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Mathematics in Machine learning (4)-Linear discriminant analysis (LDA), principal component analysis (PCA)

of the solution of a matrix eigenvalue problem, but understand how to deduce, in order to understand the meaning of the deeper. This content requires the reader to have some basic linear algebra basis, such as eigenvalue, eigenvector concept, space projection, point multiplication and other basic knowledge. In addition to the other formulas, I try to speak more simple and clear.Lda:The full name of LDA is linear discriminant analysis (linear discrimi

[Android source code analysis] bind Analysis of L2CAP, and introduction and implementation of psm and cid

After the above socke is created, we will naturally think of the following work, that is, bind. 5.6 bind Analysis of l2cap According to international practice, after the socket is built, bind is bound, haha ~~ if (l2cap_bind(sock, opts->src, server ? opts->psm : 0, opts->cid, err) This function is as follows: Static int l2cap_bind (int sock, const bdaddr_t * src, uint16_t psm, uint16_t cid, G

Analysis of Spring source code (vi) Analysis of the implementation principle of AOP

Spring's AOP implementation principle, brewing some days, before writing blog confidence is not very sufficient, so re-read one side of the implementation of AOP core code, but also from the Internet to find some examples of spring AOP analysis, but found that vinegar buy dog meat too much, the title tall, Most of the content is relatively superficial some of the introduction, may also be due to the relatively few people read this part of the core cod

Spring Source Code Analysis-interface and abstract class analysis for Resource Access

Spring Source Code Analysis-interface and abstract class analysis for Resource AccessStarting from today, we have taken a step-by-step approach to source code analysis. At the beginning, you must start with something simple. Let's start with Spring, and its Resource abstract interface Resource, the most powerful framework in the development history of Java. I hav

Spring Source Code Analysis-interface and abstract class analysis for Resource access, springresource

Spring Source Code Analysis-interface and abstract class analysis for Resource access, springresource Starting from today, we have taken a step-by-step approach to source code analysis. At the beginning, you must start with something simple. Let's start with Spring, and its Resource abstract interface Resource, the most powerful framework in the development histo

WEBRTC Source Analysis: Audio module structure analysis

data to play, first obtains the audio frame Neteq stored in the channel that participates in the session, can do the AGC and NS processing, then mixes the audio signal of multiple channel, obtains the mixed audio, Passed to the Audioprocessing module for remote analysis. Finally play it out.The following is a local loopback recording and playback code:voiceengine* ve = voiceengine::create ();voebase* base = Voebase::getinterface (VE);Base->init ();in

Oracle AWR report analysis and OracleAWR Report Analysis

Oracle AWR report analysis and OracleAWR Report Analysis * Definition: awr report is a performance collection and analysis tool provided by oracle at 10 Gb. It provides a report on the usage of system resources over a period of time. Through this report, we can understand the overall operation of a system, just like a comprehensive health check report.How to anal

In-depth analysis of Intent matching queries, in-depth analysis of Intent matching

In-depth analysis of Intent matching queries, in-depth analysis of Intent matching Respect Originality:Http://blog.csdn.net/yuanzeyao/article/details/42243583 In the previous article, we analyzed in detail the Startup Process of PackageManagerService (for convenience, I will refer to PackageManagerService as PMS, scan System apps and installed apps, and save the app information to some data structures. In

NineOldAnimations design analysis, interior design style analysis

NineOldAnimations design analysis, interior design style analysisNineOldAnimations Design Analysis 1. Function Introduction NineOldAndroids is a framework that supports Android attribute animation and 3D Rotation animation in earlier versions (under api 11). It provides a series of functions such as ViewAnimator, ObjectAnimator, viewPropertyAnimator and other APIs are used to complete these animations, solv

"Large Web site Technology architecture: Core Principles and Case analysis" combined with demand collection system analysis

Read the "Large Web site Technology architecture: Core Principles and Case analysis," chapters V, combined with "Hebei Province, the major technology demand collection system", listing examples of the use of the analysis of usability and modifiable tactics, the above content is written into a 1500 words about the blog to explain your point of view.Read the "Large Web site Technology architecture: Core Princ

