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Php one-dimensional two-dimensional array key sorting method example Summary

considered as a bubble with weight, scanning the array from bottom up, where a light bubble that violates the principle is scanned, it will "float" up ". this is repeated. until the last two of the above are light, the severe ones. The code is as follows: /*** Bubble sort (one-dimensional array)* Compare the size of the elements to be sorted. if the two data elements are in the opposite order, they are exchanged until there is no data element in the

Check Regular Expression sharing of prime numbers

match the remaining string once or multiple times --The number of the remaining strings 1 is an integer multiple of the number of the preceding strings 1.). It can be seen that this regular expression is a non-prime number. To obtain a prime number, you must reverse the entire expression. Through the above analysis, we know that the second part is the most important. For the second part, let's give a few examples, Example 1: Determine the natural number 8. We can know that 8 is converted into

Improving classification performance by using AdaBoost meta-algorithm

minimum error rate minerror to +∞ for each feature of the dataset (the first loop) for each step (the second loop) for each of the equal (third-tier loops): Create a single-layer decision tree and test it with a weighted dataset if the error rate is less than minerror, the current Single-layer decision tree is set as optimal single-layer decision tree to return to the best single-layer decision treeAdaBoost algorithm pseudo-code:For each iteration: Find the best single-layer decision tree to ad

Kmeans ++ algorithm instance implemented by Python

This article mainly introduces the Kmeans and kmeans ++ algorithms, explains the shortcomings of the Kmeans algorithm and the implementation ideas of the kmeans ++ algorithm, as well as the Kmeans ++ algorithms implemented in Python and matlab, for more information, see 1. start with Kmeans Kmeans is a very basic clustering algorithm that uses the idea of iteration. we will not talk about its principles here. The following describes how to use the kmeans algorithm in matlab. Create seven two-di

Talking about the single-line regression, multi-linear regression, logistic regression and so on in NG video

Tomorrow the first class 8.55 only, or the things you see today to tidy up.Today is mainly to see Ng in the first few chapters of the single-line regression, multi-linear regression, logistic regression of the MATLAB implementation, before thought those things understand well, but write code is very difficult to look, but today, Daniel's code found really easy ... But it is a very skillful use of the matrix to achieve.For example, the single-line regression inside the j=0 and j=1 The two cases,

Deep learning Exercise 1 linear regression exercises

Linear regression ExercisesFollow Andrew Ng and do the exercises: http://openclassroom.stanford.edu/MainFolder/DocumentPage.php?course=DeepLearningdoc= Exercises/ex2/ex2.htmlThis section does a little exercise in linear regression, with data from the Web site above, where X is the height of the little boy,Y is the age of the little boy, and the dataset consists of 50 training data sets.1, pretreatmentby x = Load (' Ex2x.dat ');y = Load (' Ex2y.dat ');Loading data;Then generate the unit vector fo

Which of the following is better for linux? how can this problem be solved?

some permissions is too much higher than centos. use centos for servers. of course, ubuntu servers are really good, and the foreign share has exceeded other Linux series. however, IDC in China also supports centos. ------ Solution -------------------- In fact, they are all the same... whatever you want .... Whether to install them on your own machine or popular ones like fedora/ubuntu ------ Solution -------------------- Discussion In fact, the

Machine Learning Basics-logistic Regression 2

Random gradient Rise Method--Update the regression coefficients with only one sample point at a time (because the classifier can be incrementally updated when a new sample arrives, thus belonging to an online learning algorithm)The gradient rise method needs to traverse the entire data set each time the regression system is updated, which is good for processing 100 or so data sets, but if there are billions of samples and thousands of features, the computational complexity of the method is too h

Looking for the median of 5 numbers, just 6 comparisons, ideas and implementations

Question: Look for the median of 5 numbers, 5 numbers may have the same number, assuming that the number is stored in a[0] a[1] a[2] a[3] a[4], in order to easily remember as A0,A1,A2,A3,A4Idea: Define the Compare_swap (int* a,int* B) method, this method compares the size of a A, a two number, if a is greater than B to exchange two number, that is, the smaller of two number is stored in a, the larger person is stored in B. Compare in the following order:Compare A0 A1 with smaller

More and less edit modes

UDP operations.Ten # Updated from RFC 1700, ' Assigned Numbers ' (October 1994). Not all PO ten RTS# is included, only the more common ones.12 #The latest IANA port assignments can be gotten from# http://www.iana.org/assignments/port-numbersThe well known Ports is those from 0 through 1023.Registered Ports is those from 1024x768 through 49151# the Dynamic and/or Private Ports is those from 49152 through 6553518 #Describes one service, and is of the f

