4.0.0 org.apache apache 23 org.apache.mahout mahout 14.1 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-14.1 Jira https://issues.apache.org/jira/browse/MAHOUT apache.snapshots Apache Snapshot Repository https://repository.apache.org/snapshots false UTF-8 1.8 1.8 1.7.22 2.11.12 2.11 3.0.5 2.4.5 2.4 8.5.1 true false true RC4 true 2.10.0 ${project.build.directory}/buildtools/src/test/resources/java.policy core engine distribution com.google.guava guava 14.0.1 org.apache.commons commons-math3 3.2 org.apache.hadoop hadoop-annotations ${hadoop.version} org.apache.hadoop hadoop-auth ${hadoop.version} org.apache.hadoop hadoop-client ${hadoop.version} org.apache.hadoop hadoop-common ${hadoop.version} org.apache.hadoop hadoop-hdfs ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-app ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-common ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-core ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-jobclient ${hadoop.version} org.apache.hadoop hadoop-mapreduce-client-shuffle ${hadoop.version} org.apache.hadoop hadoop-yarn-api ${hadoop.version} org.apache.hadoop hadoop-yarn-client ${hadoop.version} org.apache.hadoop hadoop-yarn-common ${hadoop.version} org.apache.hadoop hadoop-yarn-server-common ${hadoop.version} org.apache.lucene lucene-analyzers-common ${lucene.version} org.apache.lucene lucene-benchmark ${lucene.version} org.apache.lucene lucene-codecs ${lucene.version} org.apache.lucene lucene-core ${lucene.version} org.apache.lucene lucene-facet ${lucene.version} org.apache.lucene lucene-highlighter ${lucene.version} org.apache.lucene lucene-join ${lucene.version} org.apache.lucene lucene-memory ${lucene.version} org.apache.lucene lucene-queries ${lucene.version} org.apache.lucene lucene-queryparser ${lucene.version} org.apache.lucene lucene-spatial ${lucene.version} org.apache.lucene lucene-spatial-extras ${lucene.version} org.apache.lucene lucene-test-framework ${lucene.version} org.scalatest scalatest_${scala.compat.version} ${scalatest.version} org.scala-lang scala-reflect ${scala.version} org.scala-lang scala-library ${scala.version} org.slf4j slf4j-api ${slf4j.version} junit junit 4.13 log4j log4j 1.2.17 org.apache.flink flink-runtime_${scala.compat.version} 1.1.4 org.apache.flink flink-java 1.1.4 org.apache.flink flink-core 1.1.4 org.apache.flink flink-clients_${scala.compat.version} 1.1.4 org.apache.flink flink-scala_${scala.compat.version} 1.1.4 org.apache.flink flink-test-utils_${scala.compat.version} 1.1.4 org.apache.flink flink-tests_${scala.compat.version} 1.1.4 ai.h2o h2o-core 0.1.25 commons-dbcp commons-dbcp 1.4 commons-pool commons-pool 1.6 commons-io commons-io 2.4 org.mongodb mongo-java-driver 2.11.2 org.mongodb bson 2.11.2 org.apache.hbase hbase-client 1.0.0 org.hectorclient hector-core 1.1-4 xml-apis xml-apis 1.4.01 com.tdunning t-digest 3.1 com.fasterxml.jackson.core jackson-core 2.7.4 org.apache.commons commons-lang3 3.1 commons-cli commons-cli 1.2 commons-logging commons-logging 1.1.3 com.thoughtworks.xstream xstream 1.4.6 org.apache.mahout.commons commons-cli 2.0-mahout org.apache.flink flink-scala_2${scala.compat.version} 1.1.4 org.apache.solr solr-commons-csv 3.5.0 org.hamcrest hamcrest-all 1.3 com.carrotsearch.randomizedtesting randomizedtesting-runner 2.0.15 org.easymock easymock 3.2 org.apache.mrunit mrunit 1.0.0 hadoop2 commons-httpclient commons-httpclient 3.0.1 org.slf4j slf4j-log4j12 1.7.22 org.slf4j jcl-over-slf4j 1.7.22 com.github.scopt scopt_${scala.compat.version} 3.7.1 com.esotericsoftware.kryo kryo 2.24.0 it.unimi.dsi fastutil 7.0.12 org.apache.spark spark-core_${scala.compat.version} 2.4.5 org.apache.spark spark-mllib_${scala.compat.version} 