Nerual Network Design (2nd Edition) Content Ch 2 Neuron Model and Network Architectures Ch 3 An Illustrative Example Ch 4 Perceptron Learning Rule Ch 5 Signal and Weight Vector Spaces Ch 6 Linear Transformations for Neural Networks Ch 7 Supervised Hebbian Learning Ch 8 Performance Surfaces and Optimum Points Ch 9 Performance Optimization Ch 10 Widrow-Hoff Learning Ch 11 Backpropagation Ch 12 Variations on Backpropagation Ch 13 Generalization Ch 14 Dynamic Networks Ch 15 Associative Learning Ch 16 Competitive Networks Ch 17 Radial Basis Networks Ch 18 Grossberg Network Ch 19 Adaptive Resonance Theory Ch 20 Stability Ch 21 Hopfield Network Ch 22 Practical Training Issues Ch 23 Case Study 1:Function Approximation Ch 24 Case Study 2:Probability Estimation Ch 25 Case Study 3:Pattern Recognition Ch 26 Case Study 4: Clustering Ch 27 Case Study 5: Prediction

[计算机网络自顶向下方法].Computer.Networking.A.Top-down.Approach.(5.edition).pdf

简介   Domain adaptation 可以解决不同域之间的偏移的问题。之前大多数的工作都没有考虑连续序列的问题，都是对于单一内容的。这篇文章中，作者提出了一个SSDAN的网络来做文本识别。其中的gateed attention similarity用来将源域和目标域的字符特征分布来对齐。对文本识别带来提升。 domain adaptation的好处   如何训练一个鲁棒的识别器能够很好地识别所有类型的字体？最直接的方法是使用所有类型的数据集来训练，拟合出一个很好地网络。但是数据集的标注需要巨大的消费，因此，如何无监督地使用数据集是一个很好地方法。使用domain adaptation是

computer-networks-a-systems-approach-3rd-edition-the-morgan-kaufmann-series-in-networking

Neural Network Methods in Natural Language Processing 英文epub 本资源转载自网络，如有侵权，请联系上传者或csdn删除 本资源转载自网络，如有侵权，请联系上传者或csdn删除

Does your startup rely on social network analysis? This concise guide provides a statistical framework to help you identify social processes hidden among the tons of data now available. Social network analysis (SNA) is a discipline that predates Facebook and Twitter by 30 years. Through expert SNA researchers, you'll learn concepts and techniques for recognizing patterns in social media, political groups, companies, cultural trends, and interpersonal networks. You'll also learn how to use Python and other open source tools—such as NetworkX, NumPy, and Matplotlib—to gather, analyze, and visualize social data. This book is the perfect marriage between social network theory and practice, and a valuable source of insight and ideas. Discover how internal social networks affect a company’s ability to perform Follow terrorists and revolutionaries through the 1998 Khobar Towers bombing, the 9/11 attacks, and the Egyptian uprising Learn how a single special-interest group can control the outcome of a national election Examine relationships between companies through investment networks and shared boards of directors Delve into the anatomy of cultural fads and trends—offline phenomena often mediated by Twitter and Facebook

seqGAN PyTorch实现的“ SeqGAN：具有策略梯度的序列生成对抗网络”。 （于兰涛等）。 该代码经过高度简化，注释和（希望）易于理解。 实施的策略梯度也比原始工作（ ）简单得多，并且不涉及推广-整个句子使用单一奖励（受的示例启发） ）。 使用的体系结构与原始工作中的体系结构不同。 具体而言，将循环双向GRU网络用作鉴别器。 该代码按论文中所述对合成数据进行实验。 我们鼓励您对代码作为问题的工作方式提出任何疑问。 要运行代码： python main.py main.py应该是您进入代码的入口。 技巧与观察 在这种情况下，以下黑客（从借来）似乎有效： 培训鉴别器

