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Top / Computers / Artificial_Intelligence / Machine_Learning / Software /

GRIDLOCK: A Scalable Approach to Unifying Computer and Communications Security
A globally specified and locally interpreted policy language based software for specification of network access control policy. [GPL]
http://nsl.cs.columbia.edu/projects/gridlock/
Columbia.edu  ~   Site Info   Whois   Trace Route   RBL Check  
ORANGE: Inter-active Machine Learning Data Mining components
A component based framework for data input/output, preprocessing, predictive modelling, ensemble methods, and modelling validation. [GPL]
http://www.ailab.si/orange
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OpenCyc
Open source version of the Cyc technology, the world's largest and most complete general knowledge base and commonsense reasoning engine. Can be used as the basis of a wide variety of intelligent applications including; rapid development of an ontology
http://www.opencyc.org/
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Lemga: Learning Models and Generic Algorithms
A library of classes for optimizing (training) the generic models. Written in C++. [GPL]
http://www.work.caltech.edu/ling/lemga/
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WinBUGS: The BUGS Project
A stand-alone program to allow practical MCMC methods available to applied statisticians. Either a point and click interface can be used to control the analysis or a graphical interface can be constructed. The BUGs project also includes links to GeoBU
http://www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml
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VIBES: Variational Inference for Bayesian Networks
A software package which allows variance-modeled posterior inference to be performed automatically on a Bayesian network. [GPL]
http://vibes.sourceforge.net/
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MALLET: Advanced Machine Learning for Language
An integrated collection of Java code useful for statistical natural language processing, document classification, clustering, information extraction, and other machine learning applications to text. [GPL]
http://mallet.cs.umass.edu/index.php/Main_Page
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Tree Visualizer
Software which allows one to navigate (fly) through the data tree, zoom in on interesting nodes, click on bars to get counts, and mark interesting places in the tree. Includes datasets for automobiles, voting, produce, and medical research. Uses LEDA,
http://www.sgi.com/tech/mlc/trees.html
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FTP Repository Site List for Cognitive and Machine Learning
Anonymous sites from popular colleges and universities. To access other pages just replace the 6 in URL with numbers 1-23. [Free]
http://hoohoo.ncsa.uiuc.edu/ftp/part6.html
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Pattern Matching Pointers
Using algorithms to address issues of searching and matching strings and more complicated patterns such as trees, regular expressions, graphs, point sets, and arrays. [GPL]
http://www.cs.ucr.edu/~stelo/pattern.html
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