Bitmap-leetcode [Bitwise operation]

136. Single numberBecause a xor a = 0, and the XOR operation is exchangeable, there is a result for the instance {2,1,4,5,2,4,1}:(2^1^4^5^2^4^1) => ((2^2)^(1^1)^(4^4)^(5)) => (0^0^0^5) => 5XOR: 1137. Single number II (Black question mark face)For all integers except one occurrence, the number of occurrences of each digit in the binary representation of 1 is an integer multiple of 3, all of these 1 are zeroed, and the remainder is the final number. With ones

Study Notes for Cocos2d-x (3) "the father of everything" -- ccnode

); /*** returns a "local" axis aligned bounding box of the node. * The returned box is relative only to its parent. ** @ note this method returns a temporaty variable, so it can't returns const ccrect * @ todo Rename to getboundingbox () in the future versions. ** @ return a "local" axis aligned boudning box of the node. * @ JS getboundingbox */virtual ccrect boundingbox (void); // sets/gets an actionmanager virtual void setactionmanager (ccactionmanager * actionmanager) of the current node; v

Prime Cut Philosophy

Source: bytes Golden split rate, 0.618033988 ......, Is a magical irrational number. It not only plays a magical role in mathematics, but also finds the existence of this genie in almost all aspects of human life in architecture, aesthetics, art, and music.Three thousand six hundred years ago, the people of Babylon and the ancient Egyptian people split gold and used it to build the Great Pyramid. Two thousand three hundred years ago, for the first time, the ancient Greek mathematician euralade u

Vista transformation pack 5.0 released

This is a set of software that can perfectly simulate Windows XP/Server 2003 into Windows Vista. The release of the latest version has left us appetite. Now we can finally try it! Now you can integrate the Windows Installation File into the Windows Vista style. on the logon page, the aero icon, the "excellent" theme update, startup screen, and some resource updates are displayed. solved the bug in IE7 and conflict with some shell packs. Contains the update list and download. Changes in versi

About human desires

People have a lot of knowledge about where people come from. Some think that the ancestor is the ape first; some think that the human evolved from the fish... However, people always have a lot of fantasies about themselves, and even have many legends about this issue. They think that God created Adam and Eve before they could have humans. However, no matter where people come from, we have to admit the fact that people are an animal. humans are a very complex high animal . different fro

Implement kmeans using Matlab

MATLAB implements the kmeans algorithm .. % Random acquisition of 150 points x = [randn (50, 2) + ones (50, 2); randn (50, 2)-ones (50, 2); randn (50, 2) + [ones (50, 1 ), -ones (50,1)]; opts = statset ('display', 'final '); % call the kmeans function % x n * P data matrix % idx N * 1 vector, storing the matrix of the

Ansible module-lineinfile example, ansible-lineinfile

-iptablesLineinfile:Dest:/etc/sysconfig/iptablesLine: "{item. line }}"Insertafter: "rther: other start"With_items:-{Line: '-a input-p tcp-m multiport -- dports {TOMCAT_PORT}-j ACCEPT '} 4. Requirement: Replace the row when matching, and add the row if not matching. Match "regexp" first. If it matches, it is directly replaced with "line". If it does not match, it is divided into the following situations. ① Exist"Backrefs: yes"Parameters: A matches the "insertbefore" text or "insertafter" te

Learning notes of machine learning practice: Classification Method Based on Naive Bayes,

Class I, and then multiply. The pseudocode is as follows: Calculate the number of documents in each category for each training document: for each category: If the entry appears in the document-> Add the Count value of this entry to add the Count value of all entries for each category: divide the number of entries by the total number of entries to obtain the conditional probability. The code of the Bayesian Classifier Training function is as follows: def trainNaiveBayes(trainMatrix, classLabel):

Build your own CDN with DNSPod and Squid (2)

understand why record changes to new ones and old ones: this is because your local DNS servers are generally 2-3, however, the records between each of them are not synchronized.In addition, some very stingy domain name registrars will stop parsing your domain name after you modify the DNS server. In this case, you may risk that users cannot access your site. For such users, I generally recommend that you s

Innobackupex-Based Incremental backup and recovery

already med. For non-XtraDB or InnoDB Storage engines, the hot standby mode will still back up all data files, index files, format files, and so on. Preparing an Incremental Backup with innobackupex Preparing incremental backups is a bit different than full ones. This is, perhaps, the stage where more attention is needed:• First, only the committed transactions must be replayed on each backup. This will merge the base full backup with the incrementa

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