The Nineth chapter analysis of the column-linked analysis

Analysis of the main classification data of the analysis 1 classified data and table 1 classified data such as: Complete family/divorced family, first-class goods/second-class products, third-class products ... The construction of the 2-linked table The list of tables is a frequency distribution table with two or more variables for cross classification. Distribution of 3-linked tables The distribution of th

Dubbo Analysis-protocol Source Analysis __dubbo

protocol structure diagram Method Description: Export exposes the method. Refer refers to a remote service. Destroy destroys all Invoker (service and refer). Abstractprotocol Analysis Attribute Analysis: Map Method Analysis: Destroy: Traverse Exportermap and Invokers respectively Unexport and destory. Analysis of Dub

Aliyun Product Analysis (4): Aliyun analysis and case study on RDS availability of relational databases __ database

analysis and case of RDS availability of Aliyun relational database relational database service (relational DB service, RDS) is an open, reliable, flexible and scalable online database service. With multiple security measures and perfect performance monitoring system, and provide a professional database backup, Recovery and optimization program, so that you can focus on application development and business development. one, two machine hot standby 1,

OVS2.5.0 Source Analysis DataPath Action Analysis (1)

The action supported by the OVS DP is defined in the Do_execute_actions function, and the supported actions include: Ovs_action_attr_output, Ovs_action_attr_userspace, Ovs_ Action_attr_hash, Ovs_action_attr_push_mpls, Ovs_action_attr_pop_mpls, Ovs_action_attr_push_vlan, OVS_ACTION_ATTR_ Pop_vlan, Ovs_action_attr_recirc, Ovs_action_attr_set, ovs_action_attr_set_masked, OVS_ACTION_ATTR_SET_TO_MASKED, Ovs_action_attr_sample, Ovs_action_attr_ct. To complete the

Dbms_stats Analysis table and backup analysis information

When using the Dbms_stats analysis table, we often have to save the previous analysis to prevent the system from performing poorly after the analysis and then recover quickly. First, create a parse table that is used to save the parsed values before: Sql> begin 2 dbms_stats.create_stat_table (ownname => ' TEST ', Stattab => ' stat_table '); 3 END; 4/ The PL

SEO site Analysis of the ticket booking www.yoee.com site analysis

seo| site 1. Enterprise Target Analysis In practice, it often appears that the subject of key words is ambiguous. In comparison, the site's maintenance responsible for the optimization of a few deficiencies, the problem is the use of key words users know very little, but also difficult to obtain some of the most finally search results. Website construction and maintenance work is often a site to optimize the use of the correct rate and get a good sear

Spark Source Code Analysis (a)--spark-shell analysis

Tags: AOP org jmx example init exec 2.0 lines www.1. Prepare for Work 1.1 install spark and configure spark-env.shYou need to install spark before using Spark-shell, please refer to http://www.cnblogs.com/swordfall/p/7903678.htmlIf you use only one node, you can not configure the slaves file, the spark-env.sh file needs only to be configured for MASTER_IP and local_ip two propertiesspark-env.sh Add the following configuration:Export spark_master_ip=hadoop1export spark_local_ip=HADOOP1Note: The H

Python is a simple tutorial for data analysis, and python uses data analysis

Python is a simple tutorial for data analysis, and python uses data analysis Recently, Analysis with Programming has joined Planet Python. As the first special blog of this website, I will share with you how to start data analysis using Python. The details are as follows: Data ImportImport local or web-side CSV files;D

PHP Performance Analysis and Experiment: Micro-Performance Analysis (1)

PHP Performance Analysis and Experiment: Micro-Performance Analysis (1) In the previous article, we discussed the performance of PHP from three aspects: explanatory language, Dynamic Language, and underlying implementation. This article goes deep into the micro-level of PHP. We will learn about the performance of PHP in the process of using and writing code, which may require attention and improvement. Bef

R language and data analysis ten: Shopping basket analysis

Referring to data mining, our first reaction was before the story of beer and diaper heard that this story is a typical data mining association rule. The difference between the main differences between traditional linear regression of basket analysis and the correlation analysis of discrete data;Common Association Rules:Association rules: Milk = egg "support =2%, confidence =60%"Support: 2% of all transacti

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