书目详细信息
： Introduction to deep learning using R :
书目信息 机读格式(MARC)
| ISBN： | 9781484227336 |
|---|---|
| ISBN： | 1484227336 |
| 编目源： | BTCTA BTCTA BDX YDX JRZ OCLCF WAU SINLB DLC |
| 个人名称： | Beysolow, Taweh, II, |
| 题名： | Introduction to deep learning using R : a step-by-step guide to learning and implementing deep learning models using R / Taweh Beysolow II. |
| 索书号： | TP181/B573E |
| 载体形态： | xix, 227 pages : illustrations ; 24 cm. |
| 一般附注： | Includes index. |
| 格式化内容附注： | Introduction to deep learning -- Mathematical review -- A review of optimization and machine learning -- Single and multilayer perceptron models -- Convolutional neural networks (CNNs) -- Recurrent neural networks (RNNs) -- Autoencoders, restricted boltzmann machines, and deep belief networks -- Experimental design and heuristics -- Hardware and software suggestions -- Machine learning example problems -- Deep learning and other example problems -- Closing statements. |