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Bow: A Toolkit for Statistical Language Modeling, Text Retrieval, Classification and Clustering
The `Bow' Toolkit
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 docume nt classification (rainbow), document retrieval (arrow) and document clustering (crossbow). [LGPL]
library, document, classification, retrieval, clustering, executable, several, program, andrew, mcca llum, according, mccallum, statistical, modeling, language, counts, kachites, please, toolkit, matri x, information, sparse, building, methods, queries, designed, rainbow, toolkit, welcome, version, fa cilities, library, provides, distribution, source, currently, programs, citation, unpublished, bibte x, released, mccallumlibbow, public, standards, coding, developed, system, patches, conforms, licens e, purposes
cmu.edu - rank der domain 6099 (2241 in US)
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WinMine Toolkit
WinMine Toolkit Home Page
http://research.microsoft.com/~dmax/WinMine/tooldoc.htm
A set of tools for Windows 2000/NT/XP that allow you to build statistical models from data. [Free]
winmine, toolkit, toolkit, download, mailing, wmtalk, microsoft, yourself, research, update, periodi cally, tutorial, report, either, contain, future, sending, details, algorithms, should, information, please, comments, provide, contact, version, questions, contained, reference, publication, simply, available, technical, reference, remove, discussion, information, improvements, contains, currently, others, discuss, include, familiarity, commercial, purposes, overview, development, contributed, mi ning, technologies
microsoft.com - rank der domain 31 (17 in US)
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FastMix
FastMix
http://www.cs.cmu.edu/~psand/
Generates Gaussian mixture models for large datasets using efficient KD-clustering algorithms. [Free ]
mixture, values, fastmix, fastmix, gaussians, specified, number, algorithm, output, scoring, increas e, dataset, standard, following, sample, program, utility, smaller, larger, result, command, changes , approximate, accuracy, loading, models, options, funnel, gaussian, running, seperated, determines, gaussian, provides, options, generates, dimensions, parameter, spaces, header, fields, probability, extension, excessive, additional, information, closely, should, minimum, rectangles, filename
cmu.edu - rank der domain 6099 (2241 in US)
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Computers/Artificial_Intelligence/Machine_Learning/Software
Computers/Artificial_Intelligence/Machine_Learning/Software
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ITI: Incremental Tree Inducer
Machine Learning Laboratory
http://www.cs.umass.edu/~lrn/iti/index.html
An algorithm that incrementally constructs decision trees from labeled examples. [AFL]
algorithm, program, includes, learning, machine, labeled, induction, incremental, laboratory, mechan ism, running, distribution, directions, examples, purposes, research, article, appears, postscript, generates, including, drawing, october, copyright, available, protected, journal, source, individual , version, similar, changes, install, updated, utgoff, university, massachusetts, reserved, copyrigh t, rights, included, longer, activity, intended, agreement, covering, therefore, documentation, prog rams, licensing, pruning
umass.edu - rank der domain 15563 (5727 in US)
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Weka 3: Data Mining Software
Weka 3 - Data Mining with Open Source Machine Learning Software in Java
http://www.cs.waikato.ac.nz/~ml/weka/index.html
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]
datasets, projects, related, further, citing, miscellaneous, information, history, subversion, contr ibutors, development, developers, literature, documentation, requirements, source, mining, machine, learning, getting, started, software, download
(SLD : ac.nz)
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NEITHER: A Propositional Theory Refinement
The NEITHER Theory Revision System
http://www.cs.utexas.edu/users/ml/neither.html
A system to modify an incomplete or incorrect rule base to make it consistent with a set of input tr aining examples. Written in C++ [Free]
neither, system, student, system, theory, domain, refinement, student, assert, baffes, tutoring, kno wledge, behavior, following, propositional, specifics, tutoring, software, publications, contains, b reakdown, introduction, execution, instructions, including, compilation, traces, description, detail ed, induction, tutorial, poniters, informatica, related, utexas, estlin, papers, research, extending , anonymous, thesis, department, construction, modeling, library, computer, sciences, raymond, moone y, december, austin
utexas.edu - rank der domain 2811 (1086 in US)
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PRODIGY: An Architecture for Planning and Learning
PRODIGY project home page
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/prodigy/Web/prodigy-home.html
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]
prodigy, prodigy, learning, planning, project, project, service, domains, modules, abstraction, auto matic, acquisition, knowledge, initiative, number, reasoning, correspondence, michael, research, pla ces, connected, integration, applied, graphical, format2, people, papers, reports, system, version, includes, nothing, cannot, please, apologize, maintaining, longer, software, handle, architecture, c arbonell, currently, evaluation, partial, explanation, prodigy, requests, membership, originally, ve loso, manuela
cmu.edu - rank der domain 6099 (2241 in US)
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Machine Learning Software Packages
Topic: areas/learning/systems/
http://www.cs.cmu.edu/afs/cs/project/ai-repository/ai/areas/learning/systems/0.html
Various classes, packages, macros and other software systems related to machine learning. [GPL]
learning, machine, learning, system, utexas, machine, program, systems, repository, origin, collecti on, include, repositories, macros, parallel, exemplar, raymond, mooney, refinement, update, keywords , freeware, combines, directory, machinelearning, library, contains, software, packages, mooney, cla uses, produces, expressed, inductive, algorithm, relations, expert, packages, software, intelligence , artificial, abduction, cobweb, classit, classweb, classweb, knowledge, methods, acquisition, progr am, classifier
cmu.edu - rank der domain 6099 (2241 in US)
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Computers/Artificial_Intelligence/Machine_Learning/Software
Computers/Artificial_Intelligence/Machine_Learning/Software
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CHILL: Constructive Heuristics Induction for Language Learning
The CHILL empirical parser acquisition system
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 by using ILP for inducing the rules that control the actions of a shift-reduc e parser. [Free]
parser, parsers, learning, representations, inductive, programming, control, language, problem, appr oach, systems, system, natural, propositional, algorithms, chillin, research, traditional, database, techniques, shallow, learning, language, sentences, prolog, reduce, empirical, acquisition, promise , empricial, machine, subfield, learns, behavior, crafted, called, relational, demonstrating, outlin es, certain, acquiring, applied, approaches, construction, coverage, alternative, relatively, syntac tic, automating, variety, similar
utexas.edu - rank der domain 2811 (1086 in US)
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Meta-MEME: Motif-based Hidden markov Modeling of Biological Sequences
Meta-MEME v3.4
http://metameme.sdsc.edu/
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]
models, markov, hidden, funded, charles, university, national, questions, related, please, software, discovery, timothy, bailey, bioscience, browse, molecular, institute, modeling, washington, staffor d, queensland, genome, sciences, developed, william, department, research, copyright, information, r esource, computation, biomedical, comments, washington, cegrant, server, rr021692, maintenance, deve lopment, gribskov, michael, center, platforms, resources, answer, proteins, similar, building, prote in, sequences
sdsc.edu - rank der domain 77668 (29979 in US)
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MIX: Software for Mixture Distributions
MIX Home Page
http://icarus.math.mcmaster.ca/peter/mix/mix.html
Software for learning mixture distributions. Examples and two case studies are included. [Commercial ]
mixture, package, mixdist, distributions, version, macintosh, software, binomial, supported, analysi s, project, install, component, macdonald, negative, documentation, analyse, report, mcmaster, poiss on, developed, platform, windows, please, population, software, distribution, release, downloaded, c urrent, mixtures, superior, information, methods, discrete, contact, continuous, addition, contribut ed, incorporated, features, numerical, graphics, functionality, compiled, distributed, ichthus, syst ems, mcmaster, pdmmac, studies
mcmaster.ca - rank der domain 26486 (294 in CA)
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Software Packages for Graphical Models/Bayesian Networks
Software Packages for Graphical Models / Bayesian Networks
http://www.ai.mit.edu/~murphyk/Software/bnsoft.html
Tools for modeling graphs and Bayesian networks. Scroll down. [AFL], [Commercial]
learning, structure, supported, bayesian, models, sampling, matlab, graphs, continuous, directed, so ftware, dynamic, undirected, graphical, program, structure, learns, analysis, gaussian, software, in cluded, search, algorithm, networks, packages, helsinki, murphy, method, static, stochastic, discret e, inference, microsoft, restricted, inference, comments, estimation, variable, decision, utility, v arelim, bayesware, although, variables, linear, supports, source, handles, cannot, deriveit, designe d
mit.edu - rank der domain 1207 (509 in US)
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General Hidden Markov Model Library
General Hidden Markov Model Library | Download General Hidden Markov Model Library software for free at SourceForge.net
http://sourceforge.net/projects/ghmm
Hidden Markov Models software library from the Center of Applied Informatics, Cologne. Includes algo rithms such as Viterbi, Baum-Welch, and Forward-Backward. [GPL]
Get General Hidden Markov Model Library at SourceForge.net. Fast, secure and free downloads from the largest Open Source applications and software directory
Artificial Intelligence, Bio-Informatics, Education, Mathematics, Open Source, Open Source Software , Development, Community, Source Code, Secure, Downloads, Free Software
