文件名称：Neural Networks Tricks of the Trade Second Edition 英文-文字版-带目录
文件大小：11.27MB
文件格式：PDF
更新时间：2021-12-05 04:52:42
Neural Net 神经网络 深度神经网络 深度学习
Preface to the Second Edition There have been substantial changes in the field of neural networks since the first edition of this book in 1998. Some of them have been driven by external factors such as the increase of available data and computing power. The Internet made public massive amounts of labeled and unlabeled data. The ever-increasing raw mass of user-generated and sensed data is made easily accessible by databases and Web crawlers. Nowadays, anyone having an Internet connection can parse the 4,000,000+ articles available on Wikipedia and construct a dataset out of them. Anyone can capture a Web TV stream and obtain days of video content to test their learning algorithm.