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Top / Computers / Artificial_Intelligence / Machine_Learning / Software /

Bow: A Toolkit for Statistical Language Modeling, Text Retrieval, Classification and Clustering 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 http://www.cs.cmu.edu/~mccallum/bow/ Cmu.edu  ~   Site Info   Whois   Trace Route   RBL Check   WinMine Toolkit A set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. [Free] http://research.microsoft.com/~dmax/WinMine/tooldoc.htm Microsoft.com  ~   Site Info   Whois   Trace Route   RBL Check   FastMix Generates Gaussian mixture models for large datasets using efficient KD-clustering algorithms. [Free] http://www.cs.cmu.edu/~psand/ Cmu.edu  ~   Site Info   Whois   Trace Route   RBL Check   ITI: Incremental Tree Inducer An algorithm that incrementally constructs decision trees from labeled examples. [AFL] http://www.cs.umass.edu/~lrn/iti/index.html Umass.edu  ~   Site Info   Whois   Trace Route   RBL Check   Weka 3: Data Mining Software A collection of tools that implement decision trees and tables, rule learners, Naive Bayes, support vector machines, voted perceptrons, multi-layer perceptron. Meta schemes include bagging, stacking, and boosting. Written in Java. [GPL] http://www.cs.waikato.ac.nz/~ml/weka/index.html Waikato.ac.nz  ~   Site Info   Whois   Trace Route   RBL Check   NEITHER: A Propositional Theory Refinement A system to modify an incomplete or incorrect rule base to make it consistent with a set of input training examples. Written in C++ [Free] http://www.cs.utexas.edu/users/ml/neither.html Utexas.edu  ~   Site Info   Whois   Trace Route   RBL Check   PRODIGY: An Architecture for Planning and Learning A system of research planning and learning utilizing explanation-based learning, partial evaluation, experimentation, graphical knowledge acquisition, automatic abstraction, mixed-initiative planning, and case-based reasoning. [Free] http://www.cs.cmu.edu/afs/cs.cmu.edu/project/prodigy/Web/prodigy-home.html Cmu.edu  ~   Site Info   Whois   Trace Route   RBL Check   Machine Learning Software Packages Various classes, packages, macros and other software systems related to machine learning. [GPL] http://www.cs.cmu.edu/afs/cs/project/ai-repository/ai/areas/learning/systems/0.html Cmu.edu  ~   Site Info   Whois   Trace Route   RBL Check   CHILL: Constructive Heuristics Induction for Language Learning A general approach to the problem of inducing natural language parsers. It uses an annotated corpus, and produces a parser by using ILP for inducing the rules that control the actions of a shift-reduce parser. [Free] http://www.cs.utexas.edu/users/ml/chill.html Utexas.edu  ~   Site Info   Whois   Trace Route   RBL Check   Meta-MEME: Motif-based Hidden markov Modeling of Biological Sequences Software toolkit for building and using motif-based hidden Markov models of DNA and proteins. There is an online interactive version. Source written in C. [GPL] http://metameme.sdsc.edu/ Sdsc.edu  ~   Site Info   Whois   Trace Route   RBL Check

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