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Posted to commits@predictionio.apache.org by do...@apache.org on 2016/12/16 18:03:16 UTC

[01/12] incubator-predictionio git commit: Update templates.yaml

Repository: incubator-predictionio
Updated Branches:
  refs/heads/develop e1e71280c -> 54301370e


Update templates.yaml

Integrate new predictionio template of  Sentiment analysis - bag of words model.

Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/6e6547cd
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/6e6547cd
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/6e6547cd

Branch: refs/heads/develop
Commit: 6e6547cd702e9578b27f182919585b4100dcbd0c
Parents: 8fa95bf
Author: bansarishah <ba...@gmail.com>
Authored: Tue Sep 6 16:11:40 2016 +0530
Committer: GitHub <no...@github.com>
Committed: Tue Sep 6 16:11:40 2016 +0530

----------------------------------------------------------------------
 docs/manual/source/gallery/templates.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/6e6547cd/docs/manual/source/gallery/templates.yaml
----------------------------------------------------------------------
diff --git a/docs/manual/source/gallery/templates.yaml b/docs/manual/source/gallery/templates.yaml
index 0679d18..149873c 100644
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@ -622,3 +622,15 @@
     license: "-"
     status: requested
     pio_min_version: "-"
+    
+- template:
+    name: Sentiment Analysis - Bag of words model
+    repo: "https://github.com/peoplehum/BagOfWords_SentimentAnalysis_Template"
+    description: |-
+      This Sentiment analysis template follows Bag of words model. Given text, engine will return sentiment as 1.0(positive) or 0.0(negative) along with it's score referring how much it is +ve or -ve.
+    tags: [nlp]
+    type: Parallel
+    language: Scala
+    license: "Apache Licence 2.0"
+    status: stable
+    pio_min_version: 0.9.7

[07/12] incubator-predictionio git commit: Update templates.yaml

Posted by do...@apache.org.
Update templates.yaml

modified templates build with apache predictionio new release artifact

Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/82d3e6ac
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/82d3e6ac
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/82d3e6ac

Branch: refs/heads/develop
Commit: 82d3e6ac6156934b629188877945b65901a4ba1a
Parents: 8f36e65
Author: bansarishah <ba...@gmail.com>
Authored: Tue Oct 18 14:06:44 2016 +0530
Committer: GitHub <no...@github.com>
Committed: Tue Oct 18 14:06:44 2016 +0530

----------------------------------------------------------------------
 docs/manual/source/gallery/templates.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/82d3e6ac/docs/manual/source/gallery/templates.yaml
----------------------------------------------------------------------
diff --git a/docs/manual/source/gallery/templates.yaml b/docs/manual/source/gallery/templates.yaml
index f67621c..19aa2aa 100644
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@ -633,7 +633,7 @@
     language: Scala
     license: "Apache Licence 2.0"
     status: stable
-    pio_min_version: 0.9.7
+    pio_min_version: 0.10.0-incubating
     
 - template:
     name: Topic labelling with Wikipedia
@@ -645,4 +645,4 @@
     language: Scala
     license: "Apache Licence 2.0"
     status: stable
-    pio_min_version: 0.9.7
+    pio_min_version: 0.10.0-incubating

[03/12] incubator-predictionio git commit: Update templates.yaml

Posted by do...@apache.org.
Update  templates.yaml

It is updated with template "topic labelling with wikipedia"

Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/effc24c2
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/effc24c2
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/effc24c2

Branch: refs/heads/develop
Commit: effc24c2ba1acc4cc4f8f0d0910794d325b28d17
Parents: 5b28a52
Author: bansarishah <ba...@gmail.com>
Authored: Wed Oct 5 19:21:38 2016 +0530
Committer: GitHub <no...@github.com>
Committed: Wed Oct 5 19:21:38 2016 +0530

----------------------------------------------------------------------
 docs/manual/source/gallery/templates.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/effc24c2/docs/manual/source/gallery/templates.yaml
----------------------------------------------------------------------
diff --git a/docs/manual/source/gallery/templates.yaml b/docs/manual/source/gallery/templates.yaml
index 149873c..f67621c 100644
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@ -634,3 +634,15 @@
     license: "Apache Licence 2.0"
     status: stable
     pio_min_version: 0.9.7
+    
+- template:
+    name: Topic labelling with Wikipedia
+    repo: "https://github.com/peoplehum/template-Labelling-LDA-Topics-with-wikipedia"
+    description: |-
+      This template will label topics(eg. topic generated through LDA topic modeling) with relevant category by referring wikipedia as knowledge base.
+    tags: [nlp]
+    type: Parallel
+    language: Scala
+    license: "Apache Licence 2.0"
+    status: stable
+    pio_min_version: 0.9.7

[02/12] incubator-predictionio git commit: Merge pull request #1 from bansarishah/patch-2

Posted by do...@apache.org.
Merge pull request #1 from bansarishah/patch-2

Update templates.yaml

Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/5b28a52c
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/5b28a52c
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/5b28a52c

Branch: refs/heads/develop
Commit: 5b28a52cfef054401b00f35038bfed7b30595942
Parents: 8fa95bf 6e6547c
Author: Ananda Verma <ra...@gmail.com>
Authored: Tue Sep 6 16:14:46 2016 +0530
Committer: GitHub <no...@github.com>
Committed: Tue Sep 6 16:14:46 2016 +0530

----------------------------------------------------------------------
 docs/manual/source/gallery/templates.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)
----------------------------------------------------------------------

[05/12] incubator-predictionio git commit: [PIO-22] Update installation instructions

