DEEP LEARNING FROM SCRATCH: BUILDING WITH PYTHON FROM FIRST PRINCIPLES
WEIDMAN, SETH
DEEP LEARNING FROM SCRATCH: BUILDING WITH PYTHON FROM FIRST PRINCIPLES - Navi Mumbai Shroff Publishers and Distributors Pvt. Ltd 2019 - xiv, 235p
This book provides: 1) Extremely clear and thorough mental models accompanied by working code examples and mathematical explanations for understanding neural networks 2) Methods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented framework 3) Working implementations and clear-cut explanations of convolutional and recurrent neural networks 4) Implementation of these neural network concepts using the popular PyTorch framework
9789352139026
NEURAL NETWORKS (COMPUTER SCIENCE), MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, PYTHON (COMPUTER PROGRAM LANGUAGE)
006.32/WEI
DEEP LEARNING FROM SCRATCH: BUILDING WITH PYTHON FROM FIRST PRINCIPLES - Navi Mumbai Shroff Publishers and Distributors Pvt. Ltd 2019 - xiv, 235p
This book provides: 1) Extremely clear and thorough mental models accompanied by working code examples and mathematical explanations for understanding neural networks 2) Methods for implementing multilayer neural networks from scratch, using an easy-to-understand object-oriented framework 3) Working implementations and clear-cut explanations of convolutional and recurrent neural networks 4) Implementation of these neural network concepts using the popular PyTorch framework
9789352139026
NEURAL NETWORKS (COMPUTER SCIENCE), MACHINE LEARNING, ARTIFICIAL INTELLIGENCE, PYTHON (COMPUTER PROGRAM LANGUAGE)
006.32/WEI
