Space: Apache Lucene Mahout (https://cwiki.apache.org/confluence/display/MAHOUT) Page: index (https://cwiki.apache.org/confluence/display/MAHOUT/index)
Edited by Robin Anil: --------------------------------------------------------------------- !http://lucene.apache.org/mahout/images/mahout-logo-100.png! h1. Apache Mahout Wiki Apache Mahout is a new Apache TLP project to create scalable, machine learning algorithms under the Apache license. It is related to other Apache Lucene projects and integrates well with Solr. {toc:style=disc|minlevel=2} h2. General [Overview] -- Mahout? What's that supposed to be? [QuickStart] -- learn how to quickly setup Apache Mahout for your project. [FAQ] -- Frequent questions encountered on the mailing lists. [DeveloperResources] -- overview of the Mahout development infrastructure. [HowToContribute] -- get involved with the Mahout community. [HowToBecomeACommitter] -- become a member of the Mahout development community. [Hadoop|http://hadoop.apache.org] -- several of our implementations depend on Hadoop. [Machine Learning Open Source Software|http://mloss.org/software/] -- other projects implementing Open Source Machine Learning libraries. [TODO] h2. Community [Who we are|WhoWeAre] -- who are the developers behind Apache Mahout? [Books, Tutorials, Talks, Articles, News, etc. on Mahout|BooksTutorialsTalks] [IssueTracker] -- see what features people are working on, submit patches and file bugs. [Source Code (SVN)|https://svn.apache.org/repos/asf/mahout/] -- [Fisheye|http://fisheye6.atlassian.com/browse/mahout] -- download the Mahout source code from svn. [Mailing lists|MailingListArchives] -- links to our mailing lists and archived design and algorithm discussions, maybe your questions was answered there already? [VersionControl] -- where we track our code. [PoweredBy] -- who is using Mahout in production? [Mahout and Google Summer of Code|GSOC] -- All you need to know about Mahout and GSoC. [Machine Learning Resources] -- books, tutorials, talks, papers on machine learning problems. [Glossary of commonly used terms|Glossary] h2. Installation/Setup [System Requirements|SystemRequirements] -- what do you need to run Mahout? [QuickStart] -- get started with Mahout, run the examples and get pointers to further resources. [Releases] -- a list of Mahout releases. [Download and installation|BuildingMahout] -- build Mahout from the sources. [Mahout on Amazon's EC2 Service|MahoutEC2] -- run Mahout on Amazon's EC2. [Integrating Mahout into an Application|MahoutIntegration] -- integrate Mahout's capabilities in your application. h2. Implementation Background h3. Requirements and Design [Matrix and Vector Needs] -- requirements for Mahout vectors. [Collection(De-)Serialization] h3. Collections and Algorithms Learn more about [mahout-collections], containers for efficient storage of primitive-type data and open hash tables. Learn more about the [Algorithms] discussed and employed by Mahout. Learn more about the [Mahout recommender implementation|RecommenderImplementation]. h3. Utilities This section describes tools that might be useful for working with Mahout. [Creating Vectors] -- Mahout's algorithms operate on vectors. Learn more on how to generate these from raw data. [Viewing Result] -- How to visualize the result of your trained algorithms. h3. Data [Collections] -- To try out and test Mahout's algorithms you need training data. We are always looking for new training data collections. h3. Benchmarks [MahoutBenchmarks] h2. Committer's Resources h3. Project Resources * [Dealing with Third Party Dependencies not in Maven|ThirdPartyDependencies] * [HowToUpdateTheWebsite] * [PatchCheckList] * [How To Release|http://cwiki.apache.org/confluence/display/MAHOUT/How+to+release] h3. Additional Resources * [Apache Machine Status|http://monitoring.apache.org/status/] \- Check to see if SVN, other resources are available. * [Committer's FAQ|http://www.apache.org/dev/committers.html] * [Apache Dev|http://www.apache.org/dev/] h2. How To Edit This Wiki How to edit this Wiki This Wiki is a collaborative site, anyone can contribute and share: * Create an account by clicking the "Login" link at the top of any page, and picking a username and password. * Edit any page by pressing Edit at the top of the page There are some conventions used on the Mahout wiki: * {noformat}+*TODO:*+{noformat} (+*TODO:*+ ) is used to denote sections that definitely need to be cleaned up. * {noformat}+*Mahout_(version)*+{noformat} (+*Mahout_0.2*+) is used to draw attention to which version of Mahout a feature was (or will be) added to Mahout. Change your notification preferences: https://cwiki.apache.org/confluence/users/viewnotifications.action
