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Python module distutils, packaging tools

#-*-coding:utf-8-*-#python#Xiaodeng#python module distutils, packaging ToolsImportdistutils#The Distutils package has 2 purposes:1Distutils wants to make it easy for end users to find the process of installing new modules, packages, and tools consistent and2Distutils wants developers of new modules, packages, and tools to find it easy to create these easy-to-install bundles. Distutils is the module for packaging.#2, how to pack with Distutils? #http://blog.csdn.net/five3/article/details/7847551#

Machine Learning common algorithm subtotals

(partial Least Square regression,pls), Sammon mappings, Multidimensional scales (multi-dimensional scaling, MDS), projection tracking (Projection Pursuit), etc.Integration algorithm:  The integrated algorithm trains the same sample independently with some relatively weak learning models, then integrates the results for overall prediction. the main difficulty of integration algorithm is how to integrate the independent weak learning models and how to

MATLAB Dimensionality Reduction toolbox

MATLAB toolbox for dimensionality loss ction dimensionality reduction methods include: Principal Component Analysis (PCA) • Probabilistic PCA • Factor Analysis (FA) • Sammon Mapping • Linear discriminant analysis (LDA) • Multidimensional Scaling (MDS) • Isomap • Landmark Isomap • Local linear embedding (LLE) • Laplacian eigenmaps • Hessian lle • Local tangent space alignment (ltsa) • Conformal eigenmaps (extension of LLE) • Maximum vari

How to compile a third-party class library jar package into a blackberry class library cod File

; JAVA build path> libraries> Add jarsSelect the project stockquote, select the directory Lib, and select the file ksoapmidp. jar. Click the eclipse menu run --> RUN deployments...Create a new BlackBerry simulator configuration, hook up the stockquote project in the projects column, and hook up "launch mobile data system Connection Service (MDS-CS) with Simulator" in the simulator ColumnClick Run. Click the stockquote icon in the simulator to report a

Common formats of video, audio, and image files

Common video file formats:. AVI ;. ASF ;. WMV ;. AVS ;. FLV ;. MKV ;. MOV ;. 3GP ;. MP4 ;. MPG ;. MPEG ;. DAT ;. OGM ;. VOB ;. RM ;. RMVB ;. TS ;. TP ;. IFO ;. NSV Common audio file formats:. MP3 ;. AAC ;. WAV ;. WMA ;. CDA ;. FLAC ;. m4A ;. MID ;. MKA ;. MP2 ;. MPA ;. ;. APE ;. OFR ;. OGG ;. RA ;. WV ;. TTA ;. AC3 ;. DTS Common image file formats:. Jpg ;. bmp ;. eps ;. gif ;. mif ;. miff ;. png ;. tif ;. tiff ;. svg ;. wmf ;. jpe ;. jpeg ;. dib ;. ico ;. tga ;. cut ;. pic Common formats of p

Batch export table data to CSV files

Requirement: Import multiple NTS that meet the conditions in the oracledata database into a csv1_file and store them with the table name. CSV as the file name. Implementation: It is implemented through the UTL_FILE function in the stored procedure. The exported csv file is placed in the directory created in advance. Usage: Use the following command to pre-execute the SQL script SELECT 'exec SQL _to_csv (''select * from' | T. TABLE_NAME | ''', ''Out _ PUT_CSV ''' | ', ''ods _

Spotlight failure Solution

Spotlight In Mac is very convenient, but the amazing problem is that the service has been disabled. I searched for the Solution Below and tried it. Sudo mdutil-I off/ This command is used to disable the index. Sudo mdutil-E/This command is used to delete an index.Sudo mdutil-I on/This command is used to re-create an index. But sometimes spotlight server is disabled.CD/system/library/launchdaemons Then run sudo launchctl load-W com. Apple. Metadata. MD

Developing real estate information collectors with WPF + MongoDB (3) -- getting started with MongoDB

Database (MS, MDS ); // Save the recovery database information for subsequent calls }} In this way, you can connect to the database. MappingAfter the database is connected, you need to map the classes and data you have defined. The corresponding ing method (MongoDB. bson. dll) is provided in the driver: Bsonclassmap. registerclassmap {Cm. automap ();}); In addition, you can directly set the ID and ID generation method during mapping: Bsonclassm

Cuda matrix multiplication-using shared storage

. Using this method, the kernel function is changed as follows: 1 _ global _ static void matrixmulkernel (const float * MD, const float * nd, float * PD, int width) 2 {3 // shared storage stores data 4 _ shared _ float MDS [tile_width] [tile_width] loaded from the global storage; 5 _ shared _ float NDS [tile_width] [tile_width]; 6 7 // calculate the row index of the elements in PD and MD 8 int BX = blockidx. x; 9 int by = blockidx. y; 10 int Tx = thre

Sensor & mobiquitous middleware team

coupling synchronicity for sensor network"August 25-31,2008 * Riaz Ahmed ShaikhEt al. "Network level privacy for Wireless Sensor Networks"Septembernull, 2008 * VO Dinh Minh NhatEt al. "Nonmetirc MDS for Sensor Localization"May 7-9,2008 * NGO Trong CanhEt al. "Hgkm: A group-based Key Management Scheme for sensor networks using deployment knowledge"May 5-8,2008

Overview of popular Machine Learning Algorithms

types of problems. Some classic popular methods: Perceptron Back-Propagation Tmpnetwork Self-Organizing Map (SOM) Learning vector quantization (LVQ) Deep Learning The deep learning method is an upgraded version of the modern artificial neural network method. It uses rich and inexpensive computing to build larger and more complex neural networks, many methods involve semi-Supervised Learning (large data contains few labeled data ). Restricted Boltzmann Machine (RBM) Deep belief network

