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Software (Subscribe)

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C4.5 and FOIL

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

The home page of R. Quinlan with FTP links to FOIL (inductive logic programming) and C4.5 (learning decision trees). [LGPL]

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Bow: A Toolkit for Statistical Language Modeling, Text Retrieval, Classification and Clustering

http://www.cs.cmu.edu/~mccallum/bow/

A library of C code useful for writing statistical text analysis, language modeling, and information retrieval programs. The current distribution includes the library, as well as front-ends for document classification (rainbow), document retrieval (arrow) and document clustering (crossbow). [LGPL]

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BoosTexter: A Boosting-based System for Text Categorization

http://www.cs.princeton.edu/~schapire/boostexter.html

A general purpose machine-learning program based on boosting for building a classifier from text and/or attribute-value data. [GPL]

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BNet EngineKit

http://www.cra.com/commercial-products-services/bnet-engine-kit.asp

A developer toolkit for researchers and engineers to embed belief networks in software applications. Nice online demo. [Commercial]

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BETSY: A Bayesian Essay Test Scoring System

http://edres.org/betsy

A windows-based program that classifies text based on trained material. Designed for automated essay scoring, BETSY can be applied to any text classification task. [GPL]

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Bayes Net Toolbox for Matlab

http://code.google.com/p/bnt/

Supports several inference algorithms and learning algorithms. Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman filters. [GPL]

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ArrayMiner - ClassMarker

http://www.optimaldesign.com/ArrayMiner/ClassMarker.htm

Programmatically isolate similarities between scattered classes of genes. Expression driven. Utilizes a voting method along with a k-Nearest-Neighbors classification. Very rich graphical interface. Samples of an unknown class are possible given enough data. Fully functional demo. [Commercial]

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AliceBOT

http://alicebot.blogspot.com/

The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language). [FREE]

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aiParts

http://www.agt.net/public/bmarshal/aiparts/index.htm

C++ classes for multi-decision problems implementing the High-Hope technique with sample programs. [MIT]

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(H)HMM Library and Designer

http://connex.lip6.fr/%7Ebinsztok/hhld.html

This library allows probabilistic sequence models to be constructed through use of Hidden Markov models (HMMs) and Hierarchical Markov models HMMs (HHMMs) in Ocaml programming language. [GPL]

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