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DimReduction - Dimensionality Reduction 1.26

Company: code.google.com

Date Added: August 21, 2012 | Visits: 556

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DimReduction project provide an open-source multiplatform (Java) graphical environment for bioinformatics problems that supports many feature selection algorithms, pattern recognition techniques, criterion functions and graphic visualization tools.

Requirements: No special requirements

Release Date: August 21, 2012

Platforms: Windows, Mac, Linux

Users rating: 0/10

License: Freeware

Size: 2.72 MB

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DIMREDUCTION - DIMENSIONALITY REDUCTION RELATED

Science - Multifactor Dimensionality Reduction 2.0.beta.8.4 The objective of this project is to make available an open-source version of our Multifactor Dimensionality Reduction (MDR) software. MDR is a nonparametric alternative to logistic regression for detecting and characterizing nonlinear interactions.	6.02 MB
Development Tools - makebottle.m 1.0 This function constructs a bottleneck (or autoassociative) neural network. It is used for dimensionality reduction or nonlinear principle components analysis. This function was tested under MATLAB 5.3, and requires the Neural Network toolbox.	10 KB
Science - Spectral Python 0.7 Spectral Python (SPy) is a python package for reading, viewing, manipulating, and classifying hyperspectral image (HSI) data. SPy includes functions for clustering, dimensionality reduction, supervised classification, and more.	73.94 KB
Business - Divvy Data Analysis 1.0 Divvy is an application for performing unsupervised machine learning and visualization. We focus on the clustering (separating data into groups) and dimensionality reduction (finding low dimensional structure in high dimensional data) subfields of...	7.3 MB
Scientific and Engineering - PCP Application 2.2 This application is an open-source machine learning program for supervised classification of patterns (vectors of measurements). PCP implements the following algorithms and methods: - Fisher's linear discriminant - dimensionality reduction...
Graphical Text Tools - Free Red-eye Reduction Tool 2.0.0 Free photo red-eye reduction tool. Remove or fix red-eye effect very easily. The red-eye effect in photography is the common appearance of red pupils in color photographs of eyes. Free Red-eye Reduction Tool is a photo correction tool....	6.03 MB
Science - GIRAFFE Data Reduction 1.13.1 GIRAFFE Base Line Data Reduction Software is a set of python scripts and modulesand a C library to reduce FITS images produced by the Very Large Telescope (VLT)FLAMES instrument.	5.16 MB
Communication - Wiener filter for Noise Reduction and speech enhancement 1.0 The two-step noise reduction (TSNR) technique removes the annoying reverberation effect while maintaining the benefits of the decision-directed approach. However, classic short-time noise reduction techniques, including TSNR, introduce harmonic...	10 KB
Communication - Effect of Range Reduction in Video/Image Compression 1.0 This script demonstrates the influence of range reduction algorithm at low bitrate encoding using JPEG encode. The range [0-255] of pixel values is mapped to [64-235] in this script using a look-up-table. Subsequently, the file is compressed to...	10 KB
Development Tools - SGONG-Color Reduction 1.0 This color reduction software is based on a new neural network classifier (SGONG). The SGONG network classifier is suitable for color quantization applications, since each image pixel is considered as multidimensional vector, depending on the...	266.24 KB

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