MCMC算法讲解

许可证文件，拷贝到/ccsv5/ccs_base/DebugServer/license 下面，即可使用

中国土壤质地空间分布数据是根据1：100万土壤类型图和第二次土壤普查获取到的土壤剖面数据编制而成，是根据砂粒、粉粒、黏粒含量进行土壤质地划分。数据分为Sand(砂土)、Silt (粉砂土)、与clay (黏土) 三大类，每一类数据均通过百分比来反应不同质地颗粒的含量。

自适应滤波器的权威Sayed的大作，用大量的实例诠释自适应滤波器的各种算法原理，是不可多得的好书。ADAPTIVE FILTERSADAPTIVE FILTERSALIH SAYEDUniversity of California at Los Angeles◆旧EEEIEEE PressWIlEYNTERSCIENCEA JOHN WILEY SONS, INC, PUBLICATIONCover design by Michael RutkowskiCopyright C 2008 by John Wiley Sons, Inc. All rights reservedPublished by John Wiley Sons, Inc, Hoboken, New JerseyPublished simultaneously in CanadaNo part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or bymeans, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under anySection 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of thePublisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center,Inc, 222 Rosewood Drive, Danvers, MA01923, (978)750-8400, fax(978)750-4470, or on the web atwww.copyright.comRequeststothePublisherforpermissionshouldbeaddressedtothePermissionsDepartment, John Wiley sons, Inc, 111 River Street, Hoboken, NJ,(201)748-6011, fax(201)748-6008,oronlineathttp:/www.wiley.com/go/permissionLimit of Liability/Disclaimer of Warranty: While the publisher and author have used their best efforts inpreparing this book, they make no representations or warranties with respect to the accuracy or completeness ofe contents of this book and specifically disclaim any implied warranties of merchantability or fitness for aarticular purpose. No warranty may be created or extended by sales representatives or written sales materialsThe advice and strategies contained herein may not be suitable for your situation. You should consult with aprofessional where appropriate. Neither the publisher nor author shall be liable for any loss of profit or anyother commercial damages, including but not limited to special, incidental, consequential, or other damagesFor general information on our other products and services or for technical support, please contact our CustomerCare Department within the United States at(800)762-2974, outside the United States at (317)572-3993 or fax(317)572-4002Wiley also publishes its books in a variety of electronic formats. Some content that appears in print may not beavailable in electronic formats. For more information about wiley products, visit our web site atwww.wlley.conLibrary of Congress Cataloging-in-Publication Data:Sayed, Ali hAdaptive filters/Ali H. Sayedp cmIncludes bibliographical references and indexISBN9780470-25388-5( cloth)Adaptive filters. I. TitleTK7872F5s285200862138l5324dc222008003731Printed in the united states of america10987654321To my parentsContentsPrefacexviiNotationXXVAcknowledgmentsXXXBACKGROUND MATERIALA Random variablesA 1 Variance of a random variableA2 Dependent random VariablesA3 Complex-Valued Random VariablesA 4 Vector -Valued Random variables3467A.5 Gaussian Random VectorsB Linear Algebra12B. Hermitian and Positive- Definite matricesB 2 Range spaces and nullspace of matrices14B3 Schur Complements16B 4 Cholesky factorizationB 5 QR DecompositionB6 Singular Value Decomposition20B 7 Kronecker productsC Complex Gradients25C 1 Cauchy-Riemann Conditions5C2 Scalar arguments26C3 Vector arguments26PART:。 PTIMAL ESTIMATIONScalar- Valued Data291. 1 Estimation Without observations1.2 Estimation Given Dependent observations1.3 Orthogonality Principl36CONTENTS1,4 Gaussian random variables382 Vector- Valued Data422. 1 Optimal Estimator in the vector Case422.2 Spherically Invariant Gaussian Variables462. 3 Equivalent Optimization Criterion49Summary and Notes51Problems and Computer Projects54PART I: LINEAR ESTIMATION3 Normal Equatlons603. 1 Mean-Square Error Criterion613.2 Minimization by Differentiation3.3 Minimization by Completion-of-Squares633.4 Minimization of the error Covariance matrix653.5 Optimal Linear estimator4 Orthogonality princlple4. 1 Design Examples4.2 Orthogonality Condition4.3 Existence of solutions744, 4 Nonzero-Mean variables5 Linear Models5.1 Estimation using Linear Relations5.2 Application: Channel Estimation5Application: Block Data Estimation815. 4 Application: Linear Channel equalization825.5 Application: Multiple-Antenna Receivers85Constralned estimation876.1 Minimum-Variance Unbiased estimation6.2 Example: Mean Estimation6.3 Application: Channel and Noise Estimation916.4 Application: Decision Feedback Equalization6.5 Application: Antenna Beamforming1017 Kalman Filter1047.1 Innovations process7.2 State-Space Model106

