Apache Mahout. Применение модели MapReduce для задач машинного...
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Transcript of Apache Mahout. Применение модели MapReduce для задач машинного...
Apache Mahout. MapReduce .
Apache Mahout
,
Wikipedia: A mahout is a person who drives an elephant. The word mahout comes from the Hindi words mahaut and mahavat.
Apache Hadoop
(HDFS)
(MapReduce)
MapReduce
: (Classification)
(Clustering)
(Recomenders)
+ (Dimension reduction)
(Evolutionary Algorithms)
...
:
: . (Perceptron, Winnow, Restricted BoltzmannMachines)
:Canopy
K-means,Fuzzy K-means
Mean Shift,
Expectation Maximization
Dirichlet Process,
Latent Dirichlet Allocation
:Hierarchical Clustering
:
(MapReduce)
: (svn, git, )
://
//
// /
( K-means)
Mahout
Apache c 2010 : http://mahout.apache.org
: https://cwiki.apache.org/confluence/display/MAHOUT/Mailing+Lists
( ):Mahout In Action, 2011
Taming Text, 2011
production:
email: [email protected]
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www.altlinux.ru