Posted by do...@apache.org.
[PIO-22] Update installation instructions


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/8d80086e
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/8d80086e
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/8d80086e

Branch: refs/heads/develop
Commit: 8d80086e4a69196a65628e4273705a3487838b93
Parents: 237e17a
Author: Donald Szeto <do...@apache.org>
Authored: Fri Oct 7 22:19:48 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Fri Oct 7 22:19:48 2016 -0700

----------------------------------------------------------------------
 docs/manual/source/install/index.html.md.erb    | 25 ++++----------------
 .../install/install-sourcecode.html.md.erb      | 16 +++++++++----
 2 files changed, 16 insertions(+), 25 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/8d80086e/docs/manual/source/install/index.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/install/index.html.md.erb b/docs/manual/source/install/index.html.md.erb
index d3f9cd9..2f09226 100644
--- a/docs/manual/source/install/index.html.md.erb
+++ b/docs/manual/source/install/index.html.md.erb
@@ -2,11 +2,6 @@
 title: Installing Apache PredictionIO (incubating)
 ---
 
-INFO: New installation methods will be provided once Apache PredictionIO
-(incubating) (version 0.10.0 and beyond) is released on the Apache
-infrastructure. Methods below are for installing pre-Apache releases (version
-0.9.x).
-
 [//]: # (## Method 1: Quick Install)
 
 [//]: # (On Linux / Mac OS X, Apache PredictionIO (incubating) can now be installed with a single command:)
@@ -19,9 +14,7 @@ infrastructure. Methods below are for installing pre-Apache releases (version
 
 [//]: # (<%= partial 'shared/install/proceed_template' %>)
 
-## Method 1: Manual Install
-
-### Prerequisites
+## Prerequisites
 
 It is **very important** to meet the minimum version of the following
 technologies that power Apache PredictionIO (incubating).
@@ -50,15 +43,15 @@ operation mode without further configuration, may not work. In that case,
 configure your Apache Spark to run in [standalone cluster
 mode](http://spark.apache.org/docs/latest/spark-standalone.html).
 
-### Installing Apache PredictionIO (incubating)
+## Installing Apache PredictionIO (incubating)
 
 Apache PredictionIO (incubating) runs on a Java virtual machine, so it runs on
 most platforms. Choose your platform below:
 
-* [Installing Apache PredictionIO (incubating) on Linux / Mac OS X](install-linux.html)
+[//]: # (* [Installing Apache PredictionIO (incubating) on Linux / Mac OS X](install-linux.html))
 * [Installing Apache PredictionIO (incubating) from Source Code](install-sourcecode.html)
-* [Installing Apache PredictionIO (incubating) with Vagrant (VirtualBox)](install-vagrant.html)
-* [Installing Apache PredictionIO (incubating) with Terminal.com Snap](https://www.terminal.com/snapshot/f444bfb7538dfc596485374f56167ec6f79cbc16f793f013ad120067070eb81a)
+[//]: # (* [Installing Apache PredictionIO (incubating) with Vagrant (VirtualBox)](install-vagrant.html))
+[//]: # (* [Installing Apache PredictionIO (incubating) with Terminal.com Snap](https://www.terminal.com/snapshot/f444bfb7538dfc596485374f56167ec6f79cbc16f793f013ad120067070eb81a))
 
 
 You may also use one of the community-contributed packages to install
@@ -81,11 +74,3 @@ Elasticsearch. See more [here](/resources/upgrade/).**
 
 [//]: # (For production environment setup, please refer to [Production)
 [//]: # (Deployment](/production/deploy.html) guide.)
-
-## Method 2: Terminal.com
-
-Public snaps are available on our Terminal.com
-[page](https://www.terminal.com/user/predictionio).
-
-Instance type **must be** set to *medium* or higher for Apache PredictionIO
-(incubating) to function correctly.

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/8d80086e/docs/manual/source/install/install-sourcecode.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/install/install-sourcecode.html.md.erb b/docs/manual/source/install/install-sourcecode.html.md.erb
index ab78b1c..15e2d8d 100644
--- a/docs/manual/source/install/install-sourcecode.html.md.erb
+++ b/docs/manual/source/install/install-sourcecode.html.md.erb
@@ -5,15 +5,21 @@ title: Installing Apache PredictionIO (incubating) from Source Code
 INFO: Assuming you are following the directory structure in the followoing,
 replace `/home/abc` with your own home directory wherever you see it.
 
+## Downloading Source Code
+
+Download Apache PredictionIO (incubating) <%= data.versions.pio %> from an
+Apache
+[mirror](https://www.apache.org/dyn/closer.cgi/incubator/predictionio/0.10.0-incubating/apache-predictionio-<%=
+data.versions.pio %>.tar.gz).
+
 ## Building
 
-Run the following to download and build Apache PredictionIO (incubating) from
-its source code.
+Run the following at the directory where you downloaded the source code to build
+Apache PredictionIO (incubating).
 
 ```
-$ git clone https://github.com/apache/incubator-predictionio.git
-$ cd incubator-predictionio
-$ git checkout master
+$ tar zxvf apache-predictionio-<%= data.versions.pio %>.tar.gz
+$ cd apache-predictionio-<%= data.versions.pio %>
 $ ./make-distribution.sh
 ```

[12/12] incubator-predictionio git commit: Merge branch 'livedoc' into develop

Posted by do...@apache.org.
Merge branch 'livedoc' into develop


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/54301370
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/54301370
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/54301370

