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Python Logistic regression classification mnist datasets

in range (m):If Test_y[i]!=h_theta_max_postion[i]:Errorcount+=1Error_rate = float (errorcount)/MPrint ("Error_rate", Error_rate)Return error_ratedef mulitpredict (test_x,test_y,theta,iteration):numpredict=10Errorsum=0for k in range (numpredict):Errorsum+=predict (test_x,test_y,theta,iteration)Print ("After%d iterations the average error rate is:%f"% (Numpredict, errorsum/float (numpredict)))If __name__== ' __main__ ':Print ("Start reading data ...")T

Python perceptron classification breast cancer data set

]-expit (Np.dot (Train_x,theta)))) #T是转置# theta=tempX_iteration=np.linspace (0,iteration,num=iteration)Plt.plot (X_iteration,j_theta)Plt.show ()Return thetadef predict (Test_x,test_y,theta): #假设theta是已经学习好的参数传递进来Errorcount=0M=TEST_X.SHAPE[0]Test_x=np.insert (Test_x,0,values=1,axis=1) #相当于x0H_theta = Expit (Np.dot (test_x, theta))For I in range (m):If h_theta[i]>0.5:H_theta[i]=1ElseH_theta[i]=0If h_theta[i]!=test_y[i]: #test_y [i] need to be 0 or 1 to compare, because H_theta[i] is 0 or 1Errorcou

Python crawler Development "1th" "Regular expression"

succeeds, returns a match object 2.2.2, search methodThe search method is used to find any location of a string, it is also a match, and returns if a matching result is found, rather than finding all matching results.Its general form of use is as follows:search(string[, pos[, endpos]])Where the string is the strings to be matched, POS and endpos are optional parameters, specifying the starting and ending positions of the string, and the default values are 0 and len (string length).When the matc

One of the Java Memory Leak Analysis series: locating thread stack information using Jstack

one result at a time, instead of displaying a dynamic result.I personally prefer to use the command to view the following sort ps -mp parameters according to the CPU scale consumed by the thread, the result is as follows:Next we know the protagonist of today jstack , this is a built-in tool that starts in JDK5 to print the state of the thread running in the specified process, including the number of threads, the existence of deadlocks, resource contention, and the state of the thread. There ar

"Python learning" yield send I said so much.

C # 's yield has been forgotten almost. Also encountered the yield of Python.IteratordefTestyield ():Print 'Yield1'm=yield1Print 'm =', MPrint 'yield2' yield5 forAinchTestyield ():Print 'Test'result=Testyield () result.send ('Test')PrintList (Result)OUTPUT:Yield1Testm = NoneYield2TestFile "C:\pytest\Sele\Generator.py", line $, in Result.send (' Test ')Typeerror:can ' t send non-none value to a just-started generator[Finished in 0.2s with exit code

Python interview-text to JSON & zip & with statement

under a] for Col in range (len (a[0))]# result[[1, 4, 7], [2, 5, 8], [3, 6, 9]or use zip to map to achieve the same effectA = [[1, 2, 3], [4, 5, 6], [7, 8, 9]]print zip (*a) print map (List,zip (*a)) # result[(1, 4, 7), (2, 5, 8), (3, 6, 9)][[1, 4, 7], [2, 5, 8], [3, 6, 9]Using the zip inversion dictionarym = {' A ': 1, ' B ': 2, ' C ': 3, ' d ': 4}print m.items () Print zip (M.values (), M.keys ()) mi = dict (Zip (m.values (), M.keys ())) Prin T mprint

A few advanced syntax concepts for python notes Python: lambda expressions && closures && Decorators

argument, After modifying the behavior of the decorated function within the closure, a new function object is returned .Special Note:decorator does not have to be in the form of a function, it can be any object that can be called, for example it can also appear in class form, see the example given in this article.With the function adorner defined, the decorator syntax sugar is interpreted by the Python interpreter to execute the adorner function first, and then continue executing the remaining

Java Basics HASHMAP Statistics CSV file words

{public void Mprint (string sentence) {string regex = ""; string[] Words = sentence.split (regex); mapThree: The content of the statistics CSV filePackage Edu.tju.cs;import Java.io.bufferedreader;import Java.io.bufferedwriter;import java.io.File;import Java.io.fileinputstream;import Java.io.filewriter;import Java.io.inputstreamreader;import Java.util.HashMap; Import Java.util.iterator;import java.util.map;import Java.util.scanner;import Java.util.set

Port ing methods for various ADSL Modem and vro

your username and password in the window that appears! Can be found in your manual! Here, I entered the Default User and password for "admin" and "dare" factory! Some passwords are: dareadslIf it cannot be accessed, Please reset the hole after the PIN is inserted three times in case of power-on (the cat has been set for the factory )!4. Click WAN under configuration on the left. This is a side page to go to the settings page! Here is the most important thing. I am a user in Fuzhou. I also need

