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Max Posterior Estimation (MAP)

The maximum posterior estimation is an estimation of points that are difficult to observe based on empirical data. Similar to the maximum likelihood estimation, but the maximum difference is the same. The Maximum Posterior Estimation incorporates the Prior Distribution of the expected estimator. Therefore, the maximum posterior estimation can be seen as the normalized maximum likelihood estimation. First, let's review the maximum likelihood estimation in the previous article. Assume that x is an

You will benefit a lot in 10 seconds after reading the story.

After reading it, I feel very touched .. There is a brother who lives on the 80 th floor. One day they went home on a trip and found the building had a power outage! Although they carry large bags of luggage, there seems to be no other choice, so my brother said to his brother, we will climb the stairs! As a result, they carry two bags of luggage and began to climb the stairs. When they climbed to the 20th

[Original-tutorial-serialization] "android big talk Design Patterns"-structural patterns of design patterns Chapter 1: birthday gifts of the Combination Model mm

client: PackageCom. diermeng. designpattern. Composite. client; ImportJava. util. List; ImportCom. diermeng. designpattern. Composite. gift; ImportCom. diermeng. designpattern. Composite. impl. giftcomposite; ImportCom. diermeng. designpattern. Composite. impl. giftleaf; Public ClassCompositetest { Public Static VoidMain (string [] ARGs ){ // Tree branch component Node Gift =NewGiftcomposite ("big gift "); // Leaf component Node Gift shirt =NewGiftleaf ("T-shirt "); G

Vista folders always shown in Details View-make the Vista folder always use the Details View

Delete this key (optional *):Hkcu \ Software \ Classes \ Local Settings \ Software \ Microsoft \ Windows \ shell \ bags Import this key:Windows Registry Editor Version 5.00[HKEY_CURRENT_USER \ Software \ Classes \ Local Settings \ Software \ Microsoft \ Windows \ shell \ bags \ allfolders \ shell]"Foldertype" = "notspecified" * The first step is not required. It is mainly used to delete different folde

Tealai mall decorated your beautiful life

encountered such problems, some of which ignore you, and some of which are rejected !! Very perfunctory answer. Therefore, after-sales service requires patience and good professional quality to help users solve these problems. Tealai mall is a comprehensive network mall that combines hundreds of thousands of products, including clothing, shoes, bags, digital, Maternal and Child, make-up, and daily necessities. There are a wide variety of products, so

Anti-aging food, keep young

nourishing bowel. Eliminate eye bags and stick potato chips to your eyes to relieve eye bags. Anti-aging food 24: mushrooms Recommended reasons: rich nutrition, immunity enhancement, weight loss, mushrooms have a lot of inorganic, vitamins, protein and other rich nutrients, but the heat is very low, often eat will not gain weight. Mushrooms contain high plant cellulose, which can prevent constipation and r

Result of the third round of "blog garden essence set-net3.x sub-book"

Document directory Introduction Lai Yi Ling Series Zhou yinhui Series Bags Colin Han Series Two alternative articles Zhang Yi Series Xuning Series Jillzhang Series Artech Series Fox23 Series Wxwinter (Winter) Series Li xuebin Series The screening results of the third round of "blog garden essence set-net3.x sub-book" were published. The results have been reposted, excluded, and reclassified. A total of 103 articles have been selected.

Price mystery-when I met Adam Smith in a supermarket-when the first chapter of the earthquake took the opportunity to raise the price of the supermarket is the most fair?

what to do. Rammon came to the front of the team, put a hand on the woman's shoulder, and whispered something to her in Spanish. The woman quickly stopped crying. Then the baby will not cry. The cashier smiled and hoped the deadlock had been broken. Lammon explained to the people in the queue that the woman only paid $20, but $35. How does she know the price of a big box store is doubled? When the cashier suggested that she buy less goods, the woman got angry. How can she not buy food or diaper

John Robbins's unfortunate experience in Beijing

jumped out, yanked my door open, and tried to pull me out. I moved into a position where I cocould kick him away. there were maid on the street so I started screaming "Help! Help! The taxi driver is ripping me off! Help! "I kept kicking the passenger who was still trying to pull me out of the car. About 10 people gathered as I was screaming for all I was worth. the driver was screaming at the passenger about something. in fact, it was the loudest I had heard him scream the entire time. the pass

Just a few years after graduation, don't worry too much about gains and losses

all, this is a very good time for you. The so-called overtime is nothing more than waiting for a few more hours in front of the computer. Have you ever had to fight games during college? At that time, no one felt hard. When a startup company works overtime, it's not a flood of animals, so it won't make you feel like a couple of hours of bags? As for your girlfriend, you should tell her clearly that in order for your future life to pass, your current