Branch: refs/heads/develop
Commit: 54301370e987fc335c76b2ef9a43043a8c8cd302
Parents: e1e7128 1d8f19b
Author: Donald Szeto <do...@apache.org>
Authored: Fri Dec 16 10:03:02 2016 -0800
Committer: Donald Szeto <do...@apache.org>
Committed: Fri Dec 16 10:03:02 2016 -0800

----------------------------------------------------------------------
 docs/manual/source/community/projects.html.md   | 13 +++++-
 docs/manual/source/demo/tapster.html.md         |  2 +-
 .../source/demo/textclassification.html.md.erb  |  2 +-
 docs/manual/source/gallery/templates.yaml       | 42 +++++++++++++++-----
 docs/manual/source/install/index.html.md.erb    | 25 +++---------
 .../install/install-sourcecode.html.md.erb      | 16 +++++---
 .../dimensionalityreduction.html.md             | 24 +++++------
 .../quickstart/_create_engine.html.md.erb       |  2 +-
 .../classification/quickstart.html.md.erb       |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../leadscoring/quickstart.html.md.erb          |  2 +-
 .../productranking/quickstart.html.md.erb       |  2 +-
 .../recommendation/quickstart.html.md.erb       | 16 ++++++--
 .../similarproduct/quickstart.html.md.erb       |  2 +-
 .../templates/vanilla/quickstart.html.md.erb    |  2 +-
 17 files changed, 96 insertions(+), 62 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/community/projects.html.md
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/demo/tapster.html.md
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/demo/textclassification.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/install/index.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/install/install-sourcecode.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/machinelearning/dimensionalityreduction.html.md
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/classification/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/leadscoring/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/productranking/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/recommendation/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/similarproduct/quickstart.html.md.erb
----------------------------------------------------------------------

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/54301370/docs/manual/source/templates/vanilla/quickstart.html.md.erb
----------------------------------------------------------------------

[08/12] incubator-predictionio git commit: [PIO-34] Add 2 templates by community

Posted by do...@apache.org.
[PIO-34] Add 2 templates by community

* Sentiment Analysis
* Topic Labelling

Closes #292
Closes #315


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/03e99814
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/03e99814
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/03e99814

Branch: refs/heads/develop
Commit: 03e99814384134331cce558c9d89d93f9a7df347
Parents: df568b6 82d3e6a
Author: Donald Szeto <do...@apache.org>
Authored: Wed Nov 2 11:01:36 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Wed Nov 2 11:01:36 2016 -0700

----------------------------------------------------------------------
 docs/manual/source/gallery/templates.yaml | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/03e99814/docs/manual/source/gallery/templates.yaml
----------------------------------------------------------------------
diff --cc docs/manual/source/gallery/templates.yaml
index 80a69e3,19aa2aa..e411ac3
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@@ -526,3 -526,123 +526,27 @@@
      license: "Apache Licence 2.0"
      status: beta
      pio_min_version: 0.9.0
+ 
+ - template:
 -    name: "Best Time: Push Notification"
 -    repo: "https://github.com/PredictionIO/template-best-time-push-notification"
 -    description: |-
 -      This template predicts the best time to send push notification to a user to optimize conversion.
 -    tags: [other]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: "Best Time: E-mail"
 -    repo: "https://github.com/PredictionIO/template-best-time-email"
 -    description: |-
 -      An engine template is an almost-complete implementation of an engine. PredictionIO's Classification Engine Template has integrated Apache Spark MLlib's Naive Bayes algorithm by default.
 -    tags: [other]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: Search Results Ranking
 -    repo: "https://github.com/PredictionIO/template-search-results-ranking"
 -    description: |-
 -      This template rank the search results with a given user\u2019s behavioral history so the top results are most relevant.
 -    tags: [unsupervised]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: Category identification
 -    repo: "https://github.com/PredictionIO/template-category-identification"
 -    description: |-
 -      Given a product and its description, this template identifies the category this item belongs to.
 -    tags: [classification]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: Smart Categories
 -    repo: "https://github.com/PredictionIO/template-smart-categories"
 -    description: |-
 -      This template ranks the categories for a user.
 -    tags: [unsupervised]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: Fake Account Detection
 -    repo: "https://github.com/PredictionIO/template-fake-account-detection"
 -    description: |-
 -      This template detects accounts created with abnormal pattern.
 -    tags: [classification]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: Product Trend
 -    repo: "https://github.com/PredictionIO/template-product-trend"
 -    description: |-
 -      This template analyze the user behavior on site to predict the best selling products and trends.
 -    tags: [classification]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -
 -- template:
 -    name: User Similarity
 -    repo: "https://github.com/PredictionIO/template-user-similarity"
 -    description: |-
 -      This template make recommendation on similar users based on attributes and behavior.
 -    tags: [unsupervised]
 -    type: "-"
 -    language: "-"
 -    license: "-"
 -    status: requested
 -    pio_min_version: "-"
 -    
 -- template:
 -    name: Sentiment Analysis - Bag of words model
++    name: Sentiment Analysis - Bag of Words Model
+     repo: "https://github.com/peoplehum/BagOfWords_SentimentAnalysis_Template"
+     description: |-
 -      This Sentiment analysis template follows Bag of words model. Given text, engine will return sentiment as 1.0(positive) or 0.0(negative) along with it's score referring how much it is +ve or -ve.
++      This sentiment analysis template uses a bag of words model. Given text, the engine will return sentiment as 1.0 (positive) or 0.0 (negative) along with scores indicating how +ve or -ve it is.
+     tags: [nlp]
+     type: Parallel
+     language: Scala
+     license: "Apache Licence 2.0"
+     status: stable
+     pio_min_version: 0.10.0-incubating
 -    
++
+ - template:
 -    name: Topic labelling with Wikipedia
++    name: Topic Labelling with Wikipedia
+     repo: "https://github.com/peoplehum/template-Labelling-LDA-Topics-with-wikipedia"
+     description: |-
 -      This template will label topics(eg. topic generated through LDA topic modeling) with relevant category by referring wikipedia as knowledge base.
++      This template will label topics (e.g. topic generated through LDA topic modeling) with relevant category by referring to Wikipedia as a knowledge base.
+     tags: [nlp]
+     type: Parallel
+     language: Scala
+     license: "Apache Licence 2.0"
+     status: stable
+     pio_min_version: 0.10.0-incubating

