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Time Series mining-prediction algorithm-three exponential smoothing (holt-winters)-Three exponential smoothing algorithm can save the trend and seasonal information of time series data well

current time of the data value, the less smooth the data, α closer to 0, the smoothed value closer to the previous I data smoothing value, the more smooth data, The value of alpha can often be tried several times to achieve optimal results.The formula for predicting an exponential smoothing algorithm is: Xi+h=si, where I is the coordinates of the current last data record, that is, the predicted time series is a straight line, which does not reflect the trend and seasonality of the time series.T

"Notes" Mo Team algorithm (two)

to write an operation:void change(int l,int r,int x,int//当前区间为[l,r],把x点更改为c{ //TODO:这里维护信息 if(l//维护改动 } //修改该点 比如col[x]=c;}Then when we sweep in the solve () function, sweep the timeint T=q[i].ti;while//没改的时候要改成改后的颜色while//改过了的话要改回改前的颜色After testing, for the modified Mo team algorithm, the chunking size to \ (n^\frac{2}{3}\) should be optimal, can prove that the worst time complexity is \ (O (n^\frac{5}{3}) \)(forced not to \ (n^2 \) Seri

Install NVIDIA graphics driver under Linux

modifying the profile, you can use redhat-conifg-xfree86l to configure your Windows, very handy, This program automatically identifies and loads the nvidia driver. Appendix: Supported graphics chips: NVIDIA CHIP NAME DEVICE PCI IDo RIVA TNT 0x0020o RIVA TNT2 0x0028o RIVA TNT2 Ultra 0x0029o Vanta 0x002co RIVA TNT2 Model 0x002do Aladdin TNT2 0x00a0o GeForce 256 0x0100o GeForce DDR 0x0101o Quadro 0x0103o GeForce2 mx/mx 0x0110o GeForce2 MX 100/200 0x0111o GeForce2 Go 0x0112o Quadro2 mxr/ex/go 0x

Linux Ghost-dd command

. iso bs = 2048 conv = notrunc will generate the CD iso Clone Hard Disk Dd if =/dev/sda of =/dev/sdb notrunc, noerror Network clone Through netcat, netcat is the Swiss army knife for network debugging. Run netcat-l-p 1234 on the target machine | dd of =/dev/hdc bs = 16065b Run dd on the source machine if =/dev/hda bs = 16065b | netcat targethost-192.168.3.33 1234 There is a problem here, that is, what is the situation of cloning between partitions of different sizes? The answer is: if the 80

[Excerpt] Android software is installed on the memory card [compatibility mode]

speed of the mobile phone. We often say that it takes only two steps to install the software on the SD card in three steps to install the elephant in the refrigerator. Division software requires ext3 First, we need to partition the mobile phone SD card by a FAT32 partition and an ext3 partition. The FAT32 partition is used to normally store images, music, videos, and other materials, in Linux format, ext3 partitions are used to expand the partitions used to install software. Taking the au

Android app2sd +

information about app2sd +, see the post I mentioned above. 2. Partition your memory cardThere are two ways to achieve this: Method 1: Use the partition tool on the PC to partition the memory card!(We recommend that you first try method 2 below, but you need to read the partition mentioned in method 1 .)Common partition tools such as acronis disk ctor and diskgenius can split the memory card into both the ext format and the fat format.(PS. When I use

Solution to display abnormal termination when Vista/Windows 7 is started

Cause: the partition software acronis Disk Director Suite 10.0 in Chinese Solution: Modify the Registry as follows:HKEY_LOCAL_MACHINE/system/CurrentControlSet/control/Session ManagerThere is a primary key: bootexecute. Its original value is: autocheck autochk *However, after the Chinese version of acronis disk ctor suite is installed, it becomesAutocheck autochk * autopartntDelete the added autopartnt and

Recommended 10 articles for exit () function

+zendstudio Configuration: Original link: http://www.orlion.ga/689/long ago knew there was such a thing, but always useless, always use exit (), Var_dump () Debug, the efficiency is very low. First download xdebug DLL file (window environment) URL is: https://xdebug.org/download.php, this download is php_xdebug-2.3.3-5.5-vc11-x86_64.dll. (This is a thread-safe version) 7. PHP libevent function Basic introduction PHP libevent libevent UDP linux Libevent Summary: libevent:php libevent function Bas

AcronisBackupRecoveryAdvancedServer's snapapi tossing notes

Objective: to back up the entire hard disk in a modified linux (modified based on centos5.4 and re-compiled the kernel), the hard disk is partitioned by LVM. Actually, I have already created a P2V image through vmwareconvert, but I still don't want to be reconciled, hoping to be a P2P image... objective: to back up the entire hard disk in a modified linux (modified based on centos 5.4 and re-compiled the kernel) system and create an LVM partition. In fact, I have already made a P2V image through

HDD installation Win7, CentOS7 dual system

0. Software  Acronis disk Director: Used to partition the hard disk to format a portion of the disk into a ext3 format that can be recognized by LinuxEXT2FSD: Because Windows does not recognize the file system in EXT3 format, you need to use this software to put the Linux installation files on the ext3 diskEASYBCD: For adding and modifying Startup Items 1. Partitioning and system Readiness    to use Acronis

Install WIN7 and Redhat6.4 dual systems !!!