markov, hidden, adspot, general, library, committed, grunau, sourceforge, document, wrapper, posted, topics, wrappercode, script, unescape, prefix, 3cscript, changing, repository, revision, review, se arch, logged, doubleclick, please, javascript, turned, artifact, immersion, adcode, tehuser, cookie, software, project, project, review, sourceforge, medrec, additional, function, develop, python, cha nges, tracker, software, created, create, library, thanks, mixtures, education
sourceforge.net - rank der domain 155 (75 in US)
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libbpfl - A Bayesian Probability Filtering Library
libbpfl - Bayesian Probability Filtering Library
http://libbpfl.sourceforge.net
A general purpose library for Bayesian filtering written in C++. [LGPL]
bayesian, library, filtering, libbpfl, probability, library, please, filter, currently, project, acc ess, release, revision, sourceforge, filters, filtering, written, example, lesser, general, public, ventimiglia, anthony, license, protected, software, current, documentation, filters, download, docum entation, creation, intended, programs, version, simple, although, released, stages, functional
sourceforge.net - rank der domain 155 (75 in US)
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Experience-based Language Acquisition
Experience-Based Language Acquisition | Download Experience-Based Language Acquisition software for free at SourceForge.net
http://sourceforge.net/projects/ebla
Computational model of human language acquisition written in Java; currently acquires a protolanguag e of nouns and verbs language based on visual perception. [BSD]
Get Experience-Based Language Acquisition at SourceForge.net. Fast, secure and free downloads from t he largest Open Source applications and software directory
Artificial Intelligence, Open Source, Open Source Software, Development, Community, Source Code, Se cure, Downloads, Free Software
adspot, language, document, sourceforge, posted, wrapper, acquisition, experience, script, topics, u nescape, artifact, wrappercode, prefix, review, 3cscript, search, logged, adcode, javascript, double click, turned, committed, please, immersion, cookie, language, software, project, tracker, sourcefor ge, project, source, review, created, develop, support, repository, google, medrec, create, function , patchset, module, thanks, changing, greatmindsworking, geeknet, search, database, projects
sourceforge.net - rank der domain 155 (75 in US)
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NSP: N-gram Statistics Package
Ted Pedersen - Ngram Statistics Package / N-gram / Ngrams / Bigram / Bigrams
http://www.d.umn.edu/~tpederse/nsp.html
Software for counting and analyzing word n-grams in text. This package provides standard tests of as sociation for identifying word n-grams in large corpora and allows users to implement other tests wi th minimal scripting knowledge. Written in Perl. [GPL]
package, statistics, pedersen, proceedings, conference, appears, designed, national, development, tp ederse, banerjee, senseval, bigram, ngrams, introduction, theoretical, limits, portland, research, s chool, scholarship, artistry, testing, graduate, contingency, conditional, august, fisher, collocati on, identification, significant, introduces, austin, lexical, relationships, intelligence, universit y, artificial, minnesota, kayaalp, thirteenth, working, satanjeev, mahesh, faculty, career, career, 0092784, program, saiyam, purandare
umn.edu - rank der domain 3507 (1335 in US)
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TIMBL: Tilburg Memory Based Learner
ILK: Induction of Linguistic Research Group - Software
http://ilk.uvt.nl/software.html
A program implementing several memory-based learning techniques. These learners store representation of the training set explicitly, and classifies new cases by extrapolation from the most similar sto red cases. [AFL]
written, package, tadpole, system, language, tagger, memory, software, zaanen, machine, wrapper, spe ech, generic, pbmbmt, performing, algorithms, nearest, tilburg, software, datatype, implementing, su ffix, bindings, classification, translation, instance, multiple, between, trigrams, alignment, democ rat, grammatical, outputs, learning, inference, deciding, phrases, generates, tagging, entity, corpu s, customizable, generator, combined, tagged, recognition, processes, previous, decisions, feedback, created
uvt.nl - rank der domain 51981 (735 in NL)
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BETSY: A Bayesian Essay Test Scoring System
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]
BETSY is a windows-based program designed for automated essay scoring and can be applied to any text classification task.
Bayes, Bayesian, learning, naive, text classification, software, free, download, essay score, scorin g, software, windows, win, machine learning, natural language, automation, AI, artificial intelligen ce, performance, assessment, authentic, student, writing, test, score, win95, win98, winNT, winXP, w in2k, multinomial, decision theory
srcelement, window, bayesian, department, scoring, system, tagname, maryland, software, resources, v ersion, screen, rolloff, document, rollon, background, function, scoring, porter, education, measure ment, interface, diagnostic, information, training, trimming, infrequent, bernoulli, models, optiona l, multinomial, features, include, stemming, format, output, database, popular, entrant, training, f ormerly, college, university, statistics, evaluation, possible, evaluations, council, commercial, de veloped, categories
edres.org - rank der domain 999375 (418498 in US)
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C4.5 and FOIL
Ross Quinlan's personal homepage
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]
release, quinlan, archive, longer, gzipped, please, interested, company, support, restrictions, dist ribution, provide, available, learning, computational, theory, papers, personal, homepage, software, download, generation, computing
(SLD : rulequest.com)
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SNoW: Sparse Network of Winnows
SNoW
http://l2r.cs.uiuc.edu/~danr/snow.html
A learning architecture specifically tailored for learning in very high-dimensional feature spaces. The current release uses sparse variations of Winnow, Perceptron, and Naive Bayes. [AFL]
abstract, winnow, learning, update, language, natural, features, learning, domain, number, processin g, feature, version, approach, architecture, august, mechanism, properties, machine, examples, varia ble, relational, coling, active, linear, carlson, linear, sparse, network, papers, classifier, valia nt, functions, perceptron, relations, resolve, justification, unified, incorporated, report, theoret ical, ambiguities, general, khardon, papers, andrew, relational, following, neuroidal, elements, des cribed
uiuc.edu - rank der domain 3760 (1424 in US)
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MEME/MAST: Motif Discovery and Search
MEME Suite - Introduction
http://meme.sdsc.edu/meme/intro.html
A software package to discover motifs (highly conserved regions) in groups of related DNA or protein sequences and, search sequence databases using motifs. [Commercial]
motifs, national, funded, select, submit, resource, submit, maintained, development, resources, biom edical, rr021692, research, server, maintenance, developed, computation, center, target, associate, available, browser, allows, discover, requires, application, introduction, javascript, javascript, g roups, related, database, ontology, sequences, protein, search, sequence, compare, databases, putati ve
sdsc.edu - rank der domain 77668 (29979 in US)
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Maximum Entropy Modeling Toolkit
Maximum Entropy Modeling Toolkit for Python and C++
http://homepages.inf.ed.ac.uk/s0450736/maxent_toolkit.html
A library of tools for constructing maximum entropy (maxent) model in either python or C++. Some pro gram features are L-BFGS and GIS parameter estimation, and gaussian prior smoothing. [GPL]
maxent, me, python, nlp, c++
maxent, version, binary, python, source, entropy, document, toolkit, package, maximum, python, build ing, written, several, training, software, extension, toolkit, please, license, information, dataset , faster, freebsd, feature, project, machine, problem, runtime, solution, visual, implementations, m icrosoft, compiled, following, 20061005, fortran, malouf, implementation, 20041229, freeware, incorr ect, compile, iterations, stlport, netbsd, compiler, running, releases, python2, linked
(SLD : ac.uk)
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Nonparametric Classification with Polynomial MPMC Cascades
Machine Learning and Data Mining Code
http://cervisia.org/machine_learning_code.php
Scalable non-parametric classification with Polynomial MPMC Cascades for use in Matlab. [GPL]
matlab, download, version, manifolds, markus, description, gajshost, document, pagetracker, classifi cation, gregory, grudic, accepted, breitenbach, polynomial, ranking, clustering, through, location, protocol, mining, 428387, cascades, regression, classification, polynomial, unescape, cervisia, 3csc ript, machine, script, gettracker, trackpageview, learning, analytics, google, javascript, sitemap, sheets, navigation, d36092f7d1de7171411c53af8cf6f04e, support, browser, cascading, javascript, sande r, cascades, website, cascade, requires, nonparametric
(SLD : cervisia.org)
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Rapid Miner
Rapid - I
http://rapid-i.com/
The Rapid Miner toolset is an environment for machine learning through use of nested operators. Mult iple experiments can be arbitrarily nested together through use of a graphical XML based user interf ace. (Formerly YALE) [GPL]
rapidminer, community, mining, solution, conference, meeting, pagetracker, references, products, ser vices, downloads, partner, rapidnet, document, rapidanalytics, webinars, analysis, support, analysis , edition, rapiddoc, enterprise, business, analytics, professional, source, analytics, ffffff, gajsh ost, release, candidate, released, google, tutorials, documents, javascript, gettracker, trackpagevi ew, initdata, 1713305, sitemap, explorer, customer, intelligence, relation, server, script, environm ent, withrapidsentilyzer, performance, requests
rapid-i.com - rank der domain 147324 (8129 in DE)
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KEEL: Knowledge Extraction based on Evolutionary Learning
KEEL: A software tool to assess evolutionary algorithms for Data Mining problems (regression, classification, clustering, pattern mining and so on)
http://sci2s.ugr.es/keel/
The aim of this project is to develop a Computational Environment for integrating the design and use of knowledge extraction models from data using evolutionary algorithms. Genetic learning may also b e applied to the model. [GPL]
KEEL contains classical knowledge extraction algorithms, preprocessing techniques, Computational Int elligence based learning algorithms, evolutionary rule learning algorithms, genetic fuzzy systems, e volutionary neural networks, etc.
