[1/2] mahout git commit: WEBSITE removed themes- no longer used- updated how-to-update-website.md

[r***@apache.org]

Repository: mahout
Updated Branches:
refs/heads/mahout-1981 fc36bef15 -> 5a07b51b4


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
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diff --git a/website/docs/latest/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md b/website/docs/latest/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
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--- a/website/docs/latest/tutorials/map-reduce/misc/using-mahout-with-python-via-jpype.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Using Mahout with Python via JPype
-theme:
- name: retro-mahout
+
+
---

<a name="UsingMahoutwithPythonviaJPype-overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/intro-als-hadoop.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/intro-als-hadoop.md b/website/docs/latest/tutorials/map-reduce/recommender/intro-als-hadoop.md
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--- a/website/docs/latest/tutorials/map-reduce/recommender/intro-als-hadoop.md
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---
layout: doc-page
title: (Deprecated) Perceptron and Winnow
-theme:
- name: retro-mahout
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---

# Introduction to ALS Recommendations with Hadoop

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md b/website/docs/latest/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
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--- a/website/docs/latest/tutorials/map-reduce/recommender/intro-cooccurrence-spark.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Perceptron and Winnow
-theme:
- name: retro-mahout
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---

#Intro to Cooccurrence Recommenders with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/intro-itembased-hadoop.md b/website/docs/latest/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
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--- a/website/docs/latest/tutorials/map-reduce/recommender/intro-itembased-hadoop.md
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---
layout: doc-page
title: (Deprecated) Perceptron and Winnow
-theme:
- name: retro-mahout
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---
# Introduction to Item-Based Recommendations with Hadoop


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/matrix-factorization.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/matrix-factorization.md b/website/docs/latest/tutorials/map-reduce/recommender/matrix-factorization.md
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---
layout: doc-page
title: (Deprecated) Perceptron and Winnow
-theme:
- name: retro-mahout
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---
<a name="MatrixFactorization-Intro"></a>
# Introduction to Matrix Factorization for Recommendation Mining

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/quickstart.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/quickstart.md b/website/docs/latest/tutorials/map-reduce/recommender/quickstart.md
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---
layout: doc-page
title: (Deprecated) Recommender Quickstart
-theme:
- name: retro-mahout
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---

# Recommender Overview

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/recommender-documentation.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/recommender-documentation.md b/website/docs/latest/tutorials/map-reduce/recommender/recommender-documentation.md
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--- a/website/docs/latest/tutorials/map-reduce/recommender/recommender-documentation.md
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---
layout: doc-page
title: (Deprecated) Recommender Documentation
-theme:
- name: retro-mahout
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---

<a name="RecommenderDocumentation-Overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
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diff --git a/website/docs/latest/tutorials/map-reduce/recommender/recommender-first-timer-faq.md b/website/docs/latest/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
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--- a/website/docs/latest/tutorials/map-reduce/recommender/recommender-first-timer-faq.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Recommender First-Timer FAQ
-theme:
- name: retro-mahout
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---

# Recommender First Timer Dos and Don'ts

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/recommender/userbased-5-minutes.md
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---
layout: doc-page
title: (Deprecated) User Based Recommender in 5 Minutes
-theme:
- name: retro-mahout
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---

# Creating a User-Based Recommender in 5 minutes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/misc/contributing-algos/index.md
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diff --git a/website/docs/latest/tutorials/misc/contributing-algos/index.md b/website/docs/latest/tutorials/misc/contributing-algos/index.md
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--- a/website/docs/latest/tutorials/misc/contributing-algos/index.md
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---
layout: doc-page
title: Contributing new algorithms
-theme:
- name: mahout2
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---

The Mahout community is driven by user contribution. If you have implemented an algorithm and are interested in
@@ -305,8 +305,8 @@ In that file create a blank Jekyll template:
---
layout: doc-page
title: Foo
- theme:
- name: mahout2
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---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/misc/how-to-build-an-app.md
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diff --git a/website/docs/latest/tutorials/misc/how-to-build-an-app.md b/website/docs/latest/tutorials/misc/how-to-build-an-app.md
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--- a/website/docs/latest/tutorials/misc/how-to-build-an-app.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara In Core
-theme:
- name: mahout2
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---
# How to create and App using Mahout


