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mahout-parent from group org.apache.mahout (version 0.3)
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, classfication 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 exisiting 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.
Group: org.apache.mahout Artifact: mahout-parent
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Artifact mahout-parent
Group org.apache.mahout
Version 0.3
Last update 12. March 2010
Tags: using assign appear collaborative diverse filtering implementations supports hopefully vibrant correct only itself groups support mainly under recommendation like goal content project category session them commercially mailing reasonably might behavior query data classfication build optimized highly usually license clustering look facilitate cases documents itemset come implemented friendly learning frequent what item mahout classification based unlabelled libraries users single individual paradigm terms distributed good apache together discussions related takes software more sets algorithms welcome contributions text however cart machine restrict reduce that node items batch shopping case identifies large mining allow specific currently well from business performance able scalable mean tries four find lists with your into community potential hadoop categorized which exisiting learns topically responsive cluster core also
Organization The Apache Software Foundation
URL http://lucene.apache.org/mahout
License The Apache Software License, Version 2.0
Dependencies amount 0
Dependencies No dependencies
There are maybe transitive dependencies!
Group org.apache.mahout
Version 0.3
Last update 12. March 2010
Tags: using assign appear collaborative diverse filtering implementations supports hopefully vibrant correct only itself groups support mainly under recommendation like goal content project category session them commercially mailing reasonably might behavior query data classfication build optimized highly usually license clustering look facilitate cases documents itemset come implemented friendly learning frequent what item mahout classification based unlabelled libraries users single individual paradigm terms distributed good apache together discussions related takes software more sets algorithms welcome contributions text however cart machine restrict reduce that node items batch shopping case identifies large mining allow specific currently well from business performance able scalable mean tries four find lists with your into community potential hadoop categorized which exisiting learns topically responsive cluster core also
Organization The Apache Software Foundation
URL http://lucene.apache.org/mahout
License The Apache Software License, Version 2.0
Dependencies amount 0
Dependencies No dependencies
There are maybe transitive dependencies!
mahout-parent from group org.apache.mahout (version 0.2)
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, classfication 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 exisiting 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.
Group: org.apache.mahout Artifact: mahout-parent
There is no JAR file uploaded. A download is not possible! Please choose another version.
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Artifact mahout-parent
Group org.apache.mahout
Version 0.2
Last update 12. November 2009
Tags: libraries scalable learning machine
Organization The Apache Software Foundation
URL http://lucene.apache.org/mahout
License The Apache Software License, Version 2.0
Dependencies amount 0
Dependencies No dependencies
There are maybe transitive dependencies!
Group org.apache.mahout
Version 0.2
Last update 12. November 2009
Tags: libraries scalable learning machine
Organization The Apache Software Foundation
URL http://lucene.apache.org/mahout
License The Apache Software License, Version 2.0
Dependencies amount 0
Dependencies No dependencies
There are maybe transitive dependencies!
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