Pointwise Mutual Information
Text::NSP::Measures::2D::MI::pmi is a Perl module that implements Pointwise Mutual Information. SYNOPSIS Basic Usage use Text::NSP::Measures::2D::MI::pmi; my $npp = 60; my $n1p = 20; my $np1 = 20; my $n11 = 10; $pmi_value = calculateStatistic( n11=>$n11, n1p=>$n1p, np1=>$np1,...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (93): Text::NSP::Measures::2D::MI::pmi Download |
Text::NSP::Measures::3D::MI::pmi is a Perl module that implements Pointwise Mutual Information for trigrams. SYNOPSIS Basic Usage use Text::NSP::Measures::3D::MI::pmi; $pmi_value = calculateStatistic( n111=>10, n1pp=>40, np1p=>45, npp1=>42, n11p=>20, n1p1=>23, np11=>21, nppp=>100);...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (92): Text::NSP::Measures::3D::MI::pmi Download |
The function will estimateEstimate Mutual Information with kernel density function
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): Mutual Information -2 variablle Download |
Text::NSP::Measures::3D::MI is a Perl module that provides error checks and framework to implement Loglieklihood, Total Mutual Information, Pointwise Mutual Information and Poisson Stirling Measure for trigrams. SYNOPSIS Basic Usage use Text::NSP::Measures::3D::MI::ll; $ll_value =...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (98): Text::NSP::Measures::3D::MI Download |
Text::NSP::Measures::2D::MI is a Perl module that provides error checks for Loglieklihood, Total Mutual Information, Pointwise Mutual Information and Poisson-Stirling Measure. SYNOPSIS Basic Usage use Text::NSP::Measures::2D::MI::ll; my $npp = 60; my $n1p = 20; my $np1 = 20; my $n11 = 10;...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (97): Text::NSP::Measures::2D::MI Download |
Usage: I=mi(A,B), where A and B are equally sized images/signals.Function hist2 (included) is used to determine the joint histogram of the images/signals. All histograms use 256 bins.Assumptions: 1) 0*log(0)=0, 2) mutual information is obtained on the intersection between the supports of partial...
Platforms: Matlab
License: Freeware | Size: 10 KB | Download (42): Mutual information of two images or signals Download |
Text::NSP::Measures::2D::MI::tmi is a Perl module that implements True Mutual Information. SYNOPSIS Basic Usage use Text::NSP::Measures::2D::MI::tmi; my $npp = 60; my $n1p = 20; my $np1 = 20; my $n11 = 10; $tmi_value = calculateStatistic( n11=>$n11, n1p=>$n1p, np1=>$np1, npp=>$npp);...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (91): Text::NSP::Measures::2D::MI::tmi Download |
Text::NSP::Measures::3D::MI::tmi is a Perl implementation for True Mutual Information for trigrams. SYNOPSIS Basic Usage use Text::NSP::Measures::3D::MI::tmi; $tmi_value = calculateStatistic( n111=>10, n1pp=>40, np1p=>45, npp1=>42, n11p=>20, n1p1=>23, np11=>21, nppp=>100); if(...
Platforms: *nix
License: Freeware | Size: 952.32 KB | Download (87): Text::NSP::Measures::3D::MI::tmi Download |
This package is the mRMR (minimum-redundancy maximum-relevancy) feature selection method in (Peng et al, 2005 and Ding & Peng, 2005, 2003), whose better performance over the conventional top-ranking method has been demonstrated on a number of data sets in recent publications. This version uses...
Platforms: Matlab
License: Freeware | Size: 532.48 KB | Download (43): mRMR Feature Selection (using mutual information computation) Download |
NSB entropy and mutual information estimator; applications to the analysis of neural code.
Platforms: Mac, BSD, Linux
License: Freeware | Size: 48.22 KB | Download (45): NSB Entropy Estimation Download |
Measures of Analysis of Time Series (MATS) toolkit computes a number of different measures of analysis of scalar time series (linear, nonlinear and other statistical measures). It also contains pre-processing tools (transformations and standardizations), data splitting facility, resampled data...
Platforms: Matlab
License: Freeware | Size: 3.41 MB | Download (63): Measures of Analysis of Time Series toolkit (MATS) Download |
AMI computes and plots average mutual information (ami) and correlation of univariate or bivariate time series for different values of time lag.USAGE: [amis corrs] = ami(xy,nBins,nLags)INPUT: xy: either univariate (x) or bivariate ([x y]) time series data. If bivariate time series are given then...
Platforms: Matlab
License: Freeware | Size: 30.72 KB | Download (43): ami and correlation Download |
The Antigen Variability ANAlyzer (AVANA) tool uses information entropy to measure variability in protein sequence alignments. It also compares alignments using mutual information, identifying the mutations that characterize specific sequence sets.
Platforms: Windows, Mac, Linux
License: Freeware | Size: 5.75 MB | Download (47): AVANA - Antigen Variability ANAlyzer Download |
Matlab Toolbox for Submodular Function Optimization (v 2.0)By Andreas Krause (krausea@gmail.com).Slides, videos and detailed references available at http://www.submodularity.orgTested in MATLAB 7.0.1 (R14), 7.2.0 (R2006a), 7.4.0 (R2007a, MAC), 7.9.0 (MAC)This toolbox provides functions for...
Platforms: Matlab
License: Freeware | Size: 266.24 KB | Download (40): Submodular Function Optimization Download |
DSI Studio is a software for diffusion MRI processing, including DTI, DSI, and QBI reconstruction as well as fiber tracking. Among the features of DSI Studio are distributed computing and multithread calculation to generate tractographies as well as the ultrafast 3D engine based on DirectX....
Platforms: Windows
License: Freeware | Size: 7.5 MB | Download (450): DSI Studio Download |
Dynamic Bayesian networks (DBN) are widely applied in modeling various biological networks, including the gene regulatory network. Due to several NP-hardness results on learning static Bayesian network, most methods for learning DBN are heuristic, that employ either local search such as greedy...
Platforms: Matlab
License: Freeware | Size: 1.53 MB | Download (44): GlobalMIT toolbox Download |
Data Doctor PAD (Portable Application Description) XML information extraction utility is freeware software tool for data retrieval from XML PAD enabled websites for website promotion. Tool helps to provide services for fetching and archiving all information of online PAD XML URLs list from one or...
Platforms: Windows
License: Freeware | Size: 711.92 KB | Download (171): PAD Information Extraction Utility Download |
Support Information Tracker is a knowledge base with loads of advanced features.. Get Support Information Tracker at SourceForge.net. Fast, secure and free downloads from the largest Open Source applications and software directory. Support Information Tracker is intended to be a free document...
Platforms: *nix
License: Freeware | Size: 81.92 KB | Download (137): Support Information Tracker Download |
Debian Installed Package Information shows the current debian installed packages with the ability to explore and show the contents, shows the stats and description of the suggested and recommended packages and also the policy and changelogs. Debian Installed Package Information try to find...
Platforms: *nix
License: Freeware | Size: 5.12 KB | Download (89): Debian Installed Package Information Download |
Information Currency Subversion project is a command-line client for Subversion repositories that supports the generation of information currency from committed source code..
Platforms: *nix
License: Freeware | Size: 133.12 KB | Download (91): Information Currency Subversion Client Download |