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Kernel Methods for Machine Learning with Math and R: 100 Exercises for Building Logic
Chapter 1: Positive Definite Kernels.- Chapter 2: Hilbert Spaces.- Chapter 3: Reproducing Kernel Hilbert Space.- Chapter 4: Kernel Computations.- Chapter 5: MMD and HSIC.- Chapter 6: Gaussian Processe ...
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Více informací ISBN | 9789811903977 |
Autor | Suzuki Joe |
Vydavatel | Springer Nature |
Jazyk | english |
Vazba | Paperback |
Rok vydání | 2022 |
Počet stran | 196 |
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Popis knihy
Chapter 1: Positive Definite Kernels.- Chapter 2: Hilbert Spaces.- Chapter 3: Reproducing Kernel Hilbert Space.- Chapter 4: Kernel Computations.- Chapter 5: MMD and HSIC.- Chapter 6: Gaussian Processes and Functional Data Analyses.