MAHOUT-1476: Cleanup website on Hidden Markov Models

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MAHOUT-1450 Cleaning up clustering documentation

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MAHOUT-1482 Rework quickstart website

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MAHOUT-1501 ClusterOutputPostProcessorDriver has private default constructor

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MAHOUT-1374 Ability to provide input file with userid, itemid pair

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Removing commented-out tests.

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MAHOUT-1508: Performance problems with sparse matrices

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MAHOUT-1420: Add solr-recommender to examples

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MAHOUT-1420: Add solr-recommender to examples; typo fix

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MAHOUT-1450 Cleaning up clustering documentation

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MAHOUT-1483: Organize links in web site navigation bar

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MAHOUT-1509:Invalid URL in link from "quick start/basics" page

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MAHOUT-1503: TestNaiveBayesDriver fails in sequential mode

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MAHOUT-1504: Enable/fix thetaSummer job in TrainNaiveBayesJob

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MAHOUT-1504: Enable/fix thetaSummer job in TrainNaiveBayesJob

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MAHOUT-1445 Create an intro for item based recommender

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MAHOUT-1504 fixed minor style issues

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MAHOUT-1504:minor fx to reference relevant section of the Rennie paper

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MAHOUT-1387 Create page for release notes

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MAHOUT-1440 Add option to set the RNG seed for inital cluster generation in Kmeans/fKmeans

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