Keras Deep Learning Cookbook Copyright © 2018 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the authors, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. Commissioning Editor: Amey Varangaonkar Acquisition Editor: Karan Jain Content Development Editor: Karan Thakkar Technical Editor: Sagar Sawant Copy Editor: Safis Editing Project Coordinator: Nidhi Joshi Proofreader: Safis Editing Indexer: Pratik Shirodkar Graphics: Jisha Chirayil Production Coordinator: Aparna Bhagat First published: October 2018 Production reference: 1301018 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-78862-175-5 www.packtpub.com

本书是为那些想要从零开始探索深度学习的人或想要拓展对深度学习的理解的人而写的。作者是深度学习之父François Chollet。

TensorFlow、Keras、numpy都是深度学习领域很重要的库，很多的人安装失败，这个包里的库是我本地安装成功的，所以大家可以安心地下载，按照安装方法安装一定没问题的。

深度学习应用与开发，Google TensorFlow-Keras预测泰坦尼克号旅客生存（浙江大学城市学院 计算机与计算机科学学院）

CIFAR-10 数据和Keras CNN程序 识别率89%左右 CIFAR-10数据为npz格式

Deep Learning with Keras

Keras官方文档PDF版，带书签，一共307页，完整版，目前最好的版本！欢迎下载！

Windows下离线安装TensorFlow2.0.0所需依赖包都在附件中，python3环境可以参考

使用keras实现的基于Bi-LSTM CRF的中文分词 词性标注

Attention.zip文件中总结了几种关于注意力机制的代码，有keras和tensorflow，还有PyTorch框架的