KEEL Project, Data Set, Publication, Learning, Genetic, Rule, Knowledge, Extraction, Evolutionary, I nterpretability, Analysis of Algorithms Experimental Design, Analysis of Data Complexity, Associatio n Rules, Interval Rule Based Systems, Discretization, Evolutionary RBF, Feature Selection, Fuzzy Rul e Based Systems, Prototype Selection, Instance Selection, Learning from Imbalanced Data, Intervalar Rule Learning, Neural Networks, Missing Values, Subgroup Discovery
algorithms, evolutionary, including, learning, comparison, selection, description, problems, regress ion, classification, software, assess, clustering, mining, mining, pattern, existing, papers, allows , networks, neural, perform, analysis, complete, statistical, description, educational, detailed, sy stems, section, research, moreover, designed, double, module, intelligence, classical, collection, k nowledge, extraction, training, techniques, preprocessing, contains, visits, feature, michigan, pitt sburgh, hybrid, models, genetic
ugr.es - rank der domain 18624 (304 in ES)
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The PNC2 Rule Induction System
The PNC2 Rule Induction System - Index
http://www.newty.de/pnc2/index.html
Windows software tool that induces rules from your data using the PNC2 cluster algorithm. An integra ted parameter-tuning component allows easy adjustment of the algorithms behavior to the given proble m without requiring any further knowledge. [GPL]
The PNC2 Rule Inductions System automatically induces rules from your data using the newly invented PNC2 cluster algorithm.
PNC2 cluster algorithm, rule induction, rule based learning, machine learning
program, system, public, source, license, general, induction, software, windows, algorithm, cluster, disclaimer, download, without, licence, research, useful, version, warranty, graduate, zipped, ackn owledgement, induces, automatically, technical, screenshots, particular, benchmarks, manual, algorit hm, shipped, cluster, details, contact, scholarship, holder, developed, fittness, published, softwar e, foundation, modify, redistribute, distributed, purpose, modelling, merchantability, implied, desi gn, platform, indinduction
newty.de - rank der domain 943403 (70560 in DE)
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The Torch Machine Learning Library
Torch3: The Dream Comes True
http://www.torch.ch/
This package forms a complete gradient descent machine learning library. Modules support vector mach ines in classification and regression, ensemble models such as bagging or adaboost, non-parametric m odels such as K-nearest neighbors, Parzen regression, and Parzen density estimation. Includes speech recognition tools. Written in C++ [BSD]
models, library, torch3, machine, collobert, eacute, machines, bengio, learning, modular, markov, di stributed, following, parzen, networks, available, hidden, something, gradient, switzerland, regress ion, license, distributions, contains, johnny, kmeans, density, growing, motivation, reasons, window s, estimator, training, vocabulary, decoding, embedded, speech, recognition, classifier, platforms, output, freebsd, mixture, gaussian, successfully, tested, imagine, address, simplon, reachable, pict ure
(SLD : torch.ch)
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(H)HMM Library and Designer
henri binsztok :: (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 mod els (HMMs) and Hierarchical Markov models HMMs (HHMMs) in Ocaml programming language. [GPL]
hidden hidden markov models HMM HHMM library probabilistic model designer
library, entry2, entry1, higher, should, software, models, designer, probability, convert, internal, please, transition, install, internal, normal, entry3, ubuntu, subdirectory, packages, cardinal, ve rsion, generated, binary, sequence, alphabet, download, constructing, before, consult, sequences, do cumentation, written, observed, entries, buttons, important, parameters, corrected, matrix, released , general, public, license, version, thanks, update, previous, benjamin, snyder, licensed
lip6.fr - rank der domain 231884 (8117 in FR)
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Spider: General Purpose Machine Learning Toolbox in Matlab
Spider
http://www.kyb.tuebingen.mpg.de/bs/people/spider/index.html
An object orientated environment for machine learning in Matlab. Algorithms can be plugged together and can be compared with (e.g. model selection, statistical tests and visual plots). Algorithms may be downloaded separately. [GPL]
spider
mpg.de - rank der domain 18819 (929 in DE)
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HRE API: A Portable Handwriting Recognition Engine
HRE API
http://playground.sun.com/pub/multimedia/handwriting/hre.html
This engine is a functionally complete interface for handwriting recognition. API was written in ANS I C and has minimal reliance on the Windows system. There is a version ported to Linux. [GPL]
recognition, engine, application, handwriting, engines, source, program, system, window, interface, allows, recognizer, context, manager, return, source, stroke, provides, support, multiple, provided, access, specialized, without, levels, specification, available, different, objects, design, vendors , distribution, between, download, instances, technology, rubine, recognition, released, commercial, dynamically, buffer, handle, complete, further, completely, languages, programmatic, technologies, verification, testing
sun.com - rank der domain 7930 (3053 in US)
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Classification Toolbox for MATLAB
Elad Yom-Tov's homepage
http://www.yom-tov.info/toolbox.html
A complete set of algorithms for classification, clustering, feature selection and reduction for Mat lab. [Free]
Elad Yom-Tov's homepage
Elad,Yom-Tov,Classification,Clustering,Feature,Selection,BCI,Brain,Brain-Computer Interface,Spinal c ord,MRP,movement-related potential,Matab,GUI,Agglomerative clustering,ADDC,Agglomerative hierarchica l clustering algorithm,AGHC,BIMSEC,Competitive learning,Deterministic annealing,Stochastic Annealing ,Distinction sensitive learning vector quantization,DSLVQ,K-means,C-means,Kohonen self-organizing fe ature maps,Fuzzy k-means,Fishers linear discriminant,LVQ1,LVQ3,Principal component analysis,PCA,Karh unen-Louve transform,KLA,Culling genetic algorithm,Hierarchical dimensionality reduction,HDR,Indepen dent component analysis,ICA,Multidimensional scaling,MDS,Non-linear component analysis,NLCA,Informat ion-based selection,AdaBoost,Backpropagation,neural network,Balanced Winnow,Perceptron,Relaxation,Ba yesian Model Comparison,C4.5,Cascade-Correlation,Classification and regression trees,CART,Determinis tic Boltzmann,Discrete Bayes,Expectation-maximization,EM,Genetic algorithm,Genetic programming,Gibbs ,ID3,Interactive Learnin
algorithms, manual, matlab, classification, computer, pattern, details, version, descriptions, corre ctions, suggestions, additional, screen, discussion, solucija, designed, validate, strict, previousl y, download, uploaded, copyright, amazon, publisher, detailed, toolbox, complete, feature, clusterin g, classification, accompany, manual, homepage, publications, studies, software, teaching, selection , reduction, requires, toolbox, interface, better, appendix, graphic, simple, realization, through, accessible, including
(SLD : yom-tov.info)
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Bayes++: Open Source Bayesian Filtering Classes
Bayes++ Bayesian Filtering
http://bayesclasses.sourceforge.net/Bayes++.html
A library of C++ classes for Bayesian Filtering of discrete systems. [MIT]
bayesian, system, filtering, classes, examples, libraries, placed, represent, systems, example, simp le, observation, directory, library, classes, target, discrete, compiler, bayesfilter, variable, var iety, numerical, dynamic, results, created, compile, version, sourcedirectory, execute, sboost, quad calib, simple, hierarchy, provide, prediction, linear, algorithms, filtering, technique, source, sou rce, filter, formulation, applied, fusion, australian, explains, centre, stevens, compute, dependenc ies
sourceforge.net - rank der domain 155 (75 in US)
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Probabilistic Networks Library (PNL), and Open Source Machine Learning Library (OpenML) by Intel
Intel says "read my lips" with open source software that predicts users' needs
http://deviceforge.com/news/NS5332804106.html
Open source library of tools for building machine learning software based on Bayesian mathematical p rinciples. Links on lower left of page article. [GPL]
This site tracks the latest hardware technologies, products, trends, and issues relating to the deve lopment of next-generation intelligent, connected devices and embedded systems. Topics covered incl ude embedded chips, boards, and systems, as well as applicable interface technologies and protocols.
device, gadget, PDA, smartphone, handset, phone, computer, technology, technologies, embedded, wire less, internet, broadband, networks, networking, wifi, wi-fi, 802.11, bluetooth, 3G, chips, system- on-chip, SoC, single board computer, SBC, boards, modules, systems, news, whitepapers, robotics, in terface, connectivity, voip, voice over IP, imaging, RFID.