Seagate BlackArmor Administrator Password Reset Vulnerability

Release date:Updated on: Affected Systems:Seagate Technology LLC Seagate BlackArmorDescription:--------------------------------------------------------------------------------Seagate BlackArmor is a network attached storage device. Seagate BlackArmor has the static administrator password reset vulnerability. Because the device does not restrict access to d41d8cd98f00b204e9800998ecf8427e. php, remote unauthenticated attackers can use this vulnerabili

Android Baidu Map SDK v3_3_0 (iv)---cover

;private Bitmapdescriptor Bdground; /** * Initialize layout control */private void Initofflinelayout () {Mmapview = (Mapview) Findviewbyid (R.id.bmapview); Mbaidumap = Mmapview.getmap (); Mapstatusupdate MSU = Mapstatusupdatefactory.zoomto (14.0f); Mbaidumap.setmapstatus (MSU);}2.2 Initialize the overlay and generate the overlay corresponding behavior, finally set the status of the map /** * Initialize overlay */public void Initoverlay () {///(latlng represents coord

IEEE802 Working Committee

Branch----Research on protocols from the network layer to the Application Layer II, IEEE802 LAN Standard Series   IEEE802Is a LAN Standard Series   802.1a ------Lan Architecture   802.1b ------Addressing, network interconnection andNetwork Management   802.2 -------Logical Link Control(LLC)   802.3------- CSMA/CDAccess control methods and physical layer specifications   802.3i ------ 10base-tAccess control methods and physical layer specifications

OSI Layer-7 Model

layer through error control and traffic control methods, it provides a reliable method for data transmission through physical media.This layer is usually divided into two sub-layers: Media Traffic Control (MAC) and Logical Link Control (LLC. The main task of the MAC Sub-layer is to solve the problem of multi-users competing with the channel in the shared network, and complete the problem control of the network medium; The main task of the

OSI Layer-7 Model

physical layer through error control and traffic control methods, it provides a reliable method for data transmission through physical media.This layer is usually divided into two sub-layers: Media Traffic Control (MAC) and Logical Link Control (LLC. The main task of the MAC Sub-layer is to solve the problem of multi-users competing with the channel in the shared network, and complete the problem control of the network medium; The main task of the

OSI Layer-7 Model

layer through error control and traffic control methods, it provides a reliable method for data transmission through physical media.This layer is usually divided into two sub-layers: Media Traffic Control (MAC) and Logical Link Control (LLC. The main task of the MAC Sub-layer is to solve the problem of multi-users competing with the channel in the shared network, and complete the problem control of the network medium; The main task of the

OSI Layer-7 Model

layer through error control and traffic control methods, it provides a reliable method for data transmission through physical media.This layer is usually divided into two sub-layers: Media Traffic Control (MAC) and Logical Link Control (LLC. The main task of the MAC Sub-layer is to solve the problem of multi-users competing with the channel in the shared network, and complete the problem control of the network medium; The main task of the

[Reprint] MPEG-4 AVC/H.264 video codecs list (from doom9)

elecard encoder H.264 from March 264.--- Moonlight H.264 Video Codec(Moonlight cordless Ltd .)21-day evaluation, DirectX filter.Http://www.moonlight.co.il/products/...r/oneclickavc/This codec was developed with elecard team.--- Sony video editor Vegas 6C with AVC support(Sony Corp .)New !!!30-days evaluation.Http://www.sonymediasoftware.com/pro...ct.asp? PID = 1, 965--- QuickTime 264(Apple Computer, Inc .)Integrated. Who test it? Any remarks welcome!Http://www.apple.com/quicktime/technolo

Three ways to get your MAC address

depending on the standard being used (eg. ethernet, IBM Token Ring, PPP ...). the physical layer encompasses the electrical signals and cabling issues.The data link layer is responsible for transfering discreet packets of information over the physical layer. This layer must be error free and does not deal with routing issues. It can be described as the method in which two PCs communicate over the physical network layer. let us take the Ethernet cards for example. apart from every computer on th

Two modes of Huawei Router

This article describes two network connection modes, bridging mode and routing mode of the Huawei router. If you do not know this knowledge, after reading this article, you will surely know how to set these two network connections. I. Bridging Mode 1. The official professional name of the bridge mode is RFC1483. RFC1483 is designed to encapsulate and transmit multi-protocol packets on the network layer on the ATM network. It is widely used in ATM technology, it becomes the encapsulation standard

Some protocols and RFCs

Procedure Call Protocol RFC 1057 1014 II. Data Link Layer (LLC + MAC Layer) Ethernet: DIX Ethernet Frame RFC 894+- +-+| DIX Header | Payload (46 ~ 1500): ip arp/RARP | CRC |+- +-+ IEEE802 Ethernet Frame rf1042+- +-+| 802.3 header | 802.2 (LLC snap) header | payload (38 ~ (1492) | CRC |+- +-+ Slip: Serial Line IP protocol RFC 1055. PPP: the point-to-point protocol RFC 1661 1662 1332 1700 Iii. NetBIOS proto

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