[06/12] incubator-predictionio git commit: [PIO-24] Update donated template links

Posted by do...@apache.org.
[PIO-24] Update donated template links


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/df568b6d
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/df568b6d
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/df568b6d

Branch: refs/heads/develop
Commit: df568b6d505812928b59a662408d90119d524173
Parents: 8d80086
Author: Donald Szeto <do...@apache.org>
Authored: Sat Oct 8 16:38:54 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Sat Oct 8 16:38:54 2016 -0700

----------------------------------------------------------------------
 docs/manual/source/demo/tapster.html.md         |  2 +-
 .../source/demo/textclassification.html.md.erb  |  2 +-
 docs/manual/source/gallery/templates.yaml       | 18 +++++++--------
 .../dimensionalityreduction.html.md             | 24 ++++++++++----------
 .../quickstart/_create_engine.html.md.erb       |  2 +-
 .../classification/quickstart.html.md.erb       |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../quickstart.html.md.erb                      |  2 +-
 .../leadscoring/quickstart.html.md.erb          |  2 +-
 .../productranking/quickstart.html.md.erb       |  2 +-
 .../recommendation/quickstart.html.md.erb       |  2 +-
 .../similarproduct/quickstart.html.md.erb       |  2 +-
 .../templates/vanilla/quickstart.html.md.erb    |  2 +-
 14 files changed, 33 insertions(+), 33 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/demo/tapster.html.md
----------------------------------------------------------------------
diff --git a/docs/manual/source/demo/tapster.html.md b/docs/manual/source/demo/tapster.html.md
index bd63f8a..8593fc9 100644
--- a/docs/manual/source/demo/tapster.html.md
+++ b/docs/manual/source/demo/tapster.html.md
@@ -97,7 +97,7 @@ We are going to copy the Similar Product Template into the PIO directory.
 
 ```
 $ cd PredictionIO
-$ pio template get PredictionIO/template-scala-parallel-similarproduct tapster-episode-similar
+$ pio template get apache/incubator-predictionio-template-similar-product tapster-episode-similar
 ```
 
 Next we are going to update the App ID in the \u2018engine.json\u2019 file to match the App ID we just created.

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/demo/textclassification.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/demo/textclassification.html.md.erb b/docs/manual/source/demo/textclassification.html.md.erb
index d08964e..8ac5579 100644
--- a/docs/manual/source/demo/textclassification.html.md.erb
+++ b/docs/manual/source/demo/textclassification.html.md.erb
@@ -24,7 +24,7 @@ You should also download the engine template named Text Classification Engine
 that accompanies this tutorial by cloning the template repository:
 
 ```
-pio template get PredictionIO/template-scala-parallel-textclassification < Your new engine directory >
+pio template get apache/incubator-predictionio-template-text-classifier < Your new engine directory >
 ```
 
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/gallery/templates.yaml
----------------------------------------------------------------------
diff --git a/docs/manual/source/gallery/templates.yaml b/docs/manual/source/gallery/templates.yaml
index 765719e..80a69e3 100644
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@ -20,7 +20,7 @@
 
 - template:
     name: E-Commerce Recommendation
-    repo: "https://github.com/PredictionIO/template-scala-parallel-ecommercerecommendation"
+    repo: "https://github.com/apache/incubator-predictionio-template-ecom-recommender"
     description: |-
       This engine template provides personalized recommendation for e-commerce applications with the following features by default:
 
@@ -37,7 +37,7 @@
 
 - template:
     name: E-Commerce Recommendation (Java)
-    repo: "https://github.com/PredictionIO/template-java-parallel-ecommercerecommendation"
+    repo: "https://github.com/apache/incubator-predictionio-template-java-ecom-recommender"
     description: |-
       This engine template provides personalized recommendation for e-commerce applications with the following features by default:
 
@@ -66,7 +66,7 @@
 
 - template:
     name: Similar Product
-    repo: "https://github.com/PredictionIO/template-scala-parallel-similarproduct"
+    repo: "https://github.com/apache/incubator-predictionio-template-similar-product"
     description: |-
        This engine template recommends products that are "similar" to the input product(s). Similarity is not defined by user or item attributes but by users' previous actions. By default, it uses 'view' action such that product A and B are considered similar if most users who view A also view B. The template can be customized to support other action types such as buy, rate, like..etc
     tags: [recommender]
@@ -102,7 +102,7 @@
 
 - template:
     name: Recommendation
-    repo: "https://github.com/PredictionIO/template-scala-parallel-recommendation"
+    repo: "https://github.com/apache/incubator-predictionio-template-recommender"
     description: |-
       An engine template is an almost-complete implementation of an engine. PredictionIO's Recommendation Engine Template has integrated Apache Spark MLlib's Collaborative Filtering algorithm by default. You can customize it easily to fit your specific needs.
     tags: [unsupervised]
@@ -114,7 +114,7 @@
 
