4.0.0 org.apache.mahout mahout 0.4 pom Apache Mahout http://mahout.apache.org 2008 Mahout's goal is to build scalable machine learning libraries. With scalable we mean: Scalable to reasonably large data sets. Our core algorithms for clustering, classfication and batch based collaborative filtering are implemented on top of Apache Hadoop using the map/reduce paradigm. However we do not restrict contributions to Hadoop based implementations: Contributions that run on a single node or on a non-Hadoop cluster are welcome as well. The core libraries are highly optimized to allow for good performance also for non-distributed algorithms. Scalable to support your business case. Mahout is distributed under a commercially friendly Apache Software license. Scalable community. The goal of Mahout is to build a vibrant, responsive, diverse community to facilitate discussions not only on the project itself but also on potential use cases. Come to the mailing lists to find out more. Currently Mahout supports mainly four use cases: Recommendation mining takes users' behavior and from that tries to find items users might like. Clustering takes e.g. text documents and groups them into groups of topically related documents. Classification learns from exisiting categorized documents what documents of a specific category look like and is able to assign unlabelled documents to the (hopefully) correct category. Frequent itemset mining takes a set of item groups (terms in a query session, shopping cart content) and identifies, which individual items usually appear together. The Apache Software License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0.txt repo The Apache Software Foundation http://www.apache.org/ User list user-subscribe@mahout.apache.org user-unsubscribe@mahout.apache.org user@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-user/ http://mahout.apache.org/mail/user/ http://mahout.markmail.org/ http://www.nabble.com/Mahout-User-List-f32042.html Developers List dev-subscribe@mahout.apache.org dev-unsubscribe@mahout.apache.org mahout-dev@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-dev/ http://mahout.apache.org/mail/dev/ http://mahout.markmail.org/ http://www.nabble.com/Mahout-Developer-List-f32041.html Commit notifications commits-subscribe@mahout.apache.org commits-unsubscribe@mahout.apache.org http://mail-archives.apache.org/mod_mbox/mahout-commits/ http://mahout.apache.org/mail/commits/ 4.7 3.0.2 0.20.2 true 1.0 maven2-repository.maven.org Maven.org Repository for Maven http://repo1.maven.org/maven2 default maven2-repository.dev.java.net Java.net Repository for Maven http://download.java.net/maven/2 default Apache snapshots http://people.apache.org/maven-snapshot-repository true false Apache Releases https://repository.apache.org/content/repositories/releases false true Jira https://issues.apache.org/jira/browse/MAHOUT org.apache.mahout mahout-collections ${collections.version} org.apache.lucene lucene-analyzers ${lucene.version} org.apache.lucene lucene-core ${lucene.version} junit junit ${junit.version} test org.easymock easymock 2.5.2 test org.easymock easymockclassextension 2.5.2 test org.apache.hadoop hadoop-core ${hadoop.version} net.sf.kosmosfs kfs org.mortbay.jetty jetty org.mortbay.jetty jetty-util hsqldb hsqldb commons-el commons-el junit junit oro oro org.mortbay.jetty jsp-2.1 org.mortbay.jetty jsp-api-2.1 org.mortbay.jetty servlet-api-2.5 commons-net commons-net tomcat jasper-runtime tomcat jasper-compiler xmlenc xmlenc net.java.dev.jets3t jets3t org.eclipse.jdt core install org.apache.maven.plugins maven-source-plugin 2.1.2 org.apache.maven.plugins maven-javadoc-plugin 2.7 org.apache.maven.plugins maven-antrun-plugin 1.6 org.apache.maven.plugins maven-assembly-plugin 2.2 org.apache.maven.plugins maven-jar-plugin 2.3.1 org.apache.maven.plugins maven-install-plugin 2.3.1 org.apache.maven.plugins maven-resources-plugin 2.4.3 org.apache.maven.plugins maven-eclipse-plugin 2.8 ${eclipse.outputDirectory} org.eclipse.jdt.core.javabuilder com.atlassw.tools.eclipse.checkstyle.CheckstyleBuilder net.sourceforge.pmd.eclipse.plugin.pmdBuilder org.eclipse.jdt.core.javanature com.atlassw.tools.eclipse.checkstyle.CheckstyleNature net.sourceforge.pmd.eclipse.plugin.pmdNature .checkstyle /mahout-eclipse-checkstyle .pmd /mahout-eclipse-pmd .ruleset /mahout-pmd-ruleset.xml org.apache.mahout mahout-eclipse-support ${project.version} org.apache.maven.plugins maven-release-plugin 2.1 true release,mahout_release true deploy true true 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scp://people.apache.org/home/isabel/public_html/mahout_site org.apache.maven.plugins maven-surefire-report-plugin 2.6 org.apache.maven.plugins maven-checkstyle-plugin 2.6 ${project.build.directory}/../../eclipse/src/main/resources/mahout-checkstyle.xml true com.atlassian.maven.plugins maven-clover2-plugin 2.6.3 true buildtools/clover.license false true true org.apache.maven.plugins maven-javadoc-plugin 2.7 org.apache.maven.plugins maven-pmd-plugin 2.5 ../eclipse/src/main/resources/mahout-pmd-ruleset.xml UTF-8 1.5 false true true org.codehaus.mojo taglist-maven-plugin 2.4 TODO todo org.codehaus.mojo findbugs-maven-plugin 2.3.1 true target/findbugs target/site/findbugs Low Default true true ../eclipse/src/main/resources/findbugs-exclude.xml org.apache.maven.plugins maven-changes-plugin 2.3 jira-report org.apache.maven.plugins maven-surefire-report-plugin 2.6 org.apache.maven.plugins maven-javadoc-plugin 2.7 org.apache.maven.plugins maven-project-info-reports-plugin 2.2 index dependencies 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