Return-Path: X-Original-To: apmail-mahout-commits-archive@www.apache.org Delivered-To: apmail-mahout-commits-archive@www.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id F1EE410F0A for ; Tue, 18 Feb 2014 18:11:26 +0000 (UTC) Received: (qmail 70817 invoked by uid 500); 18 Feb 2014 18:11:25 -0000 Delivered-To: apmail-mahout-commits-archive@mahout.apache.org Received: (qmail 70700 invoked by uid 500); 18 Feb 2014 18:11:24 -0000 Mailing-List: contact commits-help@mahout.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@mahout.apache.org Delivered-To: mailing list commits@mahout.apache.org Received: (qmail 70693 invoked by uid 99); 18 Feb 2014 18:11:24 -0000 Received: from athena.apache.org (HELO athena.apache.org) (140.211.11.136) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 18 Feb 2014 18:11:24 +0000 X-ASF-Spam-Status: No, hits=-2000.0 required=5.0 tests=ALL_TRUSTED X-Spam-Check-By: apache.org Received: from [140.211.11.4] (HELO eris.apache.org) (140.211.11.4) by apache.org (qpsmtpd/0.29) with ESMTP; Tue, 18 Feb 2014 18:11:23 +0000 Received: from eris.apache.org (localhost [127.0.0.1]) by eris.apache.org (Postfix) with ESMTP id 135CC23889DA; Tue, 18 Feb 2014 18:11:03 +0000 (UTC) Content-Type: text/plain; charset="utf-8" MIME-Version: 1.0 Content-Transfer-Encoding: 8bit Subject: svn commit: r1569454 - /mahout/site/mahout_cms/trunk/content/index.mdtext Date: Tue, 18 Feb 2014 18:11:02 -0000 To: commits@mahout.apache.org From: smarthi@apache.org X-Mailer: svnmailer-1.0.9 Message-Id: <20140218181103.135CC23889DA@eris.apache.org> X-Virus-Checked: Checked by ClamAV on apache.org Author: smarthi Date: Tue Feb 18 18:11:02 2014 New Revision: 1569454 URL: http://svn.apache.org/r1569454 Log: Added release notes for 0.9 Modified: mahout/site/mahout_cms/trunk/content/index.mdtext Modified: mahout/site/mahout_cms/trunk/content/index.mdtext URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/index.mdtext?rev=1569454&r1=1569453&r2=1569454&view=diff ============================================================================== --- mahout/site/mahout_cms/trunk/content/index.mdtext (original) +++ mahout/site/mahout_cms/trunk/content/index.mdtext Tue Feb 18 18:11:02 2014 @@ -38,11 +38,59 @@

Mahout News

+

1 February 2014 - Apache Mahout 0.9 released

+ +

Apache Mahout has reached version 0.9. All developers are encouraged to begin using version + 0.9. Highlights include:

+ +
    +
  • A new and improved Mahout website based on Apache CMS - MAHOUT-1245
  • +
  • Multi Layer Perceptron (MLP) classifier - MAHOUT-1265. + This is an early implementation of MLP to solicit user feedback, needs to be integrated into Mahout’s processing pipeline to work with Mahout’s vectors.
  • +
  • Scala DSL Bindings for Mahout Math Linear Algebra. See http://weatheringthrutechdays.blogspot.com/2013/07/scala-dsl-for-mahout-in-core-linear.html - MAHOUT-1297
  • +
  • Recommenders as a Search. See https://github.com/pferrel/solr-recommender - MAHOUT-1288
  • +
  • Support for easy functional Matrix views and derivatives - MAHOUT-1300
  • +
  • JSON output format for ClusterDumper - MAHOUT-1343
  • +
  • Enable randomised testing for all Mahout modules using Carrot RandomizedRunner - MAHOUT-1345
  • +
  • Online Algorithm for computing accurate Quantiles using 1-dimensional Clustering - MAHOUT-1361. See https://github.com/tdunning/t-digest/blob/master/docs/theory/t-digest-paper/histo.pdf for the details. +
  • Upgrade to Lucene 4.6.1 - MAHOUT-1364
  • +
+ +

Changes in 0.9 are detailed at release notes.

+ +

The following algorithms that were marked deprecated in 0.8 have been removed in 0.9:

+ +
    +
  • From Clustering:
    +  Switched LDA implementation from using Gibbs Sampling to Collapsed Variational Bayes (CVB)
    + Meanshift
    + MinHash - removed due to poor performance, lack of support and lack of usage
    +
  • + +
  • From Classification (both are sequential implementations)
    + Winnow - lack of actual usage and support
    + Perceptron - lack of actual usage and support
    +
  • + +
  • Collaborative Filtering
    +    SlopeOne implementations in org.apache.mahout.cf.taste.hadoop.slopeone and org.apache.mahout.cf.taste.impl.recommender.slopeone
    +    Distributed pseudo recommender in org.apache.mahout.cf.taste.hadoop.pseudo
    +    TreeClusteringRecommender in org.apache.mahout.cf.taste.impl.recommender
    +
  • + +
  • Mahout Math
    +    Hadoop entropy stuff in org.apache.mahout.math.stats.entropy
    +
  • + +
+

25 July 2013 - Apache Mahout 0.8 released

Apache Mahout has reached version 0.8. All developers are encouraged to begin using version 0.8. Highlights include:

+ +
  • Numerous performance improvements to Vector and Matrix implementations, API's and their iterators (see also MAHOUT-1192, MAHOUT-1202)
  • Numerous performance improvements to the recommender implementations (see also MAHOUT-1272, MAHOUT-1035, MAHOUT-1042, MAHOUT-1151, MAHOUT-1166, MAHOUT-1167, MAHOUT-1169, MAHOUT-1205, MAHOUT-1264)