4.0.0 org.apache apache 17 org.apache.mahout mahout 0.14.0 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, classification 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 existing 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 Foundation http://www.apache.org/ Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0.txt repo 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/ scm:git:git@github.com:apache/mahout.git scm:git:https://gitbox.apache.org/repos/asf/mahout.git https://gitbox.apache.org/repos/asf?p=mahout.git;a=tree;h=refs/heads/${project.scm.tag};hb=${project.scm.tag} mahout-0.14.0 0.12 1.8 1.8 2.10.3 1.7.22 2.11.6 2.11 3.0.1 2.3.0 2.3 3.3.0 false Jira https://issues.apache.org/jira/browse/MAHOUT apache.snapshots Apache Snapshot Repository http://repository.apache.org/snapshots false core engine community com.google.guava guava 14.0.1 org.apache.commons commons-math3 3.2 org.scalatest scalatest_${scala.compat.version} 3.0.5 org.scala-lang scala-reflect ${scala.version} org.scala-lang scala-library ${scala.version} org.slf4j slf4j-api ${slf4j.version} junit junit 4.12 test log4j log4j 1.2.17 org.apache.maven.plugins maven-compiler-plugin 3.3 ${project.build.sourceEncoding} ${maven.compiler.source} ${maven.compiler.target} true org.apache.maven.plugins maven-release-plugin 2.5.2 deploy true ${arguments} org.apache.maven.plugins maven-javadoc-plugin ${mjavadoc.version} attach-javadocs package jar net.alchim31.maven scala-maven-plugin 3.4.4 attach-javadocs package doc-jar org.apache.rat apache-rat-plugin ${apache-rat.plugin.version} validate check CERN license for Colt -- basically only requires attribution 1999 CERN - European Organization for Nuclear Research public domain **/*.conf **/*.iml **/*.md **/*.props **/gen/** **/resources/** **/images/** **/target/** **/testdata/** **/.idea/** **/package-info.java **/.git/** **/.classpath **/.project **/.settings/** **/*.patch website/** .github/* **/*.properties false maven-clean-plugin 3.0.0 lib/ *.jar false doc/ *.jar false org.apache.maven.plugins maven-enforcer-plugin 1.4 enforce-versions enforce [1.8,) [3.3.3,) org.apache.maven.plugins maven-surefire-plugin 2 false -Xmx768m -Djava.security.manager -Djava.security.policy=${project.build.directory}/../../buildtools/src/test/resources/java.policy -Djava.security.auth.login.config=${project.build.directory}/../../buildtools/src/test/resources/jaas.config false true ${project.build.directory} all community/spark-cli-drivers community/community-engines community/community-engines/flink-batch community/community-engines/h2o community/mahout-mr experimental experimental/viennacl experimental/viennacl-omp apache-release false false org.apache.maven.plugins maven-source-plugin ${source.plugin.version} true attach-sources jar-no-fork org.apache.maven.plugins maven-jar-plugin false test-jar test-jar maven-assembly-plugin org.apache.apache.resources apache-source-release-assembly-descriptor 1.0.6 source-release-assembly package single true source-release gnu maven-release-plugin apache-release clean install org.apache.maven.plugins maven-surefire-plugin false true org.apache.rat apache-rat-plugin maven-project-info-reports-plugin false org.apache.maven.plugins maven-javadoc-plugin aggregate javadoc-no-fork test-javadoc-no-fork aggregate html javadoc org.apache.maven.plugins maven-site-plugin com.github.ferstl depgraph-maven-plugin ${depgraph.plugin.version} spark-cli-drivers community/spark-cli-drivers viennacl experimental/viennacl viennacl-omp experimental/viennacl-omp org.apache.maven.plugins maven-checkstyle-plugin 3.0.0 buildtools/src/main/resources/mahout-checkstyle.xml org.apache.maven.plugins maven-site-plugin 3.7.1 maven-project-info-reports-plugin net.alchim31.maven scala-maven-plugin -Xms64m -Xmx1024m