李航老师《统计学习》主要参考书目。勘误更新后版本,建有书签。 The Elements of Statistical Learning,745 pages Publisher: Springer; 2nd edition (2016) Language: English ISBN-10: 0387848576 ISBN-13: 978-0387848570 《统计学习基础(第2版)(英文)》内容简介:计算和信息技术的飞速发展带来了医学、生物学、财经和营销等诸多领域的海量数据。理解这些数据是一种挑战,这导致了统计学领域新工具的发展,并延伸到诸如数据挖掘、机器学习和生物信息学等新领域。许多工具都具有共同的基础,但常常用不同的术语来表达。《统计学习基础(第2版)(英文)》介绍了这些领域的一些重要概念。尽管应用的是统计学方法,但强调的是概念,而不是数学。许多例子附以彩图。《统计学习基础(第2版)(英文)》内容广泛,从有指导的学习(预测)到无指导的学习,应有尽有。包括神经网络、支持向量机、分类树和提升等主题,是同类书籍中介绍得最全面的。 《统计学习基础(第2版)(英文)》可作为高等院校相关专业本科生和研究生的教材,对于统计学相关人员、科学界和业界关注数据挖掘的人,《统计学习基础(第2版)(英文)》值得一读。
2021-12-16 04:26:26 12.79MB 机器学习
1
here is my matlab codes for my papers. if you are interested in my papers, please feel free to download them.
2021-12-15 20:12:33 9KB MATLAB codes
1
Title: JavaScript Application Design: A Build First Approach Author: Nicolas Bevacqua Length: 344 pages Edition: 1 Language: English Publisher: Manning Publications Publication Date: 2015-02-16 ISBN-10: 1617291951 ISBN-13: 9781617291951 Summary JavaScript Application Design: A Build First Approach introduces JavaScript developers to techniques that will improve the quality of their software as well as their web development workflow. You'll begin by learning how to establish build processes that are appropriate for JavaScript-driven development. Then, you'll walk through best practices for productive day-to-day development, like running tasks when your code changes, deploying applications with a single command, and monitoring the state of your application once it's in production. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book The fate of most applications is often sealed before a single line of code has been written. How is that possible? Simply, bad design assures bad results. Good design and effective processes are the foundation on which maintainable applications are built, scaled, and improved. For JavaScript developers, this means discovering the tooling, modern libraries, and architectural patterns that enable those improvements. JavaScript Application Design: A Build First Approach introduces techniques to improve software quality and development workflow. You'll begin by learning how to establish processes designed to optimize the quality of your work. You'll execute tasks whenever your code changes, run tests on every commit, and deploy in an automated fashion. Then you'll focus on designing modular components and composing them together to build robust applications. This book assumes readers understand the basics of JavaScript. What's Inside Automated development, testing, and deployment processes JavaScript fundamentals and modularity best practices Modular, maintainable, and well-tested applications Master asynchronous flows, embrace MVC, and design a REST API About the Author Nicolas Bevacqua is a freelance developer with a focus on modular JavaScript, build processes, and sharp design. He maintains a blog at ponyfoo.com. Table of Contents Part 1 Build Processes Chapter 1 Introduction To Build First Chapter 2 Composing Build Tasks And Flows Chapter 3 Mastering Environments And The Development Workflow Chapter 4 Release, Deployment, And Monitoring Part 2 Managing Complexity Chapter 5 Embracing Modularity And Dependency Management Chapter 6 Understanding Asynchronous Flow Control Methods In Javascript Chapter 7 Leveraging The Model-View-Controller Chapter 8 Testing Javascript Components Chapter 9 Rest Api Design And Layered Service Architectures Appendix A Modules In Node.Js Appendix B Introduction To Grunt Appendix C Picking Your Build Tool Appendix D Javascript Code Quality Guide
2021-12-15 17:03:41 5.34MB JavaScript
1
衍射光学元件(DOE)已成为各种工业激光应用中光束整形和分束的有效和标准方法,本matlab文件采取Stochastic Optimization with rigorous-coupled-wave-analysis (RCWA)方法设计DOE
一本非常好的介绍计算机架构的书籍,更进一步的定量介绍计算机架构的设计方法,同时里面给的例子非常新。
2021-12-15 12:02:12 35.19MB 计算机架构
1
最新的STA 书籍,介绍非常详细,写的通俗易懂,作者 J. Bhasker
2021-12-12 22:02:05 3.55MB STA ASIC J. Bhasker
1
MIT技术大牛课程资料,非线性动态分析有限元方法,同时含有流固耦合、壳单元、波传播等新研究进展
2021-12-12 21:48:11 3.04MB CFD MIT 非线性 FEA
1
matlab的欧拉方法代码二维热扩散有限差分法 该项目的目的是使用有限差分法求解二维热方程。 这是一个MATLAB代码,可以解决不同的材料,例如(铜,铝,银等),或者允许用户通过输入导热系数,比热和密度来添加自己的材料。 可以应用许多随时间固定的“狄利克雷条件”的边界条件。 它还解决了印版的稳态温度,并告诉用户该印版达到该稳态所需的时间,并且用户选择了误差容限。 解决方案的精度将主要取决于在网格划分和开始迭代求解之前也可以选择的x和y方向上的节点数。 该代码可以用两种方式(Euler和二阶Runge-Kutte)以及具有中心有限差分的空间导数求解方程的时间导数部分。最后,在求解之后,时间上的图形模拟似乎表明了热量如何扩散到整个过程中在所选时间间隔内的板块。
2021-12-12 09:16:59 2.97MB 系统开源
1
Concepts and Applications of Finite Element Analysis.pdf Cook的有限单元分析概念与应用。
2021-12-11 16:59:11 19.73MB Concepts Applications Finite Element
1
#vue_demo ##电商项目模板前后台 ###主要利用vue_element ui 组件建立模板 利用axios构建json数据交换
2021-12-09 19:08:39 178KB JavaScript
1