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The Bow Toolkit (Popularity:  )
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 ...
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AutoClass (Popularity: )
http://ic-www.arc.nasa.gov/ic/projects/bayes-group/autoclass/
Takes a database of cases described by a combination of real and discrete valued attributes, and automatically finds the natural ...
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WinMine Toolkit (Popularity: )
http://research.microsoft.com/~dmax/WinMine/tooldoc.htm
Tools for learning dependency networks or Bayesian networks from data. [Free]
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Bayes Net Toolbox for Matlab (Popularity: )
http://www.cs.berkeley.edu/~murphyk/Bayes/bnt.html
Supports several inference algorithms and learning algorithms. Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman filters.
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FastMix (Popularity: )
http://www.cs.cmu.edu/~psand/
Generates Gaussian mixture models for large datasets using efficient EM clustering algorithms. [Free]
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Incremental Decision Tree Induction (Popularity: )
http://www.cs.umass.edu/~lrn/iti/index.html
An algorithm that incrementally constructs decision trees from labeled examples. [Free for individual research purposes]
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Weka 3 - Open Source Machine Learning Software in Java (Popularity: )
http://www.cs.waikato.ac.nz/~ml/weka/index.html
Suite that implements decision trees and tables, rule learners, Naive Bayes, support vector machines, voted perceptrons, multi-layer perceptron. Meta schemes ...
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The NEITHER Theory Revision System (Popularity: )
http://www.cs.utexas.edu/users/ml/neither.html
A propositional theory refinement system that will modify a incomplete or incorrect rule base so as to make it consistent ...
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LNKnet Pattern Classification Software (Popularity: )
http://www.ll.mit.edu/IST/lnknet/index.html
A software package developed at MIT Lincoln Laboratory which integrates more than 20 neural network, statistical, and machine learning classification, ...
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PRODIGY System (Popularity: )
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/prodigy/Web/prodigy-home.html
An architecture for planning and learning. [Free]
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Machine Learning Packages from the CMU Artificial Intelligence Repository (Popularity: )
http://www.cs.cmu.edu/afs/cs/project/ai-repository/ai/areas/learning/systems/0.html
Links to FTP repositories including ACCEL, CLASSWEB, FOCL, FOIL, GOLEM, INDEX, MILES, MOBAL, OC1, Occamn, PEBLS, RWM.
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The CHILL Empirical Parser Acquisition System (Popularity: )
http://www.cs.utexas.edu/users/ml/chill.html
A general approach to the problem of inducing natural language parsers. It uses an annotated corpus, and produces a parser ...
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Meta-MEME v2.0.1 (Popularity: )
http://metameme.sdsc.edu/
Software toolkit for building and using motif-based hidden Markov models of DNA and proteins - from the Univ. of California-San ...
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HMM and other statistical programs (Popularity: )
http://www.cfar.umd.edu/~kanungo/software/software.html
On this page an imlementation of Hidden Markov Models and an application to part-of-speech tagging. Also available a multivariate hypothesis ...
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Sequence Alignment and Modeling System (SAM) (Popularity: )
http://www.cse.ucsc.edu/research/compbio/sam.html
A collection of tools for creating and using HMMs for biological sequences. Free license for academic and nonprofit usages.
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MIX (Popularity: )
http://icarus.math.mcmaster.ca/peter/mix/mix.html
Software for learning Mixture Distributions. Commercial license.
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Software Packages for Graphical Models/Bayesian Networks (Popularity: )
http://www.ai.mit.edu/~murphyk/Software/bnsoft.html
Directory of software tools for modeling graphs and Bayesian networks. Some have learning capabilities.
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GNU Hidden Markov Model Library (Popularity: )
http://sourceforge.net/projects/ghmm
Hidden Markov Models software library from the Center of Applied Informatics, Cologne. Includes algorithms such as Viterbi, Baum-Welch, and Forward-Backward. ...
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Bayes++ (Popularity: )
http://bayesclasses.sourceforge.net
A library of C++ classes for Bayesian filtering. From the Australian Centre for Field Robotics. [C++, MIT license]
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libbpfl - Bayesian Probability Filtering Library (Popularity: )
http://libbpfl.sourceforge.net
A general purpose library for Bayesian filtering. [C++, LGPL license]
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