2.4.5 org.bytedeco javacpp 1.5.3 org.apache.rat apache-rat-plugin validate check true CERN license for Colt -- basically only requires attribution 1999 CERN - European Organization for Nuclear Research public domain release/** **/*.conf **/*.iml **/*.md **/*.props **/gen/** **/resources/** **/images/** **/target/** **/testdata/** **/.idea/** **/package-info.java **/.git/** **/.classpath **/.project **/.settings/** **/*.patch website/** .github/* **/*.properties viennacl-dev-release-1.7.1/** org.apache.maven.plugins maven-enforcer-plugin enforce-versions enforce [1.8,) [3.3.9,) org.apache.maven.plugins maven-compiler-plugin ${project.build.sourceEncoding} ${maven.compiler.source} ${maven.compiler.target} true org.apache.maven.plugins maven-surefire-plugin 2 false -Xmx768m false true ${project.build.directory} org.apache.maven.plugins maven-clean-plugin 3.1.0 org.apache.maven.plugins maven-enforcer-plugin 3.0.0-M3 org.apache.maven.plugins maven-checkstyle-plugin 3.1.1 org.apache.maven.plugins maven-pmd-plugin 3.13.0 org.codehaus.mojo findbugs-maven-plugin 3.0.5 org.apache.maven.plugins maven-compiler-plugin 3.8.1 net.alchim31.maven scala-maven-plugin 4.3.1 true true true ${scala.compat.version} org.apache.maven.plugins maven-surefire-plugin 3.0.0-M4 org.apache.maven.plugins maven-surefire-report-plugin 3.0.0-M4 org.scalatest scalatest-maven-plugin 2.0.0 ${java.home} FORK true ${project.build.directory}/surefire-reports . WDF TestSuite.txt org.apache.maven.plugins maven-source-plugin 3.2.1 org.apache.maven.plugins maven-javadoc-plugin 3.2.0 false false org.apache.maven.plugins maven-dependency-plugin 3.1.2 org.codehaus.mojo build-helper-maven-plugin 3.1.0 org.codehaus.mojo exec-maven-plugin 1.6.0 org.apache.maven.plugins maven-antrun-plugin 3.0.0 org.codehaus.mojo taglist-maven-plugin 2.4 org.apache.maven.plugins maven-changes-plugin 2.12.1 org.apache.maven.plugins maven-project-info-reports-plugin 3.0.0 org.apache.maven.plugins maven-assembly-plugin 3.2.0 apache-mahout-${project.version} org.apache.maven.plugins maven-release-plugin 3.0.0-M1 true net.nicoulaj.maven.plugins checksum-maven-plugin 1.8 with-community-modules community sourcecheck org.apache.maven.plugins maven-compiler-plugin true true ${compile.flags} org.apache.maven.plugins maven-checkstyle-plugin sourcecheck verify checkstyle false mahout-checkstyle.xml true false distribution/src org.apache.maven.plugins maven-pmd-plugin sourcecheck verify check cpd-check false org.codehaus.mojo findbugs-maven-plugin sourcecheck verify check ci env.JENKINS_URL org.apache.maven.plugins maven-source-plugin attach-sources jar-no-fork org.apache.maven.plugins maven-javadoc-plugin attach-javadocs jar apache-release net.nicoulaj.maven.plugins checksum-maven-plugin files SHA-512 ${project.build.directory} apache-mahout-${project.version}-source-release.zip org.apache.maven.plugins maven-surefire-report-plugin org.apache.maven.plugins maven-checkstyle-plugin mahout-checkstyle.xml true org.apache.maven.plugins maven-javadoc-plugin org.apache.maven.plugins maven-pmd-plugin mahout-pmd-ruleset.xml ${maven.compiler.target} false true true org.codehaus.mojo taglist-maven-plugin TODO todo org.codehaus.mojo findbugs-maven-plugin true Low Default true true findbugs-exclude.xml org.apache.maven.plugins maven-changes-plugin true Type,Key,Summary,Status,Resolution,Assignee Type,Key jira-report org.apache.maven.plugins maven-project-info-reports-plugin index dependencies dependency-convergence dependency-management org.codehaus.mojo taglist-maven-plugin org.apache.maven.plugins maven-site-plugin org.apache.maven.plugins maven-checkstyle-plugin buildtools/src/main/resources/mahout-checkstyle.xml