 - template:
     name: Classification
-    repo: "https://github.com/PredictionIO/template-scala-parallel-classification"
+    repo: "https://github.com/apache/incubator-predictionio-template-attribute-based-classifier"
     description: |-
       An engine template is an almost-complete implementation of an engine. PredictionIO's Classification Engine Template has integrated Apache Spark MLlib's Naive Bayes algorithm by default.
     tags: [classification]
@@ -397,7 +397,7 @@
 
 - template:
     name: Text Classification
-    repo: "https://github.com/PredictionIO/template-scala-parallel-textclassification"
+    repo: "https://github.com/apache/incubator-predictionio-template-text-classifier"
     description: |-
       Use this engine for general text classification purposes. Uses OpenNLP library for text vectorization, includes t.f.-i.d.f.-based feature transformation and reduction, and uses Spark MLLib's Multinomial Naive Bayes implementation for classification.
     tags: [nlp]
@@ -504,10 +504,10 @@
     pio_min_version: 0.9.5
 
 - template:
-    name: Vanilla
-    repo: "https://github.com/PredictionIO/template-scala-parallel-vanilla"
+    name: Skeleton
+    repo: "https://github.com/apache/incubator-predictionio-template-skeleton"
     description: |-
-      Vanilla template is for developing new engine when you find other engine templates do not fit your needs. This template provides a skeleton to kick start new engine development.
+      Skeleton template is for developing new engine when you find other engine templates do not fit your needs. This template provides a skeleton to kick start new engine development.
     tags: [other]
     type: Parallel
     language: Scala

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/machinelearning/dimensionalityreduction.html.md
----------------------------------------------------------------------
diff --git a/docs/manual/source/machinelearning/dimensionalityreduction.html.md b/docs/manual/source/machinelearning/dimensionalityreduction.html.md
index 042eb19..fd26577 100644
--- a/docs/manual/source/machinelearning/dimensionalityreduction.html.md
+++ b/docs/manual/source/machinelearning/dimensionalityreduction.html.md
@@ -19,33 +19,33 @@ In machine learning, specifically in [supervised learning](http://en.wikipedia.o
 | ![Square Samples](/images/machinelearning/featureselection/square100.png) | ![Cube Samples](/images/machinelearning/featureselection/cube100.png) |
 |                                                          |                                                      |
 
-Dimensionality reduction is the process of applying a transformation to your feature vectors in order to produce a vector with the same or less number of features. Principal component Analysis (PCA) is a technique for dimensionality reduction. This can be treated as a data processing technique, and so with respect to the [DASE](/customize/) framework, it will fall into the Data Preparator engine component. 
+Dimensionality reduction is the process of applying a transformation to your feature vectors in order to produce a vector with the same or less number of features. Principal component Analysis (PCA) is a technique for dimensionality reduction. This can be treated as a data processing technique, and so with respect to the [DASE](/customize/) framework, it will fall into the Data Preparator engine component.
 
 This guide will also help to solidify the concept of taking an engine template and customizing it for a particular use case: hand-written numeric digit recognition.
 
 ## Data Example
 
-As a guiding example, a base data set, the [MNIST digit recognition dataset](https://www.kaggle.com/c/digit-recognizer/data), is used. This is a perfect data set for dimensionality reduction, for, in this data set, the features that will be used for learning are pixel entries in a \\(28 \times 28\\) pixel image. There is really no direct interpretation of any one feature, so that you do not lose anything in applying a transformation that will treat the features as [linear combinations](https://en.wikipedia.org/wiki/Linear_combination) of some set "convenient" vectors. 
+As a guiding example, a base data set, the [MNIST digit recognition dataset](https://www.kaggle.com/c/digit-recognizer/data), is used. This is a perfect data set for dimensionality reduction, for, in this data set, the features that will be used for learning are pixel entries in a \\(28 \times 28\\) pixel image. There is really no direct interpretation of any one feature, so that you do not lose anything in applying a transformation that will treat the features as [linear combinations](https://en.wikipedia.org/wiki/Linear_combination) of some set "convenient" vectors.
 
 Now, we first pull the [classification engine template](/gallery/template-gallery/#classification) via the following bash line
 
 ```
-pio template get PredictionIO/template-scala-parallel-classification <Your new engine directory>
+pio template get apache/incubator-predictionio-template-attribute-based-classifier <Your new engine directory>
 ```
 
 You should immediately be prompted with the following message:
 
 ```
-Please enter the template's Scala package name (e.g. com.mycompany): 
+Please enter the template's Scala package name (e.g. com.mycompany):
 ```
 
