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If you do not understand Fourier transform after reading this article, you can throw me to death. [full version]

superposition of Fourier series, it only affects the overall upward or downward direction of all waveforms relative to the number axis without changing the wave shape. Next, let's go back to junior high school and recall the dead Eight Precepts. No, how do dead teachers define a sine wave. A sine wave is the projection of a circular motion on a straight line. Therefore, the basic unit in the frequency domain can be understood as a circle that is alw

Referral System 2nd week

behavior, scoring behavior, and commenting behavior, thus inferring the user's hobby.– The site helps users find a list of movies that the user has not yet seen and meets his interests.– The site is accumulating through massive amounts of data, predicting the market impact and box office of future new filmsThe film recommendation will be the core feature of this site.Factors to considerWhen designing recommendations in a real environment, consider metrics such as data volume, algorithmic perfor

"Software Mining" elblocker:predicting blocking bugs with ensemble imbalance learning

Summary: A method--elblocker is proposed for automatic detection of blocking Bugs (prevent other Bugs from being? xed). The difficulty is that these blocking bugs account for only a small percentage (the class imbalance phenomenon). Method: Given a training set, Elblocker first divides the training data into multiple mutually exclusive collections. Create a classifier for each set, then set a threshold (decision boundary) based on the result of the mixed classifier, separating the blocking bugs

Everyone can be a memory master--the Roman chamber memory rule

, recall the day of all kinds of important events, can not emotions. Write down the people you meet, the decisions you make, and the things you want to remember. After the diary has been written, read it again and fill in the "Elements table" to find out which of your senses, emotions, and actions you use. Finally, read the diary again, use a single note to focus on it, and record each keyword in the keywords table.But wait a minute, this particular p

How to effectively remember and learn

the brain function ), then you can recall what words were at that time, which greatly increases the possibility. A reliable explanation for this is:The latter memory encoding method (called fine encoding) provides more clues for extraction..The so-called great roads allow Rome,Any trigger of a clue may trigger a whole memory.. A very similar experiment was conducted in this way (I only remembered the experiment and forgot the source). By the way, I

Android:configchanges Property

The following points are generally considered for the Android:configchanges attribute:1, do not set the activity of the android:configchanges, the screen will recall the various life cycle, cut across the screen will be executed once, cut the vertical screen will be executed twice2, set the activity android:configchanges= "orientation", the screen will recall the various life cycle, cut horizontal, vertical

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

using the Activities contained in the Package. If none of them meet the requirements, the system-wide matching is required. Here, we need to recall some important data structures in the previous article. Recall 1: PackageManagerService has two scanPackageLI. The first scanPackageLI parameter is File. Its job is to parse the AndroidManifest. xml File of the specified File (apk) into a PackageParser. Packag

Android Landscape layout File Settings

set the horizontal and vertical screen direction:Android screen switching in mobile phone development is more common, many software in the development process in order to avoid the vertical and horizontal screen switching caused unnecessary trouble, usually forced to set the direction of the screen,This is done by setting the value of the Android:screenorientation property in the activity in Androidmanifest.xml.such as the following settings:Horizontal Display settings: android:screenorientatio

Android Screen Toggle Summary

(). GetConfiguration (). orientation==configuration.orientation_portrait){LOG.I ("Info", "Portrait"); Vertical screen}Third, through the onconfigurationchanged intercept the screen transformation In accordance with the operation of two, the activity each screen switch will recall onpause->onstop-> Ondestory->oncreate->onstart->onresume, This involves saving and reading content and data, otherwise the content before the screen disappears. Many times t

Seven Steps to Success machine learning in practice

. Note that this can being very misleading if the data is biased (if 90% of the data are from Class 1, we can get 90% accuracy b Y simply classifying everying as being from that class). Real data is the normally biased in some. For this reason, want to consider a average of the accuracy on each class, or some other measure. Precision is needed when the results need to look good, for example if they be being presented to customers with Manual filtering after the machine learning phase. High

The path of machine learning: A python linear regression classifier for predicting benign and malignant tumors

=lr.predict (x_test) the About #use random parameter estimation to train on training sets the Sgdc.fit (X_train, Y_train) the #after training, the prediction results of the test set are saved in Sgdc_y_predict. theSgdc_y_predict =sgdc.predict (x_test) + - " " the 4 Performance Analysis SectionBayi " " the #Logistic regression model with scoring function score to obtain the accuracy rate of the model on the test set the Print("Logistic regression accuracy rate:", Lr.score (X_test, y_test)) - #

