Software (Subscribe)
Links
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]
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]
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]
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]
BETSY: A Bayesian Essay Test Scoring System
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]
Bayes++: Open Source Bayesian Filtering Classes
http://bayesclasses.sourceforge.net/Bayes++.html
A library of C++ classes for Bayesian Filtering of discrete systems. [MIT]
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]
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]
An Object Oriented (OOP) Framework for Neural Networks in C#
A handy basic Class and back progagator to create the framework for AI Neural Networks. [GPL]
AliceBOT
The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language). [FREE]
Alexa - Top 20 Machine Learning Software Websites
Top 20 machine learning software websites for this DMOZ category ranked by Alexa.com. [FREE]
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]
(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]