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The AutoClass Project
A database of cases described by a combination of real and discrete valued attributes, and automatically finds the natural classes in that data. It can be seen as a Naive Bayes classifier where the class node is hidden. [Free]
http://ic-www.arc.nasa.gov/ic/projects/bayes-group/autoclass/
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HRE API: A Portable Handwriting Recognition Engine
This engine is a functionally complete interface for handwriting recognition. API was written in ANSI C and has minimal reliance on the Windows system. There is a version ported to Linux. [GPL]
http://playground.sun.com/pub/multimedia/handwriting/hre.html
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Bayes Net Toolbox for Matlab
Supports several inference algorithms and learning algorithms. Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman filters. [GPL]
http://bnt.sourceforge.net/
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Classification Toolbox for MATLAB
A complete set of algorithms for classification, clustering, feature selection and reduction for Matlab. [Free]
http://www.yom-tov.info/toolbox.html
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Bayes++: Open Source Bayesian Filtering Classes
A library of C++ classes for Bayesian Filtering of discrete systems. [MIT]
http://bayesclasses.sourceforge.net/Bayes++.html
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Probabilistic Networks Library (PNL), and Open Source Machine Learning Library (OpenML) by Intel
Open source library of tools for building machine learning software based on Bayesian mathematical principles. Links on lower left of page article. [GPL]
http://deviceforge.com/news/NS5332804106.html
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LingPipe: Natural Language Processor (NLP)
A suite of Java libraries for the linguistic analysis of human language which can link entity mentions to database entries, uncover relations, cluster documents, and discover significant trends. [GPL]
http://www.alias-i.com/lingpipe/
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UCI Machine Learning
A repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms at the University of California at Irvine. [Free]
http://www.ics.uci.edu/~mlearn/MLRepository.html
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Data Access Tools from the US Census Bureau
General purpose data display and extraction tools that works with Census Bureau data. Census data available for pickup through census bureau employees only. [Free]
http://www.census.gov/main/www/access.html
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Sorting Algorithms for Machine Learning
Various sorting algorithms including insertion, quick, merge, heap, Dutch National Flag, and radix with on-line demos. [Free]
http://www.csse.monash.edu.au/%7Elloyd/tildeAlgDS/Sort/
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