Return-Path: X-Original-To: archive-asf-public-internal@cust-asf2.ponee.io Delivered-To: archive-asf-public-internal@cust-asf2.ponee.io Received: from cust-asf.ponee.io (cust-asf.ponee.io [163.172.22.183]) by cust-asf2.ponee.io (Postfix) with ESMTP id C15B9200B11 for ; Mon, 13 Jun 2016 17:03:56 +0200 (CEST) Received: by cust-asf.ponee.io (Postfix) id C0204160A3C; Mon, 13 Jun 2016 15:03:56 +0000 (UTC) Delivered-To: archive-asf-public@cust-asf.ponee.io Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by cust-asf.ponee.io (Postfix) with SMTP id 1448E160A1A for ; Mon, 13 Jun 2016 17:03:55 +0200 (CEST) Received: (qmail 26747 invoked by uid 500); 13 Jun 2016 15:03:54 -0000 Mailing-List: contact user-help@mahout.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: user@mahout.apache.org Delivered-To: mailing list user@mahout.apache.org Received: (qmail 26660 invoked by uid 99); 13 Jun 2016 15:03:54 -0000 Received: from mail-relay.apache.org (HELO mail-relay.apache.org) (140.211.11.15) by apache.org (qpsmtpd/0.29) with ESMTP; Mon, 13 Jun 2016 15:03:54 +0000 Received: from mail-yw0-f171.google.com (mail-yw0-f171.google.com [209.85.161.171]) by mail-relay.apache.org (ASF Mail Server at mail-relay.apache.org) with ESMTPSA id C69291A02ED; Mon, 13 Jun 2016 15:03:53 +0000 (UTC) Received: by mail-yw0-f171.google.com with SMTP id z186so109975991ywd.2; Mon, 13 Jun 2016 08:03:53 -0700 (PDT) X-Gm-Message-State: ALyK8tIOxQ3WtmbgawnHrzO9i/hGKcANuZbeA/k2988m1+76KCr7OtDOgwXqyD1oTpznrx8oNhku5WRbMWdOAA== X-Received: by 10.129.83.213 with SMTP id h204mr8352162ywb.276.1465830232752; Mon, 13 Jun 2016 08:03:52 -0700 (PDT) MIME-Version: 1.0 Received: by 10.129.5.214 with HTTP; Mon, 13 Jun 2016 08:03:52 -0700 (PDT) From: Suneel Marthi Date: Mon, 13 Jun 2016 11:03:52 -0400 X-Gmail-Original-Message-ID: Message-ID: Subject: [ANNOUNCE] Apache Mahout 0.12.2 Release To: announce@apache.org, "user@mahout.apache.org" , mahout Content-Type: multipart/alternative; boundary=001a114d8e16530a9d05352a328c archived-at: Mon, 13 Jun 2016 15:03:56 -0000 --001a114d8e16530a9d05352a328c Content-Type: text/plain; charset=UTF-8 The Apache Mahout PMC is pleased to announce the release of Mahout 0.12.2 which is a minor release following 0.12.1 in May 2016. Mahout's goal is to create an environment for quickly creating machine learning applications that scale and run on the highest performance parallel computation engines available. Mahout comprises an interactive environment and library that supports generalized scalable linear algebra and includes many modern machine learning algorithms. Having evaluated Java Swing based plotting capabilities, The project has decided that currently, the best direction for data visualization is to integrate with Apache Zeppelin. Mahout developers are working towards a Mahout Zeppelin interpreter for visualization and other notebook capabilities [1]. Mahout 0.12.2 is a maintenance release over Mahout 0.12.1 mainly focused on providing helper functions for Mahout-Zeppelin integration with a couple of minor bug fixes [2]. 1. MAHOUT-1866 Add matrix-to-tsv string function. 2. MAHOUT-1863 cluster-syntheticcontrol.sh errors out with "Input path does not exist". 3. MAHOUT-1868 purge smile plotting from the codebase. Many thanks to all Apache committers and contributors. Special thanks to Trevor Grant and Albert Chu. . Future Roadmap: 1. Many Online and Batch Algorithm additions. 2. Support for Native Optimizations. 3. Performance enhancements for Samsara Framework. 4. Performance enhancements for Algebraic Operations. 5. Integration of Mahout DRMs with Apache Arrow [1]https://issues.apache.org/jira/browse/ZEPPELIN-116 [2] https://issues.apache.org/jira/browse/MAHOUT-1868?jql=project%20%3D%20MAHOUT%20AND%20status%20%3D%20Resolved%20AND%20fixVersion%20%3D%200.13.0 --001a114d8e16530a9d05352a328c--