-Go ahead and input `FeatureReduction`, and feel free to just press enter for the remaining message prompts. For the remainder of this guide, you will be working in your new engine directory, so go ahead and `cd` into your new engine directory. At this point, go ahead and run the command 
+Go ahead and input `FeatureReduction`, and feel free to just press enter for the remaining message prompts. For the remainder of this guide, you will be working in your new engine directory, so go ahead and `cd` into your new engine directory. At this point, go ahead and run the command
 
 ```
 pio build
-``` 
+```
 
-This will make sure that the PredictionIO dependency version for your project matches the version installed on your computer. Now, download the MNIST `train.csv` data set from the link above, and put this file in the `data` directory contained in the new engine directory. 
+This will make sure that the PredictionIO dependency version for your project matches the version installed on your computer. Now, download the MNIST `train.csv` data set from the link above, and put this file in the `data` directory contained in the new engine directory.
 
 ### **Optional**: Visualizing Observations
 
@@ -165,7 +165,7 @@ PCA begins with the data matrix \\(\bf X\\) whose rows are feature vectors corre
 
 **Input:** \\(N \times p\\) data matrix \\(\bf X\\); \\(k \leq p\\), the number of desired features.
 
-**1.** For each column in the data matrix: compute the average of all the entries contained in the column, and then subtract this average from each of the column entries. 
+**1.** For each column in the data matrix: compute the average of all the entries contained in the column, and then subtract this average from each of the column entries.
 
 **2.** Compute the \\(k\\) eigenvectors corresponding to the \\(k\\) largest eigenvalues of the matrix obtained in the first step.
 
@@ -271,7 +271,7 @@ The motivation for defining the `Observation` class is to make it easy to mainta
 
 ### Preparator Modifications
 
-Remember that the Data Preparator is the engine component that takes care of the necessary data processing prior to the fitting of a predictive model in the Algorithm component. Hence this stage is where you will implement PCA. 
+Remember that the Data Preparator is the engine component that takes care of the necessary data processing prior to the fitting of a predictive model in the Algorithm component. Hence this stage is where you will implement PCA.
 
 To make sure there is no confusion, replace the import statements in the `Preparator.scala` script with the following:
 
@@ -293,7 +293,7 @@ numFeatures : Int
 ) extends Params
 ```
 
-The next step is to implement the algorithm discussed in the above digression. This will all be done in the `PreparedData` class. 
+The next step is to implement the algorithm discussed in the above digression. This will all be done in the `PreparedData` class.
 
 Remember that the classes `Observation` and `Query` store the pixel features as a string separated by `", "`. Hence, for data processing, you first need a function, `string2Vector`, that will transform the feature strings to vectors. Now, you will need a function, `scaler`, that centers your observations (step 1 in PCA algorithm). Luckily, the `StandardScaler` and `StandardScalerModel` classes implemented in Spark MLLib can easily take care of this for you. The last part will be to actually compute the SVD of the data matrix which can also be easily done in MLLib. All this will be implemented in the `PreparedData` class which you will redefine as follows:
 
@@ -353,11 +353,11 @@ The Data Preparator engine component is now complete, and we can move on to the
 
 ### Algorithm Modifications
 
-The default algorithm used in the classification template is Naive Bayes. Now, this is a [probabilistic classifier](https://en.wikipedia.org/wiki/Probabilistic_classification) that makes certain assumptions about the data that do not really match the format of the PCA-transformed data. In particular, it assumes that the vectors consist of counts. In particular, this means it assumes non-negative feature values. However, upon applying PCA on the data, you have no guarantees that you will have purely non-negative features. Given this, you will delete the script `NaiveBayesAlgorithm.scala`, and create one called `LRAlgorithm.scala` (in the `src/main/scala/` directory) which implements [Multinomial Logistic Regression](https://en.wikipedia.org/wiki/Multinomial_logistic_regression). 
+The default algorithm used in the classification template is Naive Bayes. Now, this is a [probabilistic classifier](https://en.wikipedia.org/wiki/Probabilistic_classification) that makes certain assumptions about the data that do not really match the format of the PCA-transformed data. In particular, it assumes that the vectors consist of counts. In particular, this means it assumes non-negative feature values. However, upon applying PCA on the data, you have no guarantees that you will have purely non-negative features. Given this, you will delete the script `NaiveBayesAlgorithm.scala`, and create one called `LRAlgorithm.scala` (in the `src/main/scala/` directory) which implements [Multinomial Logistic Regression](https://en.wikipedia.org/wiki/Multinomial_logistic_regression).
 
 The implementation details are not discussed in this guide, as the point of this guide is to show how to incorporate **dimensionality reduction** techniques by incorporating PCA. The latter paragraph is mentioned in order to emphasize the fact that applying the PCA transformation (or possibly other dimensionality reduction techniques) will largely remove the interpretability of features, so that model assumptions relying on such interpretations may no longer be satisfied. This is just something to keep in mind.
 
-The following code is taken from the [text classification engine template](/gallery/template-gallery/#classification) and adapted to match the project definitions.  Copy and paste into the new scala script, `LRAlgorithm.scala`: 
+The following code is taken from the [text classification engine template](/gallery/template-gallery/#classification) and adapted to match the project definitions.  Copy and paste into the new scala script, `LRAlgorithm.scala`:
 
 ```scala
 package FeatureReduction

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb b/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb
index fd7c7dc..d17be2e 100644
--- a/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb
+++ b/docs/manual/source/partials/shared/quickstart/_create_engine.html.md.erb
@@ -1,7 +1,7 @@
 Now let's create a new engine called *<%= engine_name %>* by downloading the <%= template_name %>. Go to a directory where you want to put your engine and run the following:
 