Jquery-based plug-in for dynamic table Creation

(HttpContext context){Context. Response. Clear ();String value = GetResult ();Context. Response. Write (value );Context. Response. End ();}Private string GetResult (){String result = string. Empty;Result = @"[{"" Id "": "" 1 "", "" Name ":" "Green Tea" "," "Code": "1371 "", "" Units "": "" Jin "", "" Price "": "200 ""},{"" Id "": "2" "," "Name": "" Black Tea "", "" Code ":" 1372 "", "" Units "": "" Jin "", "" Price "": "300 ""},{"" Id "": "3" "," "Name": "" tea set "", "" Code ":" 1373 "", "" U

Fjoi Provincial Team Training Florida

The provincial team members (most) did not come ... Like my satay every day to write and write the metaphysical algorithm can be ranked on the top of the list ... It is true that the person who is writing the hang is far less than the person who is violent pat ... The continuation of the land will supplement some of the problems. (But some of them are too divine to be able to fill the puzzle.) There are n items, two bags A and b. If the item I and j i

Dog flutter forum automatically brushes VIP dog food

instanceStream stream = Response. GetResponseStream ();//GetResponseStream: Get the reply streamStreamReader sr =NewStreamReader (stream);//reading characters from the byte stream//reads from the current position of the stream to the end and appears in the Webbrower control stringContent =Sr. ReadToEnd (); Webbrowser1.documenttext=content; HtmlElement User= webbrowser1.document.all["username"]; HtmlElement Pass= webbrowser1.document.all["Password"]; HtmlElement but= webbro

"SR" MAP

sample of the same distribution, θ is the model parameter, and F is the model we are using. Then the maximum likelihood estimate can be expressed as:Now, suppose that the prior distribution of θ is g. With Bayesian theory, the posterior distribution of θ is shown in the following formula:The goal of the final distribution is:Note: The maximum posteriori estimate can be considered as a specific form of Bayesian estimation.For example:Suppose there are five b

The countryside and the city's experiences

can find the feeling of childhood. This time to us, the ancestral hall of the door is half open, the door is full of weeds, I thought this time should be able to once the ancestral temple in the style of the baby, but also to look at the time that the child eat the Dragon. But in fact, when I really came back to this place, it was a fading sight. Inside the ancestral hall, the walls were tattered, the floor of the halls was overgrown with weeds, and the pockets of farmers in the corner were pil

Microsoft School Recruit Questions

following operations is not the basic operation of a stack?A. Into the stackB. The stackC. Check whether it is emptyD. Sorting elements in a stack4. Which of the following is a "creational" design pattern?A. FaçadeB. SingletonC. BridgeD. CompositeE. None of the above5. When a connection is established, which of the following packet send order is the correct TCP handshake protocol process?A. Syn,syn+ack,syn+ackB. Syn+ack,syn+ack,synC. Syn,syn+ack,rstD. Syn,syn,ackE. None of the above6. What is t

Maximum likelihood estimation (MLE) and maximum posteriori probability (MAP)

be expressed as:Now, suppose that the prior distribution of θ is g. With Bayesian theory, the posterior distribution of θ is shown in the following formula:The goal of the final distribution is:    Note: The maximum posteriori estimate can be considered as a specific form of Bayesian estimation.For example:Suppose there are five bags, each with an unlimited amount of biscuits (cherry or lemon), and the ratio of the two flavors known to five

Original [YCM] Youcompleteme Installation Complete Guide

"It doesn't necessarily apply to your environment". I do not think my environment can be implemented successfully, simply follow the full installation guide.The first step is to upgrade vim.YCM requires a vim version of 7.3 or more, and the version of my development machine is 7.0. orz~~. In addition, do not expect 0 pain in the intranet Yum source.In addition, I do not want to compile vim from the source code (although YCM's author said a "Don t worry, it's easy" ~ ~). Then began to find vim o

So-called Software engineering

software is not deadly, nor with the chip company, a bug immediately caused by billions of losses, ruin. So the study of software engineering, seems particularly easy to exploit, after failure easy to find excuses and scapegoats. If you say my method is not good, what evidence do you have? Accreditations, how much time did I waste? Is your specific execution exactly what I said? You must have some details that you did not do as I said, so you will fail. In short, if you use my method does not w

70 Product Manager-the road to data-driven products

value.Let's dig deep down:The main?! Guest price in Thousand Yuan or so?! Consumer products are mainly concentrated in bags and accessories?!Thus, it can be deduced that it is like: The customer base of the main group, whether it means that the design and adjustment of our app to be younger, personalized? To give users a stronger sense of recognition and empathy? The guest unit price in thousand yuan, whether to indicate our user and the

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