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 Computers » Software » Databases » Data Mining » Public Domain Software


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MLC++ is a standard C++ library for supervised machine learning, with back-end and front-end tools for data mining tasks like Decision Trees, and Clustering. Information on legal issues, mailing lists, history, standards, platform support, and downloa...

http://www.sgi.com/tech/mlc/

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Model based clustering and discriminant analysis, including hierarchical clustering and EM. Developed at University of Washington.

http://www.stat.washington.edu/fraley/mclust/soft.shtml

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Written in Python, the toolbox handles caching of database queries and parallelism within a collection of independent queries. Our toolbox provides a number of routines for basic data mining tasks on top of which the user can add more functions - main...

http://cslab.anu.edu.au/ml/dm/dm_software.html

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A freely available software toolkit for finding frequent patterns in diverse datasets. It contains highly efficient algorithms for finding patterns in transactional, sequential, and graph datasets.

http://glaros.dtc.umn.edu/gkhome/pafi/overview/

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 5 - FOIL and C4.5 Browse Website open in new window
Source code for decision tree algorithms from Ross Quinlan's homepage, available free for download.

http://www.rulequest.com/Personal/

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Uses the Minimum Message Length (MML) principle to do mixture modeling. Mixture modeling concerns modeling a statistical distribution by a mixture of other distributions, and is also known as unsupervised concept learning in Artificial Intelligence. L...

http://www.csse.monash.edu.au/~dld/Snob.html

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Environment for statistical computing and dynamic graphics based on Lisp. Contains contributed code and submission instructions.

http://lib.stat.cmu.edu/xlispstat/

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A freely available software toolkit for clustering low- and high-dimensional data sets. It is well-suited for clustering data sets arising in many areas including information retrieval, customer purchasing transactions, science, and biology.

http://glaros.dtc.umn.edu/gkhome/views/cluto

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By David Chickering at Microsoft Research. The WinMine Toolkit is a set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. The majority of the tools are command-line executables that can be run in scripts.

http://research.microsoft.com/~dmax/WinMine/tooldoc.htm

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 10 - MPCA Software Browse Website open in new window
GPL C/C++ software for data analysis of discrete data using principal/independent component methods. Examples are DPCA, LDA, GaP (like PLSI and NMF). Targetted at text, with MPI and multithreading.

http://cosco.hiit.fi/search/MPCA/

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