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apache / mahout / refs/tags/mahout-0.11.1
tagacc5f7bbfc7e30354f2cc729390e1ef2d35d47fd
taggersmarthi <smarthi@apache.org>Fri Nov 06 14:12:56 2015 -0500
objecta6d6bf503b528d2180f85224c7df9a84925cd633 
[maven-release-plugin] copy for tag mahout-0.11.1
commita6d6bf503b528d2180f85224c7df9a84925cd633[log] [tgz]
authorsmarthi <smarthi@apache.org>Fri Nov 06 14:12:43 2015 -0500
committersmarthi <smarthi@apache.org>Fri Nov 06 14:12:43 2015 -0500
treea71ed817bbd1a5402cde68476729a3381d693e7b
parentafeff1e39a74de08d6a25cbdb80d2b08e5b345b5 [diff]
[maven-release-plugin] prepare release mahout-0.11.1
12 files changed
tree: a71ed817bbd1a5402cde68476729a3381d693e7b
  1. bin/
  2. buildtools/
  3. conf/
  4. distribution/
  5. examples/
  6. h2o/
  7. hdfs/
  8. integration/
  9. math/
  10. math-scala/
  11. mr/
  12. spark/
  13. spark-shell/
  14. src/
  15. .gitignore
  16. CHANGELOG
  17. doap_Mahout.rdf
  18. LICENSE.txt
  19. NOTICE.txt
  20. pom.xml
  21. README.md
README.md

Welcome to Apache Mahout!

The Apache Mahout™ project's goal is to build an environment for quickly creating scalable performant machine learning applications.

For additional information about Mahout, visit the Mahout Home Page

####Setting up your Environment Whether you are using Mahout‘s Shell, running command line jobs or using it as a library to build your own apps you’ll need to setup several environment variables. Edit your environment in ~/.bash_profile for Mac or ~/.bashrc for many linux distributions. Add the following

export MAHOUT_HOME=/path/to/mahout
export MAHOUT_LOCAL=true # for running standalone on your dev machine, 
# unset MAHOUT_LOCAL for running on a cluster

You will need a $JAVA_HOME, and if you are running on Spark, you will also need $SPARK_HOME

####Using Mahout as a Library Running any application that uses Mahout will require installing a binary or source version and setting the environment. To compile from source:

  • mvn -DskipTests clean install
  • To run tests do mvn test
  • To set up your IDE, do mvn eclipse:eclipse or mvn idea:idea

To use maven, add the appropriate setting to your pom.xml or build.sbt following the template below.

To use the Samsara environment you'll need to include both the engine neutral math-scala dependency:

<dependency>
    <groupId>org.apache.mahout</groupId>
    <artifactId>mahout-math-scala_2.10</artifactId>
    <version>${mahout.version}</version>
</dependency>

and a dependency for back end engine translation, e.g:

<dependency>
    <groupId>org.apache.mahout</groupId>
    <artifactId>mahout-spark_2.10</artifactId>
    <version>${mahout.version}</version>
</dependency>

####Examples For examples of how to use Mahout, see the examples directory located in examples/bin

For information on how to contribute, visit the How to Contribute Page

####Legal Please see the NOTICE.txt included in this directory for more information.