Xcode Treasures: Master the Tools to Design, Build, and Distribute Great Apps By 作者: Chris Adamson ISBN-10 书号: 1680505866 ISBN-13 书号: 9781680505863 Edition 版本: 1 出版日期: 2018-11-01 pages 页数: (386) Learn the critical tips and techniques to make using Xcode for the iPhone, iPad, or Mac easier, and even fun. Explore the features and functionality of Xcode you may not have heard of. Go under the hood to discover how projects really work, so when they stop working, you’ll know how to fix them. Explore the common problems developers face when using Xcode, and find out how to get the most out of your IDE. Dig into Xcode, and you’ll discover it’s richer and more powerful than you might have thought. Get a huge productivity boost by working with Xcode instead of against it. Instead of hacky code fixes and manual processes, once you know the the why and how of Xcode’s process, you’ll discover that doing things Xcode’s way makes your app development more elegant and less aggravating. Explore the major features of Xcode: project management, building UIs with storyboards, code editing, compiling apps, fixing bugs and performance problems, unit- and UI testing, and source code management. Go beyond the basics and explore tasks that professionals deal with when they’re working on big projects. Create storyboards that many developers can work on at once, even as projects grow to hundreds or thousands of files. Find the tools that make the code editor pleasant to work with, even in long coding sessions. Discover the right way to find and fix bugs when you have lots of code that’s not always playing nicely together.Dig into specific and little-discussed features that help developers on Apple’s other platforms: macOS, watchOS, and tvOS. When you’re ready to distribute your app, learn how Apple’s code-signing system really works. Find out when to let Xcode handle it automatically, and how to do it manually when needed. Discover how much easier and more fun iOS development is when you kn

Chapter 1, Introduction to Wireshark Version 2, covers basic tasks related to Wireshark. Chapter 2, Mastering Wireshark for Network Troubleshooting, covers issues that improve the use of Wireshark as a network analysis tool. Chapter 3, Using Capture Filters, talks about capture filters. Chapter 4, Using Display Filters, shows how to work with display filters. Chapter 5, Using Basic Statistics Tools, looks at simple tools that provide us with basic network statistics. Chapter 6, Using Advanced Statistics Tools, covers advanced statistical tools—I/O graphs, TCP stream graphs, and, in brief, UDP multicast streams. Chapter 7, Using the Expert System, teaches you how to use the expert system, a tool that provides deeper analysis of network phenomena, including events and problems. Chapter 8, Ethernet and LAN Switching, focuses on how to find and resolve layer 2-based problems, with a focus on Ethernet-based issues such as broadcast/multicast events, errors, and finding their source. Chapter 9, Wireless LAN, analyzes wireless LAN traffic and diagnoses connectivity and performance problems reported by users. Chapter 10, Network Layer Protocols and Operations, primarily focuses on layer 3 of the OSI reference model and shows how to analyze the layer 3 protocol (IPv4/IPv6) operations. We also cover unicast and multicast traffic flow analysis. Chapter 11, Transport Layer Protocol Analysis, primarily focuses on the transport layer of the OSI reference model, but also teaches you how to analyze various layer 4 protocol (TCP/UDP/SCTP) operations. Chapter 12, FTP, HTTP/1, and HTTP/2, discusses these protocols, how they work, and how to use Wireshark to find common errors and problems in the network. Chapter 13, DNS Protocol Analysis, covers the basic principles of the DNS protocol, the functionality, commonly faced issues, and the use of Wireshark to analyze and troubleshoot the protocol. Chapter 14, Analyzing Mail Protocols, looks at the normal operation of email protocols and h

Network Analysis is the process of listening to and analyzing network traffic. Network analysis offers an insight into network communications to identify performance problems, locate security breaches, analyze application behavior, and perform capacity planning. Wireshark(r), formerly Ethereal, is the world's most popular network analyzer and offers an open source solution for IT professionals. TIPS: Learn insider tips to spot performance issues fast - no more finger pointing! CASE STUDIES: From "Death by Database" to "Troubleshooting Time Syncing," 45 case studies offer insight into real world performance and security situations solved with Wireshark. CERTIFICATION PREP: Each chapter includes exam objectives, review questions and answers to prepare you for the Wireshark Certified Network Analyst(tm) Exam. [image1] Learn how to create graphs that expose the cause of poor performance such as packet loss, high latency, low packet sizes, slow clients, overloaded receivers and more! [image2] Use coloring rules and the Expert Info Composite to highlight suspect traffic and avoid the "needle in a haystack" feeling when analyzing traffic. [image3] Learn insider tips and techniques to troubleshoot and secure a network more efficiently and accurately. About the Author: Laura Chappell is the founder of Wireshark University(tm) and Chappell University(tm). Ms. Chappell is also the author of the Wireshark University instructor-led training courses and the Wireshark Certified Network Analyst(tm) Exam. As a highly successful and sought after network analyst and speaker, her goal is to make network analysis an understood "first responder" tool to save time, money and aggravation. Ms. Chappell offers hundreds of online and onsite courses every year through Chappell University. For more information, email info@chappellu.com. File in Computing Section with Networking/Security/Certification.