source, software, openml, applications, machine, learning, library, library, source, learning, inter net, machine, available, bayesian, download, researchers, computers, computer, enables, whitepaper, methods, recognition, systems, speech, reading, environments, increase, movements, backup, networks, mathematical, models, faster, presentation, information, microprocessors, storage, create, experien ce, targets, probabilistic, enhance, predicts, technology, connected, stories, further, security, th reat, releases, sourceforge
(SLD : deviceforge.com)
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LingPipe: Natural Language Processor (NLP)
LingPipe Home
http://www.alias-i.com/lingpipe/
A suite of Java libraries for the linguistic analysis of human language which can link entity mentio ns to database entries, uncover relations, cluster documents, and discover significant trends. [GPL]
lingpipe, tutorials, release, download, models, document, compile, version, version, gajshost, sourc e, training, javadoc, latest, release, pagetracker, little, download, sandbox, latest, contains, rem oves, itself, entire, distribution, sensitive, character, encoding, precompiled, another, should, an alytics, google, 3cscript, protocol, unescape, javascript, 15123726, trackpageview, gettracker, scri pt, location, compatible, backward, programs, without, deprecation, migration, methods, classes, ass ociated
alias-i.com - rank der domain 411302 (227836 in US)
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UCI Machine Learning
UCI Machine Learning Repository
http://www.ics.uci.edu/~mlearn/MLRepository.html
A repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms at the University of California at Irvine. [Free]
repository, please, policy, machine, learning, citation, mirror, policy, contact, characters, perfor mance, telemonitoring, relative, parkinsons, reputation, libras, instances, demospongiae, quality, d escribed, opinion, attributes, opinosis, newest, memory, review, mutants, multivariate, concrete, ev aluation, forest, diagnostic, wisconsin, abalone, donation, internet, advertisements, cancer, breast , inflammations, version, communities, regressiondata, 106278, 141383, plants, popular, movement, te lescope, general, overview
uci.edu - rank der domain 6816 (2550 in US)
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Sorting Algorithms for Machine Learning
Sorting
http://www.csse.monash.edu.au/%7Elloyd/tildeAlgDS/Sort/
Various sorting algorithms including insertion, quick, merge, heap, Dutch National Flag, and radix w ith on-line demos. [Free]
Sorting
Sorting Algorithms Selection Insertion Sort Merge merging Quick Quicksort Heap Heaps Heapsort Stable time space complexity
template, smallest, sorted, computer, remote, science, length, element, algorithm, document, introdu ction, tildeland, substring, nummatch, lambda, algorithms, locale, programming, candidate, elements, writeln, andromeda, asmallest, prolog, university, function, bioinf, choice, graham, destring, sort ing, uktemplate, britains, doamaz2007, indexof, ustemplate, cse2304, showamaz2007, department, selec tion, intelligence, everything, mathematics, computers, artificial, length, lastindexof, remaining, modern, return, overrides
monash.edu.au - rank der domain 10867 (57 in AU)
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GRIDLOCK: A Scalable Approach to Unifying Computer and Communications Security
NSL: Network Security Lab at Columbia University
http://nsl.cs.columbia.edu/projects/gridlock/
A globally specified and locally interpreted policy language based software for specification of net work access control policy. [GPL]
access, control, approach, proceedings, angelos, ioannidis, keromytis, security, university, applica tions, network, columbia, student, feigenbaum, sotiris, jonathan, computer, management, provide, sec urity, access, computing, international, conference, gridlock, science, control, policies, departmen t, policy, language, design, keynote, professor, networks, mobile, workshop, collaborative, performe d, appear, technical, distributed, september, yampolskiy, symposium, aspnes, towards, theory, entang lement, france, applications
columbia.edu - rank der domain 3630 (1378 in US)
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ORANGE: Inter-active Machine Learning Data Mining components
Orange - Data Mining Fruitful & Fun
http://www.ailab.si/orange
A component based framework for data input/output, preprocessing, predictive modelling, ensemble met hods, and modelling validation. [GPL]
screenshots, showcase, nextim, orange, previm, extensions, document, widget, download, catalog, gajs host, google, freeviz, mining, pagetracker, exploration, documentation, nomogram, reference, scripti ng, julorange, marclustering, module, subversion, license, screenshots, feature, support, location, javascript, script, trackpageview, 528382, gettracker, analytics, elements, packages, transliteratio n, scripts, development, example, facelift, protocol, unescape, 3cscript, modules, function, discret ization, intelligent, changepict, swapfade
ailab.si - rank der domain 945589 (751 in SI)
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OpenCyc
OpenCyc.org
http://www.opencyc.org/
Open source version of the Cyc technology, the world's largest and most complete general knowledge b ase and commonsense reasoning engine. Can be used as the basis of a wide variety of intelligent appl ications including; rapid development of an ontology in a vertical area, email prioritizing, routing , summarization, and annotating, expert systems, game engine development. [GPL]
OpenCyc is the open source version of the Cyc technology, the worlds largest and most complete gener al knowledge base and commonsense reasonging engine. Cycorp, the builders of Cyc, have set up an in dependent organization, OpenCyc.org, to disseminate and administer OpenCyc, and have committed to a pipeline through which all current and future Cyc technology will flow into ResearchCyc (available f or R&D in academia and industry) and then OpenCyc.
opencyc,open source,free software,intelligent software,bots,Cycorp, cyc,artificial intelligence,expe rt system,ontology,ai,software,natural language,common sense,intelligent computing,knowledge managem ent,semantic integration,knowledge,doug lenat,logic,symbolic,software tool,predicate calculus,enterp rise computing,cio,decision support,data warehouse,hal 9000,knowledge base,knowledge server
opencyc, ontology, concepts, assertions, development, download, available, version, between, knowled ge, announce, browser, pleased, member, foundation, visiting, austin, cycorp, opencyc, specification , search, application, sourceforge, semantic, documentation, knowledge, subscribe, profit, organizat ion, dedicated, including, sharing, articles, wikipedia, predicates, announcements, growing, ontolog y, working, standard, standard, participating, considered, mailing, hosted, voting, anyone, become, contains, comment, please
opencyc.org - rank der domain 829173 (337518 in US)
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Lemga: Learning Models and Generic Algorithms
Lemga: Learning Models and Generic Algorithms
http://www.work.caltech.edu/ling/lemga/
A library of classes for optimizing (training) the generic models. Written in C++. [GPL]
Lemga: Learning Models and Generic Algorithms
Lemga, Learning Models, Generic Algorithms, Optimization, Machine Learning, C++
libsvm, learning, source, models, patched, software, library, manual, generic, algorithms, classes, models, training, algorithms, snapshot, online, changes, required, support, several, machine, downlo ad, examples, machine, project, introduction, gradient, learning, lpboost, readme, details, experien ce, updated, weighted, examples, alternatively, latest, updated, version, contains, basically, robus t, complete, machines, resources, specify, options, packages, internet, vector, written
caltech.edu - rank der domain 12235 (4576 in US)
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WinBUGS: The BUGS Project
The BUGS Project - WinBUGS
http://www.mrc-bsu.cam.ac.uk/bugs/winbugs/contents.shtml
A stand-alone program to allow practical MCMC methods available to applied statisticians. Either a p oint and click interface can be used to control the analysis or a graphical interface can be constru cted. The BUGs project also includes links to GeoBUGS for spatial analysis, PKBUGS for pharmacokinet ic modelling, and OpenBUGS for latest developments. [GPL]
winbugs, available, unrestricted, version, register, project, program, openbugs, download, install, download, introduction, clicking, software, require, obtain, longer, required, although, particular, project, called, statistical, methods, statisticians, applied, within, package, practical, understa nd, watched, features, includes, scripts, specific, packaged, documentation, pointing, running, valu able, feedback, ourselves, provided, intended, information, funders, illustration, however, download ed, upgrade, cumulative
(SLD : ac.uk)
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VIBES: Variational Inference for Bayesian Networks
VIBES: Variational Inference for Bayesian Networks
http://vibes.sourceforge.net/
A software package which allows variance-modeled posterior inference to be performed automatically o n a Bayesian network. [GPL]
javawsinstalled, javaws12installed, javaws142installed, navigator, bayesian, variational, allows, is installed, directly, download, isobject, mimetypes, javawebstart, createobject, networks, tutorial, 2004vibes, getting, document, within, machine, algorithm, inference, application, tutorial, having, unrestricted, access, length, future, useragent, indexof, resume, browser, applications, vibes2, sim ply, platform, system, installed, includes, example, introduction, install, provides, released, runn ing, without, license, revised, follow
sourceforge.net - rank der domain 155 (75 in US)
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MALLET: Advanced Machine Learning for Language
MALLET homepage
http://mallet.cs.umass.edu/index.php/Main_Page
An integrated collection of Java code useful for statistical natural language processing, document c lassification, clustering, information extraction, and other machine learning applications to text. [GPL]
mallet, models, classification, applications, includes, extraction, document, markov, modeling, effi cient, developer, entropy, allocation, maximum, download, performance, evaluating, classifier, commo nly, metrics, addition, sequence, tagging, entity, several, conditional, unlabeled, toolkit, collect ions, useful, analyzing, contains, sampling, hierarchical, pachinko, dirichlet, implementations, lat ent, models, transducers, random, fields, hidden, algorithms, include, methods, implemented, finite, system, extensible, features
umass.edu - rank der domain 15563 (5727 in US)
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Tree Visualizer
SGI - MLC++: Tree Visualizer
http://www.sgi.com/tech/mlc/trees.html
Software which allows one to navigate (fly) through the data tree, zoom in on interesting nodes, cli ck on bars to get counts, and mark interesting places in the tree. Includes datasets for automobiles , voting, produce, and medical research. Uses LEDA, ([AFL] licensed only). [GPL]
The MLC++ decision-trees can be viewed using SGI's MineSet Tree Visualizer
MLC++,algorithm development, mineset, mine set, data mining, c++, machine learning