验证码识别，文本识别网络-CRNN(CNN+GRU/LSTM+CTC) ，含部分数据集请配合博客 https://blog.csdn.net/okfu_DL/article/details/90379583 使用

用python编写的决策树ID3算法，运用了Car-Evaluation的例子。BUG较少，综合了网上的优秀代码，并进一步形成自己的代码。代码基本有注释，风格良好，能够很快看懂。内含有比较规范的报告文档，包含所有流程图，说明图，以及文档风格绝对不错，无需更改，建议下载！该算法所测试的数据集如下（已经打包在内，并已经生成xls格式，方便直接使用）：已知：UCI标准数据集Car-Evaluation，定义了汽车性价比的4 个类别；求：用ID3算法建立Car-Evaluation的属性描述决策树Car-Evaluation训练数据集文件：1. car_databases.pdf

此为MIT-BIH的心电图的1分钟的txt文件数据，网上已有的10秒钟的数据可能太短不便于我们在项目中进行测试，因此，我就整理了一些便于大家下载

全国青少年信息学奥林匹克联赛（National Olympiad in Informatics in Provinces，简称NOIP）自1995年至2017年已举办23次。每年由中国计算机学会统一组织。 NOIP在同一时间、不同地点以各省市为单位由特派员组织。全国统一大纲、统一试卷。初、高中或其他中等专业学校的学生可报名参加联赛。联赛分初赛和复赛两个阶段。初赛考察通用和实用的计算机科学知识，以笔试形式进行。复赛为程序设计，须在计算机上调试完成。参加初赛者须达到一定分数线后才有资格参加复赛。联赛分普及组和提高组两个组别，难度不同，分别面向初中和高中阶段的学生。

动态数据交换DDE（Dynamic Data Exchange）是在Windows平台上不同应用程序之间共享数据的一个通信协议，DDE技术使用共享内存来实现应用程序之间实时交换数据和发送指令，以及使用DDE协议获得传递数据的同步。因此可以通过DDE协议将组态王与MATLAB结合起来。

二阶倒立摆建模与仿真matlab simulink仿真

音乐喷泉是通过各种各样的喷水花型，来反映音乐的内涵和主题，水型的变化能够充分的表现音乐的情感，一般的音乐喷泉为了达到更好的效果，经常配合以五颜六色灯光和生动的景。音乐喷泉是在可编程控制器控制的基础上加入音乐控制系统，计算机通过对音频信号的识别，进行译码和编码，音频信号一般通过音响等设备传递给PLC控制中心，伴随着信号模数和数模的转换，对需要的信号进行处理，再将输出信号传送给变频器，从而控制喷泉的喷射效果，使喷泉的造型，灯光的变化和音乐的情绪保持同步，使喷泉表演更加生动更加富有内涵及水的艺术。音乐喷泉所使用到的可编程控制器，简称PC或PLC，它是一种数字运算操作的电子系统，具有极高的可靠性。它以