Android activity The life cycle of the _android switch

Objective In development often to deal with the screen switch, how to deal with the first look at the life cycle Statement The activity requires a callback of two functions when the activity is switched, so this two function is temporarily viewed as part of the lifecycle of the activity's screen switch, as follows Onsaveinstancestate (Bundle outstate): The activity is about to be destroyed when the data is saved onrestoreinstancestate (Bundle savedinstancestate): Extract data when act

Significance test: ' saliency Detection via graph-based manifold Ranking ' paper summary

this problem and improve the results, especially when the object appears near the edge of the image, by using the foreground seed point to rank to further improve the significance of the graph. 4.2 Ranking with Foreground Queries background seed point sorting The first stage of the significance mapping is the use of adaptive thresholds of the binary segmentation (that is, significant foreground and background), which facilitates the selection of the foreground of the salient object node as a

How to learn Linux well (contains the best free learning video)

point must be well-know the heart, and each knowledge points classificationSome people may have doubts, the knowledge point also needs to be graded? As long as the knowledge point I have asked the plenary, in this small series only want to say that people are not immortal, memory is limited, the knowledge points according to the importance of the level or work needs to be graded you will be in the study of the focus and will be more and more relaxed, after all, not just linux a knowledge, there

Android's Custom multiple button view similar to Arcmenu (open source project on GitHub)

;import Android.view.animation.animation.animationlistener;import Android.widget.toast;import Com.anim.abstractinoutanimationset.direction;import Com.anim.animationcontrolutils;import Com.anim.clickanimationset;import Com.anim.notclickanimationset;import Com.customview.inoutimagebutton;import com.customview.inoutrelativelayout;/** * Custom pop-in Popup button mainactivity * * @author Zhongyao */public class Mainactivity extends A ctionbaractivity {Private View mcontrolbutton;private boolean mare

Write a simple Chinese word divider in Python

results, which can be used to find out where your word splitting results are not doing well. Note: The entire test process is completed in Ubuntu. $ Python dw. py pku_training.utf8 pku_test.utf8 pku_result.utf8 $ Perl score pku_training.utf8 pku_test_gold.utf8 pku_result.utf8> score. utf8 $ Tail-22 score. utf8 INSERTIONS: 0 DELETIONS: 0 SUBSTITUTIONS: 0 NCHANGE: 0 NTRUTH: 27 NTEST: 27 True words recall: 1.000 Test words precision: 1.000 === SUMMARY:

Android screen switching and its corresponding layout loading problem

(Activityinfo.screen_orientation_landscape)Third, intercept the configuration file required for screen switching: onconfigurationchangedThe activity will recall the onpause->onstop-> Ondestory->oncreate->onstart->onresume (for this content and data to be saved and read) each time the screen toggles. Otherwise the content will disappear before the screen is turned on.)Many times this result makes the program cumbersome, for this reason Android provide

5 Ways to learn and Remember absolutely anything

-get-a-sense-for-where the overall context is headed. And when I read the details, I'll understand how one theme relates to another. Detail is important.Start too early on the details and you ll miss the context of the whole. Miss details altogether, and understanding only stays superficial.So i-switch between context and detail so I learn the surface and the depth. 4) relationship.Learning by understanding context and detail (the prior point) gives me a sense of the relationships among info

English Vocabulary Recitation Program

think of Chinese, read Chinese back to think English. (PA interposed, in fact, if there is a condition to suggest that the picture and the word/object and the word corresponds, because English can not first think of Chinese and then think of its English, must be to see this thing directly know what is called what is going on)Therefore, I will meet the requirements of the college entrance examination more than 3,000 words re-listed again, on the left is the English + phonetic transcription, the

Deep thinking about the explosion of Samsung Battery

, but no surprises, like an old man with cerebral thrombosis, and Note7 battery explosion, then completely triggered the elderly brain stem hemorrhage, not only directly affect the Galaxy sales, Samsung shares and credibility, but also in the hearts of consumers to build a heart demon, the most serious, it may directly lead to the disappearance of the Galaxy brand, then, Samsung can only as dell/moto as a complete exit, the human evaporation.How big is the impact of the explosion, Samsung Batter

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