visualizer, dataset, decision, viewed, interesting, generalize, option, mushroom, irvine, repository , cancer, breast, policy, contact, silicon, graphics, reserved, rights, international, option, optio ns, showing, privacy, subscribe, investors, careers, participating, environment, source, history, st andards, allows, minesettm, utilities, documentation, services, partners, solutions, products, issue s, worldwide, navigate, license, program, varsity, mineset, snapshots, visualizer, contains, univers ities, places
sgi.com - rank der domain 85380 (32626 in US)
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Pattern Matching Pointers
Pattern Matching Pointers (maintained by Stefano Lonardi)
http://www.cs.ucr.edu/~stelo/pattern.html
Using algorithms to address issues of searching and matching strings and more complicated patterns s uch as trees, regular expressions, graphs, point sets, and arrays. [GPL]
papers, biology, algorithms, computational, bioinformatics, pattern, journal, computer, matching, in formation, molecular, science, research, maintained, combinatorial, symposium, retrieval, discovery, matching, conference, combinatorics, string, processing, theory, library, abstracts, recomb, patter n, international, intelligent, computing, genome, theoretical, programming, information, analysis, s equence, bibliography, complexity, transactions, structures, mining, european, informatics, engineer ing, systems, system, knowledge, biomedical, string, archive
ucr.edu - rank der domain 9966 (3766 in US)
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Machine Learning Research Software in LISP
Machine Learning Research Software
http://www.cs.utexas.edu/~ml/ml-progs.html
FTP repository of common list algorithms and datasets for research. [GPL]
learning, learner, propositional, version, format, algorithms, simple, neural, learning, utilities, included, standard, software, machine, algorithm, software, interface, decision, research, sample, p erceptron, instance, neighbor, bottom, pgolem, nearest, suitable, quinlan, converting, function, inc ludes, utexas, estlin, usable, standards, loaded, before, should, utilties, tester, define, universa l, beginning, comments, bayesian, running, curves, testing, automatic, compare, evaluating
utexas.edu - rank der domain 2811 (1086 in US)
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SenseClusters
Ted Pedersen - SenseClusters
http://senseclusters.sourceforge.net/
Programs to cluster similar contexts together using unsupervised knowledge-lean methods for word sen se discrimination, email categorization, and name discrimination. Written in Perl. [GNU]
senseclusters, module, version, development, clustering, current, pedersen, determine, sparse, algor ithm, scalar, munkres, operations, program, techniques, developed, methods, discrimination, vector, clustering, supported, randommatrixgeneration, context, problem, generate, publications, browse, pac kages, operations, svdpackc, matrix, engine, singular, implements, solution, outside, decomposition, assignment, sparsevector, maheshj, acknowledgments, development, mahesh, anagha, kulkarni, anaghak, national, science, 0092784, program, career
sourceforge.net - rank der domain 155 (75 in US)
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HMMER: Biosequence Analysis
HMMER: biosequence analysis using profile hidden Markov models
http://hmmer.janelia.org/
A tool used to build HMMs from multiple alignments and calculate e-scores. [GPL]
Home page for HMMER, software for biological sequence analysis
HMMER profile-HMM protein domain sequence Pfam
binaries, sequence, models, profile, janelia, hmmer3, strength, respond, cambridge, documentation, p ackage, current, reporting, version, please, download, overview, homologs, protein, source, document ation, software, search, analysis, hidden, markov, support, probabilistic, cryptogenomicon, informat ion, including, release, release, thereof, publications, university, discussion, linked, theory, mit chison, biological, proteins, nucleic, behind, durbin, gratefully, hmmer1, archives, archive, hmmer2 , previous
janelia.org - rank der domain 947510 (16742 in )
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Machine Learning Software Collection of Peter Clark
Peter Clark - Software
http://www.cs.utexas.edu/users/pclark/software/
Various software packages from the staff and alumni of The University of Texas at Austin which inclu de inductions, a partial lazy evaluation, and a derivative of the Theo system. [GPL]
software, learning, prolog, domain, machine, algorithm, examples, evaluation, compressed, software, partial, training, induction, qualitative, cached, myself, quintus, abstract, available, learning, p ostscript, implemented, documentation, knowledge, explainable, procedure, references, download, avoi ds, version, knowledge, format, theory, windows, original, lattice, overview, specialisation, propos itional, gerais, brazil, executable, boswell, source, executable, recent, niblett, including, portug al, marcus, siqueira
utexas.edu - rank der domain 2811 (1086 in US)
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PRAPI: Pattern Recognition Application Programmer's Interface
C++ Library Documents
http://www.ee.oulu.fi/~topiolli/cppdocs/
A library for many pattern recognition tasks. The main focus of this package is on image analysis bu t utilizes a general architecture and XML-based data interchange format. Written in C++ [GPL]
lmprapi, classes, library, contains, pattern, recognition, analysis, lpropertyservice, services, con trolling, lmpropertyservice, transform, signal, graphics, feature, related, processing, lmutil, algo rithm, genetic, representation, pluggable, utilutility, various, dspdigital, behaviors, general, bel ong, anywhere, extrasstuff, purposes, methods, rarely, unpublished, either, useful, mobilerobotclass es, library, documents, mobile, robots, camera, skeleton, server, cameraa, remote, namespacedescript ionlinker, fourier, correlation, convolution, transforms
oulu.fi - rank der domain 78740 (152 in FI)
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HMM: Pattern search and discovery
Pattern search and discovery, HMM
http://bioweb.pasteur.fr/seqanal/motif/sam-uk.html
A collection of tools for creating and using HMMs for biological sequences. [AFL]
sequence, discovery, sequences, pattern, database, composition, matches, search, alignment, emboss, unaligned, models, consensus, markov, programs, search, hidden, pasteur, compseq, recognition, count s, mutate, analysis, statistical, protein, sequences, beyond, bioweb, representation, create, residu e, frequency, update, maintaining, shuffleseq, shuffles, trimer, different, structured, protein, inf erence, gapped, prophet, evaluation, patterns, profile, pftools, pftools, consensus, identification, patterns
pasteur.fr - rank der domain 224212 (7690 in FR)
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GAlib: Matthew's Genetic Algorithms Library
GAlib: Matthew's Genetic Algorithms Library
http://lancet.mit.edu/ga/
A toolset of genetic algorithm objects for C++ to perform optimization. Uses any representation and genetic operators. The documentation contains implementation and examples. Nice screenshots. PVM for distributed, parallel implementations. Includes graphic examples that use the Athena, Motif widget sets, or MFC. [BSD]
examples, includes, genetic, algorithm, library, library, documentation, genetic, licensing, current , version, macosx, system, lancet, requirements, various, platforms, implementations, development, i nitial, funding, provided, program, manufacturing, leaders, distributed, systems, windows, parallel, widget, athena, graphic, optimization, algorithms, objects, program, representation, overview, exte nsive, operators, contains, galiba, algorithms, matthew, algorithm, components, release, implement, complete, archive, mailing
mit.edu - rank der domain 1207 (509 in US)
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New Scientific Brainstorming Software for Inventors -- Windows, Mac and Linux
New Scientific Brainstorming Software for Inventors -- Windows, Mac and Linux
http://www.paramind.net/pmscientificversion.html
A software developed to help your team brainstorm. Words are replaced programmatically in user's ide a sentence with new words from program categories perhaps creating ideas not formerly thought of. In cludes word categories. [Commercial]
The world's first scientific brainstorming software program in the form of our Scientific Word Categ ory database. This scientific version, comes in the form of a 100 Word Category database that any us er of ParaMind can utlize. Each one of the 100 Word Categories contains up to twenty-two words of s cientific terminology.
invention, inventors, innovation, brainstorming software, advertising concepts, science software, management, tools, decision, creativity, education, ideas, philosophy, paramind, language, terminolo gy, linguistics, ecology, technology, research institutes, software engineering research, research s oftware, software testing research
paramind, science, categories, reasoning, systems, category, analysis, brainstorming, propagation, m anufacturing, digital, scientific, circuits, dynamics, windows, circuit, brainstorming, control, sci entific, brainstorm, intelligence, calculus, mechanics, semiconductors, filters, contains, microwave , algorithms, medicine, processing, lasers, theory, adaptive, upgrade, totally, program, database, p roducts, software, measurement, thought, segments, versions, diseases, speech, frequency, configurab le, industrial, genetic, networks, constraint
paramind.net - rank der domain 879364 (334483 in US)
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ArrayMiner - ClassMarker
ArrayMiner - ClassMarker
http://www.optimaldesign.com/ArrayMiner/ClassMarker.htm
Programmatically isolate similarities between scattered classes of genes. Expression driven. Utilize s a voting method along with a k-Nearest-Neighbors classification. Very rich graphical interface. Sa mples of an unknown class are possible given enough data. Fully functional demo. [Commercial]
family, verdana, tahoma, 000000, weight, background, padding, decoration, dbeaf5, 4682b4, ffffff, he ader2, margin, active, 0000aa, visited, arrayminer, classmarker, ff0000, ff0000, header1
(SLD : optimaldesign.com)
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UMDHMM and other statistical programs
Tapas Kanungo's Software Page
http://www.kanungo.com/software/software.html
This tool implements Hidden Markov Models and application to part-of-speech tagging. Also available; a multivariate hypothesis testing software for gaussian data, and a groundtruth/metadata editing an d visualizing toolkit for OCR. [GPL]
HMM, Hidden Markov Models, OCR, Optical Character Recognition, Groundtruth, K-Means, Clustering, Ma chine Learning, Software, hypothesis testing, Toolkit, Devkit
software, kanungo, software, download, toolkit, evaluation, segmentation, trueviz, document, analysi s, package, editing, report, papers, readme, tutorial, journal, pattern, clustering, markov, umdhmm, hidden, recognition, transactions, current, technical, version, intelligence, speech, involved, gzi pped, student, system, architecture, written, describing, machine, mvntest, algorithms, piatko, neta nyahu, algorithms, algorithm, implementation, performance, silverman, database, creation, process, t esting, available
(SLD : kanungo.com)
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BNet EngineKit
BNET, Belief Network Tools & VisionKit, Computer Vision Components
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]
Charles River Analytics products include BNET, a family of Belief Network Tools as well as VisionKit , a library of Computer Vision Components.
