Space: Apache Lucene Mahout (https://cwiki.apache.org/confluence/display/MAHOUT)
Page: index (https://cwiki.apache.org/confluence/display/MAHOUT/index)
Change Comment:
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Now a TLP on its own. Kept reference to Lucene though.
Edited by Isabel Drost:
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{center}!http://lucene.apache.org/mahout/images/mahout-logo-100.png!
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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
[QuickStart] -- learn how to quickly setup Apache Mahout for your project.
[FAQ] -- Frequent questions encountered on the mailing lists.
[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
[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/lucene/mahout/] --
[Fisheye|http://fisheye6.atlassian.com/browse/mahout] -- download the Mahout
source code from svn.
[MailingListArchives] -- archived design and algorithm discussions, maybe your
questions was answered there already?
[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
[QuickStart] -- get started with Mahout, run the examples and get pointers to
further resources.
[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.
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.
h2. Benchmarks
[MahoutBenchmarks]
h2. Committer's 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.
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