This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixing matrix are found by maximization of the marginal likelihood [1]. The sufficient STATISTICS are estimated by either variational mean field theory with the linear response correction or by adaptive TAP mean field theory [2,3]. The mean field equations are solved by a belief propagation method [4] or sequential iteration. The computational complexity is N M^3, where N is the number of time samples and M the number of sources.
标签： instantaneous algorithm Bayesian Gaussian
上传时间： 2013-12-19
上传用户：jjj0202
The module LSQ is for unconstrained linear least-squares fitting. It is based upon Applied STATISTICS algorithm AS 274 (see comments at the start of the module). A planar-rotation algorithm is used to update the QR- factorization. This makes it suitable for updating regressions as more data become available. The module contains a test for singularities which is simpler and quicker than calculating the singular-value decomposition. An important feature of the algorithm is that it does not square the condition number. The matrix X X is not formed. Hence it is suitable for ill- conditioned problems, such as fitting polynomials. By taking advantage of the MODULE facility, it has been possible to remove many of the arguments to routines. Apart from the new function VARPRD, and a back-substitution routine BKSUB2 which it calls, the routines behave as in AS 274.
标签： least-squares unconstrained Statisti Applied
上传时间： 2015-05-14
上传用户：aig85
unix或linux下的DNA分析软件源码 其功能如下 1. Edit up to 256 peptide or DNA sequences simultaneously. 2. Translates DNA->protein click next to display next frame. 3. Dot matrix plot of any 2 sequences. 4. Rudimentary amino acid STATISTICS (MW and amino acid percentage) 5. Saves matrix plot as PBM image format. 6. Sequence reversal. 7. Creates alignment file for highlight (below). 8. Tab key toggles editing of next sequence.
标签： simultaneously DNA sequences Transla
上传时间： 2013-12-13
上传用户：lwwhust
Math.NET开源数学库 C#实现 具体功能: - A linear algebra package, see MathNet.Numerics.LinearAlgebra. - A sparse linear algebra package, see MathNet.Numerics.LinearAlgebra.Sparse. - Non-uniform random generators, see MathNet.Numerics.Generators. - Distribution fonctions, see MathNet.Numerics.Distributions. - Statistical accumulator, see MathNet.Numerics.STATISTICS. - Fourier transformations, see MathNet.Numerics.Transformations. - Miscellaneous utilies (polynomials, rationals, collections).
标签： LinearAlgebra Numerics MathNet algebra
上传时间： 2015-07-24
上传用户：思琦琦
The standard optimum Kalman filter demands complete knowledge of the system parameters, the input forcing functions, and the noise STATISTICS. Several adaptive methods have already been devised to obtain the unknown information using the measurements and the filter residuals.
标签： parameters knowledge the standard
上传时间： 2013-12-17
上传用户：541657925
Magenta Systems Internet Packet Monitoring Components are a set of Delphi components designed to capture and monitor internet packets using either raw sockets or the WinPcap device driver. Hardware permitting, ethernet packets may be captured and interpreted, and STATISTICS maintained about the traffic. Uses of packet monitoring include totalling internet traffic by IP address and service, monitoring external or internal IP addresses and services accessed, network diagnostics, and many other applications. The component includes two demonstration applications, one that displays raw packets, the other that totals internet traffic. The components include various filters to reduce the number of packets that need to be processed, by allowing specific IP addresses to be ignored, LAN mask to ignore local traffic, and ignore non-IP traffic such as ARP.
标签： Components Monitoring components Internet
上传时间： 2015-10-30
上传用户：水中浮云
VerboseGC demonstrates the use of the java.lang.management API to print the garbage collection STATISTICS and memory usage remotely by connecting to a JMX agent with a JMX service URL: service:jmx:rmi:///jndi/rmi://<hostName>:<portNum>/jmxrmi where <hostName> is the hostname and <portNum> is the port number to which the JMX agent will be connected.
标签： the demonstrates collection management
上传时间： 2013-12-26
上传用户：lgnf
Testbenches have become an integral part of the design process, enabling you to verify that your HDL model is sufficiently tested before implementing your design and helping you automate the design verification process. It is essential, therefore, that you have confidence your testbench is thoroughly exercising your design. Collecting code coverage STATISTICS during simulation helps to ensure the quality and thoroughness of your tests.
标签： Testbenches enabling integral process
上传时间： 2014-01-25
上传用户：ynzfm
This cookbook contains a wealth of solutions to problems that SQL programmers face all the time. Recipes inside range from how to perform simple tasks, like importing external data, to ways of handling issues that are more complicated, like set algebra. Each recipe includes a discussion that explains the logic and concepts underlying the solution. The book covers audit logging, hierarchies, importing data, sets, STATISTICS, temporal data, and data structures.
标签： programmers solutions cookbook contains
上传时间： 2013-12-08
上传用户：Altman
matlab数理统计工具箱的命令大全.对于matlab的学习有一定帮助． [Matlab图形图像处理函数详细列表.rar] - 使用Matlab语言编写的图形图像处理函数详细列表 [turbo.rar] - 用matlab的Simulink对cdma2000中信道编码进行仿真 主要是turbo码部分。可能要用matlab7。0打开。 [CHAP_02.rar] - ex020100 信号合成 ex020200 信号合成 ex020300 复数序列的信号合成 ex020400 奇偶合成 ex020500 卷积计算 ex020600 卷积的图解 ex020700 卷积计?BR> [雷达工具箱.zip] - 基于matlab中的simulink搭建的雷达信号处理仿真平台 [STATISTICS_Toolbox.rar] - Matlab官方文档：统计工具箱STATISTICS toolbox [随机过程 时间序列的分析.rar] - 是随机过程中时间序列分析作业，基于Matlab编程实现模型判别，参数求取，模型预测等，另附有本人作业全文，供大家参考。 [用matlab写的梭哈游戏.rar] - 是一个梭哈游戏的小程序,主要是用来熟悉matlab最
上传时间： 2013-12-24
上传用户：妄想演绎师