BNET, VisionKit, belief network, computer vision
enginekit, networks, belief, bayesian, inference, margin, network, network, gajshost, applications, software, expert, document, networks, implement, available, documentation, pagetracker, vision, logo box, engine, analytics, charles, overviewscience, company, notice, pixelmedia, privacy, policy, mana ged, monthly, multithreading, projects, compatible, thread, partially, observed, multithreading, sup port, product, technology, newsletter, introduction, announcements, analysiscommercial, analytics, g oogle, unescape, 3cscript, javascript, 10579289
(SLD : cra.com)
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Pfam: Database of Protein Families and HMMs
Pfam: Home page
http://pfam.janelia.org/
A large collection of multiple sequence alignments and trained hidden Markov models covering many co mmon protein domains. Alignments are included as well as models for 8296 protein families, based on the Swissprot 48.9 and SP-TrEMBL 31.9 protein sequence databases. [GPL]
Pfam is a large collection of protein families, represented by multiple sequence alignments and hidd en Markov models (HMMs)
sequence, families, protein, database, domains, entries, structure, searching, family, related, iden tifier, accession, alignments, proteins, search, function, search, javascript, organisation, domain, keywords, browser, quality, although, keyword, groups, various, numbers, collection, useful, annota tion, please, matches, analyze, hidden, through, browse, sequence, regions, uniprot, information, de scribes, gunesekaran, reference, sonnhammer, search, forslund, citing, citing, consider, recent
janelia.org - rank der domain 947510 (16742 in )
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Fully Complex Machine Learning Algorithm: ELM
http://www.ntu.edu.sg/home/egbhuang/C-ELM.pdf
Treatise on a newly discovered algorithm for feedforward neural network, ELM. Complete performance e valuation along with discussions in PDF format. [Free]
(SLD : edu.sg)
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Machine Learning Repository
Machine Learning Repository (no longer maintained)
http://scalab.uc3m.es/~dborrajo/ml-systems/
Machine language tools including inductive systems (i.e. ILP and others), and other ML related links .
longer, maintained, repository, machine, learning
uc3m.es - rank der domain 25572 (456 in ES)
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Machine Learning and Inference Laboratory
Machine Learning and Inference Laboratory
http://www.mli.gmu.edu/msoftware.html
Downloadable group of programs comprising the EMERALD machine learning system, (Experimental Machine Example-based Reasoning and Learning Disciple) integrates five modules (e.g. or 'robots'), each dis playing a capability for machine learning, visualization, and interence. [LGPL]
Software at the Machine Learning and Inference Laboratory
Software
frames, support, please, vesion, learning, machine, inference, laboratory, browser
gmu.edu - rank der domain 11534 (4304 in US)
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Self-Taught: Software That Learns By Doing
Self-Taught: Software That Learns By Doing - Computerworld
http://www.computerworld.com/softwaretopics/software/story/0,10801,108320,00.html
Short article on self-modifying software touching on co-training, partial-programming, and genetic p rogramming (GP) methods of problem solving. [FREE]
Machine-learning techniques have been used to create self-improving software for decades, but recent advances are bringing these tools into the mainstream.
App Development, Applications, Mobile and Wireless, Hardware, Development;Software;Software Developm ent;Mobile/Wireless;Hardware;Development;;road-surface characteristics;machine learning;autonomous c ar;surface streets;Sebastian Thrun;image recognition;machine-learning techniques;computer science pr ofessor;other software;controller design;App Development
document, widget, management, 10000000000000000, random, simplyhired, computerworld, software, appli cations, getelementbyid, jquery, object, resources, business, learning, twitter, enterprise, import, software, learns, applications, article, machine, analytics, performance, taught, google, powered, styles, indexof, papers, application, function, network, attachchicklet, virtualization, search, mit chell, computerworld, across, search, stanford, challenges, navigator, techniques, useragent, develo pment, doubleclick, wrapper, process, responsive
computerworld.com - rank der domain 3803 (1460 in US)
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LibML
LibML (Machine Learning Library) - Summary [Savannah]
http://savannah.nongnu.org/projects/libml/
A machine learning library. New implementations of various machine learning algorithms. [GPL]
Savannah is a central point for development, distribution and maintainance of Free Software. It allo ws contributors to easily join existing Free Software projects.
Savannah,GNU, FSF, Free Software Foundation, GNU/Linux, Linux, Emacs, GCC, Unix, Free Software, Oper ating System, GNU Kernel, HURD, gnus, SourceForge
browse, submit, search, project, digest, repository, support, export, statistics, manager, learning, library, machine, software, members, cookbook, license, patches, source, mailing, members, learning , download, feedback, sources, foundation, provided, projects, savannah, status, notice, homepage, s ummary, software, design, distributed, nevrax, computing, memberlist, overview, archive, easily, cle anup, languages, simply, instructions, enable, maintain, library, powered, keyring
nongnu.org - rank der domain 47274 (17851 in US)
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SUBDUE: Graph Based Knowledge Discovery
SUBDUE - Graph Based Knowledge Discovery
http://ailab.wsu.edu/subdue/
A program which discovers interesting and repetitive subgraphs in labeled graph representations usin g the minimum description length principle. Includes applications to molecular biology. [Free]
browser, support, frames, subdue, knowledge, discovery
wsu.edu - rank der domain 8770 (3308 in US)
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Machine Learning and Data Mining Software
Machine Learning Resources
http://www.sciencemag.org/feature/data/compsci/machine_learning.dtl
Index of software links for computer learning software. Scroll down. [FREE]
learning, machine, archive, discovery, university, knowledge, mining, network, information, programm ing, bayesian, inductive, project, reinforcement, science, irvine, software, sources, european, comp uting, learning, repository, esprit, ilpnet, conferences, statistics, analysis, intelligent, interna tional, excellence, networks, quinlan, graphics, tilburg, silicon, netherlands, national, advertise, evolutionary, journal, census, modelling, papers, bibliographies, nuggets, bibliography, turney, da tabases, recognition, statlog, clustering
sciencemag.org - rank der domain 8105 (3108 in US)
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SUrrogate MOdeling (SUMO) Toolbox
SUMO Toolbox | SUMO - SUrrogate MOdeling Lab
http://www.sumo.intec.ugent.be/?q=SUMO_toolbox
A Matlab toolbox that automatically builds surrogate models of a given data source within the accura cy and time constraints set by the user. Some key features are the inclusion of scalable regression models, knowledge discovery, best-in-class modelling techniques, and logging and profiling tools. [C OMM]
import, toolbox, modules, design, available, selection, knowledge, contrib, toolbox, modeling, proje ct, commercial, models, software, different, modeling, optimization, surrogate, download, dhaene, ve rsion, themes, system, experimental, flexible, number, algorithms, points, script, framework, learni ng, expert, active, techniques, automatic, profiling, contact, integration, members, orderform, anal ysis, reference, exploration, research, logging, positions, events, publications, instructions, rese arch, source
ugent.be - rank der domain 25177 (61 in BE)
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Genetic Algorithm Projects at SourceForge.net
http://sourceforge.net/softwaremap/trove_list.php?form_cat=621
A large collection of algorithm projects with complete sourcecode. [GPL]
sourceforge.net - rank der domain 155 (75 in US)
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Intelligent Software Agent Projects at Sourceforge.net
http://sourceforge.net/softwaremap/trove_list.php?form_cat=591
A large collection of Intelligent Agent projects complete with sourcecode. [GPL]
sourceforge.net - rank der domain 155 (75 in US)
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JProGraM -- PRObabilistic GRAphical Models in Java
JProGraM Software Library -- PRObabilistic GRAphical Models in Java
http://www.dii.unisi.it/%7efreno/JProGraM.html
JProGraM is a machine learning library which supports learning and inference algorithms for Bayesian networks, Markov random fields, hybrid random fields, probabilistic decision trees, dependency netw orks, and Parzen windows. [GPL]
JProGraM's Website
JProGraM, Antonino Freno, artificial intelligence, machine learning, statistical learning, graphical models, density estimation, kernel methods, PCA, ICA, Bayesian networks, Markov random fields, hybr id random fields, dependency networks, probabilistic decision trees, Gaussian mixture models, Nadara ya-Watson estimators, graphical lasso, open source software, Java
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unisi.it - rank der domain 67374 (1024 in IT)
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AliceBOT
Alicebot
http://alicebot.blogspot.com/
The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language ). [FREE]
pandorabots, widgetmanager, registerwidget, widgetinfo, chatbots, document, getelementbyid, displaym odefull, richard, foundation, wallace, spellbinder, linklistview, talking, jstiming, superbot, funct ion, sidebar1, window, loebner, alicebot, program, create, sidebar2, posted, comments, learning, arc hive, available, blogger, videos, conference, chrome, technology, blogspot, turing, 42http, service, transcripts, conversational, development, responses, 74link, language, intelligence, quality, secon d, alicebot, online, facebook, labels
blogspot.com - rank der domain 11 (9 in US)
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The Lisa Project
http://lisa.sourceforge.net/
A production rule based system implemented in a Common Lisp Object System (CLOS) for the development of Lisp based intelligent software agents. [LGPL]
release, common, available, release, version, system, production, project, support, implementation, should, conditional, november, project, systems, environment, facility, details, reasoning, december , knowledge, object, system, lispworks, problem, element, debugger, commercial, expert, improvements , developers, running, including, objects, performance, development, platform, implemented, distribu tion, reference, mallavarapu, latest, applications, possible, without, number, certainty, factors, i mplementations, programming, either
sourceforge.net - rank der domain 155 (75 in US)
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The Leibniz Software System
Leibniz System
http://www.utdallas.edu/~klaus/Leibnizprogram/leibnizmain.html