 ```
-$ pio template get PredictionIO/<%= template_repo %> <%= engine_name %>
+$ pio template get <%= template_repo %> <%= engine_name %>
 $ cd <%= engine_name %>
 ```
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/classification/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/classification/quickstart.html.md.erb b/docs/manual/source/templates/classification/quickstart.html.md.erb
index fe75aca..f7554ee 100644
--- a/docs/manual/source/templates/classification/quickstart.html.md.erb
+++ b/docs/manual/source/templates/classification/quickstart.html.md.erb
@@ -43,7 +43,7 @@ WARNING: for version < v0.3.1, it is array of features values
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyClassification', template_name: 'Classification Engine Template', template_repo: 'template-scala-parallel-classification' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyClassification', template_name: 'Classification Engine Template', template_repo: 'apache/incubator-predictionio-template-attribute-based-classifier' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb b/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb
index b9eb964..d1c38b7 100644
--- a/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb
+++ b/docs/manual/source/templates/complementarypurchase/quickstart.html.md.erb
@@ -33,7 +33,7 @@ NOTE: You can customize to use other event.
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyComplementaryPurchase', template_name: 'Complementary Purchase Engine Template', template_repo: 'template-scala-parallel-complementarypurchase' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyComplementaryPurchase', template_name: 'Complementary Purchase Engine Template', template_repo: 'PredictionIO/template-scala-parallel-complementarypurchase' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb b/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb
index 57f8c46..4ce81ec 100644
--- a/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb
+++ b/docs/manual/source/templates/ecommercerecommendation/quickstart.html.md.erb
@@ -53,7 +53,7 @@ Likewise, if a blacklist is provided, the engine will exclude those products in
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyECommerceRecommendation', template_name: 'E-Commerce Recommendation Engine Template', template_repo: 'template-scala-parallel-ecommercerecommendation' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyECommerceRecommendation', template_name: 'E-Commerce Recommendation Engine Template', template_repo: 'apache/incubator-predictionio-template-ecom-recommender' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb b/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb
index 9b2de9b..58d3893 100644
--- a/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb
+++ b/docs/manual/source/templates/javaecommercerecommendation/quickstart.html.md.erb
@@ -53,7 +53,7 @@ Likewise, if a blacklist is provided, the engine will exclude those products in
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyECommerceRecommendation', template_name: 'E-Commerce Recommendation Engine Template', template_repo: 'template-java-parallel-ecommercerecommendation' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyECommerceRecommendation', template_name: 'E-Commerce Recommendation Engine Template', template_repo: 'apache/incubator-predictionio-template-java-ecom-recommender' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/leadscoring/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/leadscoring/quickstart.html.md.erb b/docs/manual/source/templates/leadscoring/quickstart.html.md.erb
index 8a66bbb..3b8eb7d 100644
--- a/docs/manual/source/templates/leadscoring/quickstart.html.md.erb
+++ b/docs/manual/source/templates/leadscoring/quickstart.html.md.erb
@@ -38,7 +38,7 @@ NOTE: You can customize what the "conversion" event is. It's "buy" item event by
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyLeadScoring', template_name: 'Lead Scoring Engine Template', template_repo: 'template-scala-parallel-leadscoring' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyLeadScoring', template_name: 'Lead Scoring Engine Template', template_repo: 'PredictionIO/template-scala-parallel-leadscoring' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/productranking/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/productranking/quickstart.html.md.erb b/docs/manual/source/templates/productranking/quickstart.html.md.erb
index 1761780..33862e2 100644
--- a/docs/manual/source/templates/productranking/quickstart.html.md.erb
+++ b/docs/manual/source/templates/productranking/quickstart.html.md.erb
@@ -34,7 +34,7 @@ INFO: This template can easily be customized to consider more user events such a
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyProductRanking', template_name: 'Product Ranking Engine Template', template_repo: 'template-scala-parallel-productranking' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyProductRanking', template_name: 'Product Ranking Engine Template', template_repo: 'PredictionIO/template-scala-parallel-productranking' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/recommendation/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/recommendation/quickstart.html.md.erb b/docs/manual/source/templates/recommendation/quickstart.html.md.erb
index f84e9d1..11e6292 100644
--- a/docs/manual/source/templates/recommendation/quickstart.html.md.erb
+++ b/docs/manual/source/templates/recommendation/quickstart.html.md.erb
@@ -38,7 +38,7 @@ NOTE: You can customize to use other event.
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyRecommendation', template_name: 'Recommendation Engine Template', template_repo: 'template-scala-parallel-recommendation' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyRecommendation', template_name: 'Recommendation Engine Template', template_repo: 'apache/incubator-predictionio-template-recommender' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/similarproduct/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/similarproduct/quickstart.html.md.erb b/docs/manual/source/templates/similarproduct/quickstart.html.md.erb
index 82af17f..ed3e851 100644
--- a/docs/manual/source/templates/similarproduct/quickstart.html.md.erb
+++ b/docs/manual/source/templates/similarproduct/quickstart.html.md.erb
@@ -52,7 +52,7 @@ Likewise, if a black-list is provided, the engine will exclude those products in
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MySimilarProduct', template_name: 'Similar Product Engine Template', template_repo: 'template-scala-parallel-similarproduct' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MySimilarProduct', template_name: 'Similar Product Engine Template', template_repo: 'apache/incubator-predictionio-template-similar-product' } %>
 
 ## 3. Generate an App ID and Access Key
 

http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/df568b6d/docs/manual/source/templates/vanilla/quickstart.html.md.erb
----------------------------------------------------------------------