R package igraph Exploration

. arrow. size = 5) Dev. off ()    Some parameters of the plot function are described as follows: 4.1 Layout Options: Layout and layout. auto, layout. bipartite, layout. circle, layout. DRL, layout. fruchterman. reingold, layout. fruchterman. reingold. grid, layout. graphopt, layout. grid, layout. grid.3d, layout. kamada. kawai, layout. lgl, layout. MDS, layout. merge, layout. norm, layout. random, layout. reingold. tilford, layout. sphere, layout. spr

Common shell commands (updated in succession)

Common shell commands (updated in succession) 1. Obtain the returned values before the MPs queue. Echo $ {PIPESTATUS [0]} E.g. root@node2:~# date1 | echo 22No command 'date1' found, did you mean: Command 'date' from package 'coreutils' (main)date1: command not foundroot@node2:~# echo ${PIPESTATUS[0]}127 2. View Processes Ps-ef | grep pidname | grep-v grep Note:-v indicates exclusion, and-ef indicates ps parameter. E.g. root@node1:~# ps -ef | grep ceph | grep -v greproot 34880 1 0 11

OSX: Check for Mac sleep

sleep/wake comprehensions, and preventing system sleep." In order to check in detail whether the program has set assertions to prevent System sleep, you can view the current system assertions: /usr/bin/pmset -g assertions Now we use an example to analyze the assertions in a typical scenario: Assertion status system-wide: PreventUserIdleDisplaySleep 1 CPUBoundAssertion 0 PreventSystemSleep 1 PreventUserIdleSystemSleep 1 InternalPreventDisplaySleep 1

Cisco VN-Link Virtual Machine Awareness Network and Storage Service

. For example, when a customer in a VMware ESX environment uses VCenter to start VMotion or move a VM from one physical server to another, this event is reported to the entire data center network and SAN, the corresponding network profile and storage services can be moved with the VM. Cisco Nexus 1000V vswitch Cisco Nexus™The Cisco VN-Link network service is first deployed on a V vswitch. It is designed for the VMware ESX environment. The vswitch is directly connected to the ESX management progr

Paper notes (1)--Where's Wally? Precise User Discovery Attacks on location Proximity Services

Abstract:Location-Close service The widespread use of social and mobile networks is based on the balance of usability and user privacy, but it raises the risk of triangulation attacks. This article systematically discusses the prevention of such attacks, including the formalization of the problem under different neighboring models, effective attacks against different models, and the exact number of queries required for the attack, and experiments for practical applications.A) Modeling the attack

OpenStack Learning Note Eight glance installation configuration

] xx]# ceph-deploy OSD prepare h5:/path1 h6:/path2[[email protected] xx]# Ceph-deploy OSD Activate h5:/path1 h6:/path2 # #激活 [Ceph_deploy.osd][debug] Host h5 is now ready for the OSD use.5 Copy the key to each node[[email protected] ceph]# Ceph-deploy admin h5 h6[[email protected] ceph]# ceph Health # #健康性检查6 Generating Meta data[[email protected] ceph]# Ceph-deploy MDS create H5[[email protected] ceph]# rados lspools[[email protected] ceph]# Rado s m

The combination of Nova and Ceph

==Caps: [Mon] Allow profiles OSDCaps: [OSD] Allow *Osd.1key:aqd1x6lwqcyberaajiko1lvpj8fvvefdvnqzsa==Caps: [Mon] Allow profiles OSDCaps: [OSD] Allow *Client.adminkey:aqcexqlwql6ogbaa2v5lsyeb5vglyq/k2huy3a==Caps: [MDS] AllowCaps: [Mon] Allow *Caps: [OSD] Allow *Client.bootstrap-mdskey:aqcexqlwumnrmraazep/ulhquaixmcny5d5ppw==Caps: [Mon] Allow profile Bootstrap-mdsClient.bootstrap-osdkey:aqcexqlwqffpjbaafpcx4stlnztbesyfkys9lq==Caps: [Mon] Allow profile bo

Overview of OpenStack Ceph

, CEPHFS: Provide file system, compatible with POSIX. 8. Ceph Metadata Server (MDS): tracks the hierarchy of files for CEPHFS and stores its metadata. 650) this.width=650; "src=" http://ofv416fej.bkt.clouddn.com/public/16-11-30/26032342.jpg "width=" 475 "height=" 625 " alt= "26032342.jpg"/>650) this.width=650; "src=" http://ofv416fej.bkt.clouddn.com/public/16-11-29/3350656.jpg "alt=" Ceph frame composition "style=" border:1px solid RGB (221,2

Ceph adds OSD process

If you need to add a host name: OSD4 ip:192.168.0.110 OSD1. Create a directory for Mount directories and placement profiles in OSD4SSH 192.168.0.110 (this is from Mon host ssh to OSD4 host)Mkdir/ceph/osd.4Mkdir/etc/ceph2. On OSD4, format the EXT4 Sda3 partition, mount the partition.Mkfs.ext4/dev/sda3Mount-o User_xattr/dev/sda3/ceph/osd.43. The id_dsa.pub of the Mon host is copied to the OSD4 host for password-free accessScp/root/.ssh/id_dsa.pub 192.168.0.110:/root/.ssh/id_dsa.pub102SSH 192.168.0

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