

Density ratio estimation in machine learning : pbk.
Paper図書
Masashi Sugiyama, Taiji Suzuki, Takafumi KanamoriCambridge University Press2018
Other Libraries in Japan
  • Subject HeadingMachine learning -- Mathematics Estimation theory
  • Subject Heading (ID)Machine learning -- Mathematics Estimation theory

Introduction to algorithms for data mining and machine learning : pbk

Introduction to algorithms for data mining and machine learning : pbk
Paper図書
Xin-She YangAcademic Pressc2019
Other Libraries in Japan
  • Subject HeadingData mining -- Mathematics Machine learning -- Mathematics
  • Subject Heading (ID)Data mining -- Mathematics Machine learning -- Mathematics

Advances in learning theory: methods, models and applications. : NATO Advanced Study Institute on learning theory and practice : Jul 2002, Leuven, Belgium. (NATO Science Series. Series III, Computer and Systems Sciences ; 190)

Advances in learning theory: methods, models and applications. : NATO Advanced Study Institute on learning theory and practice : Jul 2002, Leuven, Belgium. (NATO Science Series. Series III, Computer and Systems Sciences ; 190)
Paper図書
IOS Pressc2003.<M17-04-1067>
National Diet Library
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