diff --git a/docs/manual/source/templates/vanilla/quickstart.html.md.erb b/docs/manual/source/templates/vanilla/quickstart.html.md.erb
index 6e24038..62827c5 100644
--- a/docs/manual/source/templates/vanilla/quickstart.html.md.erb
+++ b/docs/manual/source/templates/vanilla/quickstart.html.md.erb
@@ -29,7 +29,7 @@ No special event requirement
 
 ## 2. Create a new Engine from an Engine Template
 
-<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyNewEngine', template_name: 'Vanilla Engine Template', template_repo: 'template-scala-parallel-vanilla' } %>
+<%= partial 'shared/quickstart/create_engine', locals: { engine_name: 'MyNewEngine', template_name: 'Vanilla Engine Template', template_repo: 'apache/incubator-predictionio-template-skeleton' } %>
 
 ## 3. Generate an App ID and Access Key

[10/12] incubator-predictionio git commit: Closes #308

Posted by do...@apache.org.
Closes #308


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/38f43901
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/38f43901
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/38f43901

Branch: refs/heads/develop
Commit: 38f4390167146b9e583d6ba6eb41f61fc17d2120
Parents: 2e8d0c2
Author: Donald Szeto <do...@apache.org>
Authored: Wed Nov 2 11:22:03 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Wed Nov 2 11:22:03 2016 -0700

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[11/12] incubator-predictionio git commit: [MINOR] Update list of Docker projects

Posted by do...@apache.org.
[MINOR] Update list of Docker projects

Closes #321


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/1d8f19b9
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/1d8f19b9
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/1d8f19b9

Branch: refs/heads/develop
Commit: 1d8f19b91cb0926ccffc872a906e262050091c64
Parents: 38f4390
Author: steveny <st...@users.noreply.github.com>
Authored: Wed Nov 2 15:12:27 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Wed Nov 2 15:12:27 2016 -0700

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 docs/manual/source/community/projects.html.md | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/1d8f19b9/docs/manual/source/community/projects.html.md
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diff --git a/docs/manual/source/community/projects.html.md b/docs/manual/source/community/projects.html.md
index 6358522..5e0e50d 100644
--- a/docs/manual/source/community/projects.html.md
+++ b/docs/manual/source/community/projects.html.md
@@ -54,7 +54,18 @@ Docker container for PredictionIO-based machine learning services.
 
 - Core Author: Fabian M. Borschel
 
-- Status: Runs latest PredictionIO v0.9.3 - Under active development
+- Status: It works with PredictionIO v0.9.3 - Under active development
+
+
+## Third Docker Installation for PredictionIO
+
+URL: https://github.com/steveny2k/docker-predictionio
+
+Docker container for PredictionIO-based machine learning services.
+
+- Maintainer: Steven Yan
+
+- Status: Runs latest stable version of PredictionIO v0.10.0 - Under active development
 
 
 ## GraphX Parallel SimRank Algorithm

[04/12] incubator-predictionio git commit: Merge pull request #2 from bansarishah/patch-3

Posted by do...@apache.org.
Merge pull request #2 from bansarishah/patch-3

Update  templates.yaml

Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/8f36e650
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/8f36e650
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/8f36e650

Branch: refs/heads/develop
Commit: 8f36e650ccd925fa85075980ec642db78cce9332
Parents: 5b28a52 effc24c
Author: Ananda Verma <ra...@gmail.com>
Authored: Wed Oct 5 19:34:01 2016 +0530
Committer: GitHub <no...@github.com>
Committed: Wed Oct 5 19:34:01 2016 +0530

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 docs/manual/source/gallery/templates.yaml | 12 ++++++++++++
 1 file changed, 12 insertions(+)
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[09/12] incubator-predictionio git commit: Update the Recommendation Quickstart

Posted by do...@apache.org.
Update the Recommendation Quickstart

* Clean up some of the language (fix suffixes, remove unnecessary pronouns)
* Add specificity, clarity, and structure to the rate/buy examples
* Fix typo in buy example


Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/2e8d0c22
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/2e8d0c22
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/2e8d0c22

Branch: refs/heads/develop
Commit: 2e8d0c2222516fb3a2cbf1dd532f34d8ccd5fc74
Parents: 03e9981
Author: Chris Woodford <ch...@gmail.com>
Authored: Wed Nov 2 11:21:13 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Wed Nov 2 11:21:13 2016 -0700

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 .../templates/recommendation/quickstart.html.md.erb   | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/2e8d0c22/docs/manual/source/templates/recommendation/quickstart.html.md.erb
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diff --git a/docs/manual/source/templates/recommendation/quickstart.html.md.erb b/docs/manual/source/templates/recommendation/quickstart.html.md.erb
index 11e6292..2ad5872 100644
--- a/docs/manual/source/templates/recommendation/quickstart.html.md.erb
+++ b/docs/manual/source/templates/recommendation/quickstart.html.md.erb
@@ -48,13 +48,17 @@ NOTE: You can customize to use other event.
 
 Next, let's collect some training data. By default,
 the Recommendation Engine Template supports 2 types of events: **rate** and
-**buy**. A user can give a rating score to an item or he can buy an item. This template requires user-view-item and user-buy-item events.
+**buy**. A user can give a rating score to an item or buy an item. This template requires user-view-item and user-buy-item events.
 
 INFO: This template can easily be customized to consider more user events such as *like*, *dislike* etc.
 
 <%= partial 'shared/quickstart/collect_data' %>
 
-For example, when a user with ID "u0" rate an item with ID "i0" with rating of 5 on time `2014-11-02T09:39:45.618-08:00` (current time will be used if eventTime is not specified), you can send the following "rate" event. Run the following `curl` command:
+### Example **rate** event
+
+A user (ID "u0") gives an item (ID "i0") a rating of 5 at `2014-11-02T09:39:45.618-08:00` (current time will be used if eventTime is not specified)
+
+Run the following `curl` command to send the `rate` event:
 
 <div class="tabs">
   <div data-tab="REST API" data-lang="json">
@@ -156,7 +160,11 @@ client.createEvent(rateEvent);
   </div>
 </div>
 
-When a user with ID "u1" buy an item with ID "i2" on time `2014-11-10T12:34:56.123-08:00` (current time will be used if eventTime is not specified), you can send the following "rate" event. Run the following `curl` command:
+### Example **buy** event
+
+A user (ID "u1") buys an item (ID "i2") at `2014-11-10T12:34:56.123-08:00` (current time will be used if eventTime is not specified)
+
+Run the following `curl` command to send the `buy` event:
 
 <div class="tabs">
   <div data-tab="REST API" data-lang="json">