A formal system for constructing artificial intelligent software agents from the book, 'Design of Lo gic-based Intelligent Systems' covering such topics as production rules, neural nets, support vector machines, fuzzy logic, and Bayesian networks. License is given through purchase of the book alone. [COMM]
leibniz, system, software, program, description, programs, purchaser, systems, intelligent, software , computers, conditions, supplied, restriction, restrictions, design, installs, purchased, company, downloading, condition, operations, without, particular, damages, following, public, domain, related , downloading, source, system, federal, changes, assistance, manchap2, government, workshops, leibni z, truemper, operation, please, constructed, purpose, compressed, utdallas, systems, whatsoever, uni versity, install, person
utdallas.edu - rank der domain 29130 (10899 in US)
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Nieme: Classification, Regression, Ranking and Reinforcement Learning
Francis MAES Homepage - Nieme
http://nieme.lip6.fr/
A machine learning library for classification, regression, ranking and reinforcement learning. It im plements several well-known algorithms and is specially designed for large-scale applications. [GPL]
learning, unifies, framework, energy, minimization, stochastic, released, interfaces, windows, avail able, french, python, algorithms, license, efficiently, implemented, problems, overview, license, do wnloads, documentation, quickstart, contact, software, francis, homepage, research, applications, ra nking, regression, relies, models, classification, machine, library, several
lip6.fr - rank der domain 231884 (8117 in FR)
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aiParts
aiParts - Open Source Artificial Intelligence C++ Parts
http://www.agt.net/public/bmarshal/aiparts/index.htm
C++ classes for multi-decision problems implementing the High-Hope technique with sample programs. [ MIT]
aiParts - Open Source Artificial Intelligence Software Parts
aiParts, aipart, AI, artificial intelligence, AI Patterns, emotion, pandemonium, C++, progra mming, software, highhope, dirthard, dirty-hard problem, high-hope, optimal, optimize, scheduling, problem solving
aiparts, source, classes, problems, solution, projects, decision, technique, equipment, assigning, p eople, contact, downloads, development, sample, application, information, problem, emotions, program s, search, releases, artificial, emotions, exploring, rrproj, affect, scheduling, intelligence, lear ned, distance, custom, variety, shortest, patterns, starting, injection, aippandemonium, relationshi ps, structure, container, couriers, packages, applications, advantage, decisions, applications, even ts, spatial, assign, framework
(SLD : agt.net)
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Markov TheBeast
thebeast - Project Hosting on Google Code
http://code.google.com/p/thebeast/
A Markov Logic Interpreter that focuses on efficient MAP inference and Online Learning featuring MAP inference using Cutting Planes combined with Max-Walk-Sat programming, parametrized weights, a shel l interpreter, and cardinality constraints. [GPL]
thebeast, markov, activity, codesite, gstatic, repeat, images, background, document, learning, proje ct, height, cutting, google, menuicon, describe, dropdown, markov, sprite, inference, hosting, weigh ts, issues, overflow, inspect, source, formulas, alchemy, inference, medium, features, featured, now rap, people, training, location, programming, trackpageview, function, projecttracker, integer, netw orks, linear, getelementsbytagname, statistical, relational, planes, sitetracker, setaccount, techni que, different
google.com - rank der domain 1 (1 in US)
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The AutoClass Project
Intelligent Systems Division
http://ti.arc.nasa.gov/project/autoclass/
A database of cases described by a combination of real and discrete valued attributes, and automatic ally finds the natural classes in that data. It can be seen as a Naive Bayes classifier where the cl ass node is hidden. [Free]
classes, autoclass, static, asanicms, division, import, systems, intelligent, described, difference, database, airports, patterns, information, discovery, search, theory, tundra, introns, proteins, th emes, sequence, subtle, differences, between, infrared, others, discovery, protein, catalogue, navig ation, unknown, examples, classifications, typically, surprising, include, resolution, spectral, spe ctra, resources, require, tooltip, figure, subgroups, president, management, information, freedom, i nterface, references
nasa.gov - rank der domain 867 (387 in US)
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Open Source Computer Vision Library
Open Computer Vision Library | Download Open Computer Vision Library software for free at SourceForge.net
http://sourceforge.net/projects/opencvlibrary/
Open source computer learning system making use of the Bayesian inferencing engine. [GPL]
Get Open Computer Vision Library at SourceForge.net. Fast, secure and free downloads from the larges t Open Source applications and software directory
Human Machine Interfaces, Realtime Processing, Robotics, Open Source, Open Source Software, Develop ment, Community, Source Code, Secure, Downloads, Free Software
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sourceforge.net - rank der domain 155 (75 in US)
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What If: Web-based Scientific Discovery
The WHAT IF Web Interface
http://swift.cmbi.ru.nl/servers/html/index.html
An algorithm engine which will calculate everything from symmetry, torsion angles, polar fraction th rough protein analysis and bond angles. Online version only. [Free]
netscape, browser, message, communications, microsoft, gotten, seeing, challenged, capable, features , interface, document, viewed, designed
ru.nl - rank der domain 73302 (1052 in NL)
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NEC - Department of Machine Learning - Software
NEC - Department of Machine Learning - Software
http://www.nec-labs.com/research/machine/ml_website/main/software.php
Machine learning software projects from several members of the NEC staff. Sourcecode, Documentation, and some supporting publications are also available. [FREE]
learning, algorithm, language, network, implementation, provides, described, training, machine, envi ronment, universvm, laboratories, different, princeton, campus, america, proteins, database, kernel, ranking, methods, matlab, spider, rankprop, written, project, online, active, researchers, matlab, including, example, single, efficient, universum, object, inference, designed, cupertino, department , machine, learning, software, superfamily, examples, proteins, classifications, classification, str uctural, outspeeding, solvers
(SLD : nec-labs.com)
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mloss : Machine Language Open Source Software
mloss | All entries
http://mloss.org/software/
A community effort listing of reproducible research via open source software, open access to data an d results, and open standards for interchange. [FREE]
Mloss is a community effort at producing reproducible research via open source software, open access to data and results, and open standards for interchange.
machine learning, open source
formats, system, changes, license, programming, language, operating, authors, python, downloads, lea rning, matlab, subscription, toolbox, sonnenburg, soeren, learning, classification, version, project , regression, rating, python, machine, windows, macosx, library, software, kernel, training, subscri ptions, workshop, support, kernel, source, script, announcement, initial, agnostic, octave, pagetrac ker, machine, bcpy2000, libsvm, bugfixes, improved, models, efficient, string, interface, computer
mloss.org - rank der domain 952912 (20119 in EU)
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Alexa - Top 20 Machine Learning Software Websites
Alexa - Top Sites by Category: Computers/Artificial Intelligence/Machine Learning/Software
http://www.alexa.com/topsites/category/Top/Computers/Artificial_Intelligence/Machine_Learning/Software
Top 20 machine learning software websites for this DMOZ category ranked by Alexa.com. [FREE]
google, search, audience, analytics, function, software, learning, machine, science, development, ff ffff, trackcustomevent, channel, university, intelligence, artificial, sourceforge, return, pagetrac ker, computer, research, information, largest, source, height, amazon, applications, computers, cate gory, models, department, client, lastselected, information, format, encoding, rulequest, machine, d irectory, source, events, trackme, software, location, through, learning, 00ff00, border, including, 0033cc, 333333
alexa.com - rank der domain 1006 (433 in US)
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An Object Oriented (OOP) Framework for Neural Networks in C#
C# Artificial Intelligence (AI) Programming: A Basic Object Oriented (OOP) Framework for Neural Networks
http://www.c-sharpcorner.com/UploadFile/rmcochran/AI_OOP_NeuralNet06192006090112AM/AI_OOP_NeuralNet.aspx
A handy basic Class and back progagator to create the framework for AI Neural Networks. [GPL]
A Neural Network is an Artificial Intelligence (AI) methodology that attempts to mimic the behavior of the neurons in our brains. In this article, we’ll be building a basic framework for AI Neural N etworks in C# and teach our program to perform basic X-OR operations.
AI, Artificial Intelligence, C#, Neural Network, Object Oriented Programming, OOP
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c-sharpcorner.com - rank der domain 6872 (268 in IN)
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BoosTexter: A Boosting-based System for Text Categorization
BoosTexter
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]
boostexter, boosting, decision, robert, problems, available, schapire, singer, attributes, learning, system, effective, categorization, machine, learning, information, detailed, applications, followin g, boostexter, clicking, purposes, research, educational, allwein, written, bottom, commercial, post script, compressed, postscript, instance, object, allows, instances, belong, including, missing, mul ticlass, datasets, fairly, continuous, building, classifier, program, machine, general, purpose, att ribute, textual, discrete
princeton.edu - rank der domain 6796 (2512 in US)
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Graclus: Efficient Graph Clustering Software
Graclus: efficient graph clustering software
http://www.cs.utexas.edu/users/dml/Software/graclus.html
A fast graph clustering software that computes normalized cut and ratio association for a given undi rected graph without any eigenvector computation.
graclus, download, software, segmentation, clustering, spectral, algorithm, interface, matlab, versi on, association, computation, dhillon, normalized, general, spectral, versions, public, license, seg mentation, images, latest, graclus, multilevel, proceedings, eigenvector, clustering, kernel, featur es, release, sigkdd, kernel, unlike, methods, equivalence, august, including, weighted, included, ob jectives, without, interface, comments, button, always, dataset, reports, solaris, however, normaliz ed, appreciated
utexas.edu - rank der domain 2811 (1086 in US)
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SENNA: a Neural Network Architecture for Semantic Extraction.
