Deep Learning (Ian Goodfellow,Yoshua Bengio, Aaron Courville) (Z-Library)

書籍內容簡介

Deep Learning Ian Goodfellow Yoshua Bengio Aaron Courville Contents Website viii Acknowledgments ix Notation xiii 1 Introduction 1.1 Who Should Read This Book? . . . . . . . . . . . . . . . . . . . . 1.2 Historical Trends in Deep Learning . . . . . . . . . . . . . . . . . 1 8 12 I Applied Math and Machine Learning Basics 27 2 Linear Algebra 29 2.1 Scalars, Vectors, Matrices and Tensors . . . . . . . . . . . . . . . 29 2.2 Multiplying Matrices and Vectors . . . . . . . . . . . . . . . . . . 32 2.…