Install WIN7 and Redhat6.4 dual systems !!! -- Linux general technology-Linux technology and application information. for details, refer to the following section. Existing conditions: Now the computer is a Windows 7 7 system. drive C is the primary partition, and drive DEF is the extended partition. Due to the large remaining space on Disk D, 60 GB space is now available in Disk D using Acronis Disk ctor Suite. prepare the U Disk to install redhat6

WIN+R directive

Debugging Memory parameter-w [filename] write binary-o [address 1] [address 2] Output memory-Q exit Exp:o 10[return] O 71 01[Return] 01[return] Q[return] DOS Change the value of the BIOS password in the corresponding location in the CMOS by writing 70H/71H Port to clear the award BIOS password. Debug can also crack the hard disk protection card, etc., However, it can only be used under pure DOS.5. Partitioning operationsPartitioning a disk is typically divided into four partitions, which consis

Hard disk partition convert to NTFS is used normally, but Diskgenius shows unformatted workaround

There are a few old partitions or Fat32, because the file too much has not been cleaned up, recently to use large files more, so simply all the partitions are converted to NTFS with convert, use all normal after conversion, but after using Diskgenius found the same hard disk partition but have different results, In Diskgenius some normal some show "unformatted", but "unformatted" several partitions whether in the system or other hard disk tools are displayed normal, Diskgenius from time to use,

VMware VCenter Converter System Requirements

following guest operating systems: Windows Server2003 (X86 and X64), SP1, SP2 and R2, Windows Server (X86 and X64) SP2 and R2 SP2, Windows 7 (except Home Edition), Windows Vista SP1 and SP2 (except Home Edition), Windows XP Professional SP2, SP3 and X64 SP2, SUSE Linux E nterprise Server SP1 and SP2, SUSE Linux Enterprise Server 11, Red Hat Enterprise Linux 5.2, 5.3, 5.4 (X86 and X64). Support for third-party virtual machines or system images: Acronis

Docker common operations

Dabby@ybbadVi/etc/ssh/sshd_configYum Install Net-tools-yEtc/yum.repos.d/vim Docker.repo(Download installation source)——-[Dockerrepo]Name=dockerrepositorybaseurl=https://yum.dockerproject.org/repo/experimental/centos/7/Enabled=1Gpgcheck=1Gpgkey=https://yum.dockerproject.org/gpg——-Yum Install Bridge_utils-y (Assign Bridge tool)IP ABRCTL ADDBR ABCIP addr Add 123.0.0.1/16 dev (set network segment)IP link set dev ABC up (start Bridge)/lib/systemd/system/docker.service/user/bin/dokerd-b=abc———————————

100 cmd commands commonly used under Windows and common operations

the CMOS by writing 70H/71H Port to clear the award BIOS password. Debug can also crack the hard disk protection card, etc., However, it can only be used under pure DOS. Partitioning operations Partitioning a disk is typically divided into four partitions, which consist of a primary partition, an extended partition, and a logical partition.Both PQ and Acronis disk Director can be used to resize partitions without losing data, as well as

Win7 expanding the primary partition online

Win7 Partition expansion tool: Acronis Disk Director Home:Take the expansion primary partition as an example, detailing its steps:1. Under Win7, right click on My Computer------------------------------storage2. Install Acronis Disk Director Home3. Open the software with the following interface:You can see all the partitions in the interface, where the red flag is the active partition, primary represents the

One-click Restore Wizard: FAQs and Solutions

, when the wizard backs up the system with one click, a dialog box appears half of the time: Backup interrupted! Insufficient backup space or partition error! Please open a large space or refer to the help instructions to answer questions 1st for processing and then back up. Solution: Press [ENTER] to restart your computer. Most of these problems are caused by insufficient storage space for hidden partitions used to store backup files. You can use Acronis

15-11-23:system directive

DOS system files Io.sys file read-only, hidden, system attributes are removed, this will be able to directly through the dir command to see the Io.sys file. attrib +h +r +s autoexec.bat will add the above attributes for the automatic batch file. 4. Memory operation debug Debug Memory parameter-w [file name] write binary-o [address 1] [address 2] Output memory-Q exit Exp:o 10[return] o [[Return] 01[return] Q[return] DOS Change the value of the BIOS password in the corresponding location in the C

DOS instruction Set

. attrib +h +r +s autoexec.bat will add the above attributes for the automatic batch file.4. Memory operationDebug Debugging Memory parameter-w [filename] write binary-o [address 1] [address 2] Output memory-Q exit Exp:o 10[return] O 71 01[Return] 01[return] Q[return] DOS Change the value of the BIOS password in the corresponding location in the CMOS by writing 70H/71H Port to clear the award BIOS password. Debug can also crack the hard disk protection card, etc., However, it can only be used un

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