NEC - Department of Machine Learning - Software
http://www.nec-labs.com/research/machine/ml_website/main/software.php?project=senna
A language processor utilizing a neural network to split a sentence into its speech tags and other n amed entities. Source code is not available, only binaries. [FREE]
princeton, tagging, cupertino, america, campus, please, system, laboratories, performance, semantic, learning, machine, department, software, webpage, details, proceed, requirements, download, collabo rators, weston, interactive, collobert, computational, minimal, building, freely, available, excelle nt, dragonfly, publications, independence, webmaster, extraction, design, projects, 3related, websit e, policy, rights, reserved, privacy, features, natural, language, processing, various, applied, inc luding, recognition, entity
(SLD : nec-labs.com)
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Lush: An Object-oriented Programming Language for Machine Learning
NEC - Department of Machine Learning - Software
http://www.nec-labs.com/research/machine/ml_website/main/software.php?project=lush
Made expressly for large-scale numerical and graphic applications, Lush can be used in programming s cenarios where one needs to combine the flexibility of a high-level, weakly-typed interpreted langua ge with the efficiency of a strongly-typed, native compiled language. Written in C and C++. [GPL]
language, software, interpreted, compiled, designed, campus, cupertino, languages, princeton, simple , scoped, syntax, single, within, america, strongly, department, laboratories, machine, weakly, lear ning, specific, please, reserved, sourceforge, collaborators, rights, information, complicated, soun ds, website, function, design, privacy, publications, webmaster, interactive, policy, program, botto u, eacute, dragonfly, independence, efficiency, natively, flexibility, combine, integration, written , license, situations
(SLD : nec-labs.com)
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Bayes Net Toolbox for Matlab
bnt - Project Hosting on Google Code
http://code.google.com/p/bnt/
Supports several inference algorithms and learning algorithms. Allows simulation of static and dynam ic networks, including HMMs, IOHMMs, and Kalman filters. [GPL]
window, codesite, activity, background, gstatic, images, repeat, project, document, function, height , menuicon, google, sprite, hosting, dropdown, chrome, external, gtbexternal, medium, sitetracker, l ocation, nowrap, people, getelementsbytagname, overflow, jstiming, toolbox, matlab, features, exampl es, supported, details, contributors, francois, olivier, written, updated, october, models, murphy, published, powered, privacy, reporttocsi, networks, conditions, library, changes, prettyprint, contr ibute
google.com - rank der domain 1 (1 in US)
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ELIE: An Adaptive Information Extraction System
ELIE - An Adaptive Information Extraction System | aidanf.net
http://www.aidanf.net/elie
A tool for adaptive information extraction from text. Also included are a number of other text proce ssing tools for POS tagging, chunking, gazetteer, and stemming. [GPL]
preprocessed, speaker, number, import, contains, controls, scorer, modules, training, corpus, random , evaluation, directory, location, information, instances, information, command, options, system, ex traction, preprocesscorpus, experiment, output, splits, format, gazetteer, default, performance, chu nking, control, config, thetext, aidanf, following, stored, should, features, parameters, extraction , learning, traincorpusdirectory, processed, brilltag, datadirectory, tagging, values, option, ranke d, window, archive
aidanf.net - rank der domain 992555 (407609 in US)
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mPOEMS in JAVA
mpoems-in-java - Project Hosting on Google Code
http://code.google.com/p/mpoems-in-java/
A generic framework for the evolutionary search algorithm mPOEMS. It was designed to solve optimisat ion problems, with an unrestricted number of objectives. This site provides all sources and some exe mplary implementations, e.g. of the n-hard knapsack problem. [AFL]
mpoems, mpoems, framework, problem, algorithm, project, tuwien, activity, algorithms, codesite, opti misation, repeat, images, background, gstatic, project, implementation, university, evolutionary, do cument, create, search, snapshot, settings, authors, technical, documentation, height, evolutionary, effort, designed, optimisation, thomaskremmel, information, vienna, stefan, knapsackproblem, output , complex, programming, without, location, dropdown, menuicon, google, generic, hosting, sprite, cre ated, presented, change
google.com - rank der domain 1 (1 in US)
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Machine Learning and Dragons - a Game
Blended Technologies » Blog Archive » Machine Learning and Dragons - a Game
http://www.blendedtechnologies.com/machine-learning-and-dragons-a-game/177
A game programmed using evolutionary algorithm-based methodology allowing the game to learn by the p layer's decisions. There is also a method to use the alternative reinforcement learning decision tre e to be used as well. Sourcecode is available for download. Python and Pygame are machine requiremen ts. [GPL]
blog search ubuntu subversion python howtos
dragons, knight, october, dragon, actions, things, survival, learning, process, problem, founder, in teresting, learning, machine, population, dragons, margin, fighting, algorithm, factor, actually, ha rrison, january, knights, fitness, program, genetic, environment, probably, should, creating, killin g, responses, points, august, python, display, source, december, another, download, document, purpos e, november, iterations, pygame, project, instance, attack, lifespan, different
(SLD : blendedtechnologies.com)
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CMU Artificial Intelligence Repository
Topic: areas/learning/systems/
http://www.cs.cmu.edu/Groups/AI/areas/learning/systems/0.html
The Carnegie Mellon University School of Computer Science select list of a few very good machine lea rning systems. A list of 4 FTP repository links is also listed for exploring. [GPL]
learning, machine, learning, system, utexas, machine, program, systems, repository, origin, collecti on, include, repositories, macros, parallel, exemplar, raymond, mooney, refinement, update, keywords , freeware, combines, directory, machinelearning, library, contains, software, packages, mooney, cla uses, produces, expressed, inductive, algorithm, relations, expert, packages, software, intelligence , artificial, abduction, cobweb, classit, classweb, classweb, knowledge, methods, acquisition, progr am, classifier
cmu.edu - rank der domain 6099 (2241 in US)
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GMDH Shell: Predictive Data Mining Software
Data Mining, Predictive Analytics, Time Series Analysis & Forecasting | GMDH Shell
http://www.gmdhshell.com/
Provides GMDH-based machine learning technology for classification, continuous value prediction and time series forecasting. The software uses multi-core processors and HPC Linux clusters. [Commercial ]
The most powerful software that provides GMDH-based machine learning technology for predictive data mining, time series analysis and forecasting.
GMDH, neural network, forecasting, classification, data mining, predictive, modeling, analytics, alg orithm, machine learning, predict, time series, multi-core, HPC, self-organization, nonlinear, clust er
mining, predictive, software, series, predictive, forecasting, models, detection, variables, support , capabilities, series, analysis, forecasting, analytics, download, values, missing, handling, encod ing, decomposition, variable, binary, clicky, 228900, estimation, importance, multiparametric, linea r, feature, selection, including, result, processing, dynamically, settings, edition, command, execu tion, background, updated, research, systems, linear, processors, recalculation, proven, machine, le arning, combines, discovery
gmdhshell.com - rank der domain 793387 (338677 in US)
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International Cognitive Computing
International Cognitive Computing - Introduction.        CAMBO  INVESTMENT.   •The invention’s name is CAMBO an acronym for Computer Aided Management By Objective. The title is a “multi-expert system generator”, and the vision, an artificial intelligent bridge between technology and the ability to automate the instruments of the MBO methodology, namely: Charters, Organization Charts, Operational Planning, Project Management, Performance Planning, Job Descriptions and others all containing the knowledge, expressed in “English grammatical sentences”, upon which an enterprise conducts business.
http://www.cambo-2010.com
CAMBO, a multi-Expert System Generator. Artificial Intelligence, Machine Learning, Natural Language Processing, Knowledge Normalization, Knowledge Engineering. This system uses natural language proces sing to extract “natural” knowledge base representations from an entity to illustrate how an entity conducts business. Alarms can also be created in the monitor tool. Informatino only.
knowledge, height, background, position, system, vratio, deviser, cognitive, international, padding, voyager, computing, knowledge, expert, business, important, spacecraft, systems, research, planning , videoitemratio, problem, disabled, methodology, management, expert, element, galleryvideo, mission , artificial, chrome, application, declarative, intelligent, project, videowrapper, english, contain ing, common, others, asteroids, computer, representation, logger, invention, introduction, investmen t, ratios, border, requests, repeat
(SLD : cambo-2010.com)
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shogun | A Large Scale Machine Learning Toolbox
shogun | A Large Scale Machine Learning Toolbox
http://www.shogun-toolbox.org/
A generic SVN object interface with many implementations including OCAS, Liblinear, LibSVM, SVMLight , SVMLin, and GPDT. Each SVN provides efficitne implementations of the most common kernals such as L inear, Ploynomial, Gaussian, and Sigmond Kernel and others. Implemented in C++ and interfaces to Mat lab(tm), R, Octave and Python. [GPL]
SHOGUN Large Scale Machine Learning Toolbox
large scale, machine learning, open source
learning, shogun, sonnenburg, machine, raetsch, kernel, examples, kernel, python, shogun, toolbox, s ource, modular, linear, libshogun, examples, octave, tuebingen, classification, python, software, sc hoelkopf, research, feature, multiple, releases, mueller, kernels, support, support, documentation, computational, proceedings, mailinglist, neural, matlab, methods, journal, interface, methods, bioin formatics, vector, information, developer, prediction, source, octave, interface, number, linear, st atic
(SLD : shogun-toolbox.org)
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