The whatUseek Directory

for

Home > Computers > Artificial Intelligence > Machine Learning >

Software

New! Submit a site

whatUseek Collection Sites (submit a site ):

Give your site great placement in this category in as little as two business days!

whatUseek Directory Site Listings:

An AI learning system - A description of an AI system, with a demonstration program and Delphi sourcecode available.

AutoClass - AutoClass takes a database of cases described by a combination of real and discrete valued attributes, and automatically finds the natural classes in that data. It can be seen as a Naive Bayes classifier where the class node is hidden. [Free]

BETSY - Bayesian Essay Test Scoring sYstem - BETSY is a freeware windows-based program that classifies text based on trained material. Designed for automated essay scoring, BETSY can be applied to any text classification task.

Bayes Net Toolbox for Matlab - Supports several inference algorithms (e.g. junction tree, Pearl, variable elimination etc.) and learning algorithms (e.g. EM, MCMC, structure learning, etc). Allows simulation of static and dynamic networks, including HMMs, IOHMMs, and Kalman filters.

C4.5 and FOIL - Home page of R. Quinlan. FTP links to FOIL (inductive logic programming) and C4.5 (learning decision trees).

EM algorithm for Mixture models - Shotaro Akaho implementation of EM algorithm for modeling Mixtures of Gaussians (in Java). Free. An extended version is available from the author.

FastMix - FastMix generates Gaussian mixture models for large datasets using efficient EM clustering algorithms. [Free]

HMM and other statistical programs - On this page an imlementation of Hidden Markov Models and an application to part-of-speech tagging. Also available a multivariate hypothesis testing software for Gaussian Data and TRUEVIZ: A groundtruth/metadata Editing and Visualizing Toolkit for OCR.

HMMER - Profile hidden Markov models for biological sequence analysis - Sean Eddy's tools to build HMMs from multiple alignments, align sequences to HMMs, calculate e-scores, and other tools.

Incremental Decision Tree Induction - An algorithm that incrementally constructs decision trees from labeled examples. [Free for individual research purposes]

LIBSVM - A Library for Support Vector Machines - LIBSVM is an integrated tool implementing support vector classification, regression, and distribution estimation. C++ and Java sources available. [Free]

LNKnet Pattern Classification Software - LNKnet is a software package developed at MIT Lincoln Laboratory which integrates more than 20 neural network, statistical, and machine learning classification, clustering, and feature selection algorithms into a modular software package. [Public domain license]

MIX - Software for learning Mixture Distributions. Commercial license.

MLC++ - MLC++ is a library of C++ classes for supervised machine learning. Provided by SGI. [Free for internal research purposes]

Machine Learning Packages from the CMU Artificial Intelligence Repository - Links to external ftp sites. Systems include ACCEL, CLASSWEB, FOCL, FOIL, GOLEM, INDEX, MILES, MOBAL, OC1, Occamn, PEBLS, RWM

Machine learning programs by Peter Clark - QM: Guiding inductive learning with a Qualitative Model. LPE: Lazy Partial Evaluation. CN2: Rule induction from examples. Free.

Meta-MEME v2.0.1 - Software toolkit for building and using motif-based hidden Markov models of DNA and proteins - from the Univ. of California-San Diego.

PRODIGY system - An architecture for planning and learning. [Free]

Pfam - A large collection of multiple sequence alignments and trained hidden Markov models covering many common protein domains.

SAM: Sequence Alignment and Modeling System - SAM is a collection of tools for creating and using HMMs for biological sequences. Free license for academic and nonprofit usages.

[ 1 2 ]

Help build the largest human-edited directory on the web.

Submit a Site - Open Directory Project - Become an Editor

About Help Content Filter Terms Privacy Policy