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/misc/mahout-in-zeppelin/index.md
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diff --git a/website/docs/latest/tutorials/misc/mahout-in-zeppelin/index.md b/website/docs/latest/tutorials/misc/mahout-in-zeppelin/index.md
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--- a/website/docs/latest/tutorials/misc/mahout-in-zeppelin/index.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: Visualizing Mahout in Zeppelin
-theme:
- name: mahout2
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+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/samsara/classify-a-doc-from-the-shell.md
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diff --git a/website/docs/latest/tutorials/samsara/classify-a-doc-from-the-shell.md b/website/docs/latest/tutorials/samsara/classify-a-doc-from-the-shell.md
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--- a/website/docs/latest/tutorials/samsara/classify-a-doc-from-the-shell.md
+++ b/website/docs/latest/tutorials/samsara/classify-a-doc-from-the-shell.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Text Classification Example
-theme:
- name: mahout2
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---

# Building a text classifier in Mahout's Spark Shell

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/samsara/play-with-shell.md
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diff --git a/website/docs/latest/tutorials/samsara/play-with-shell.md b/website/docs/latest/tutorials/samsara/play-with-shell.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara In Core
-theme:
- name: mahout2
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---
# Playing with Mahout's Spark Shell


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/samsara/playing-with-samsara-flink-batch.md
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diff --git a/website/docs/latest/tutorials/samsara/playing-with-samsara-flink-batch.md b/website/docs/latest/tutorials/samsara/playing-with-samsara-flink-batch.md
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---
layout: doc-page
title:
-theme:
- name: retro-mahout
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---

## Getting Started

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/samsara/spark-naive-bayes.md
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---
layout: doc-page
title: Spark Naive Bayes
-theme:
- name: retro-mahout
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---

# Spark Naive Bayes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/books-tutorials-and-talks.md
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---
layout: default
title: Books Tutorials and Talks
-theme:
- name: retro-mahout
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---
# Intro


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/downloads.md
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---
layout: default
title: Downloads
-theme:
- name: retro-mahout
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---

<a name="Downloads-OfficialRelease"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/faq.md
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---
layout: default
title: FAQ
-theme:
- name: retro-mahout
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---

# The Official Mahout FAQ

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/glossary.md
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---
layout: default
title: Glossary
-theme:
- name: retro-mahout
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---
This is a list of common glossary terms used on both the mailing lists and
around the site. Where possible I have tried to provide a link to more

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/mahout-benchmarks.md
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---
layout: default
title: Mahout Benchmarks
-theme:
- name: retro-mahout
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---

<a name="MahoutBenchmarks-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/mahout-wiki.md
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---
layout: default
title: Mahout Wiki
-theme:
- name: retro-mahout
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---
Apache Mahout is a new Apache TLP project to create scalable, machine
learning algorithms under the Apache license.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/mailing-lists,-irc-and-archives.md
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---
layout: default
title: Mailing Lists, IRC and Archives
-theme:
- name: retro-mahout
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---

# General

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/powered-by-mahout.md
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---
layout: default
title: Powered By Mahout
-theme:
- name: retro-mahout
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---

# Powered by Mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/privacy-policy.md
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---
layout: default
title: Privacy Policy
-theme:
- name: retro-mahout
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---
Information about your use of this website is collected using server access
logs and a tracking cookie. The collected information consists of the

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/professional-support.md
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layout: default
title: Professional Support
-theme:
- name: retro-mahout
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---

<a name="ProfessionalSupport-ProfessionalsupportforMahout"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/reference-reading.md
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layout: default
title: Reference Reading
-theme:
- name: retro-mahout
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---

# Reference Reading

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/release-notes.md
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layout: default
title: Release Notes
-theme:
- name: retro-mahout
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# Release Notes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/general/who-we-are.md
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layout: default
title: Who We Are
-theme:
- name: retro-mahout
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<a name="WhoWeAre-Whoweare"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/d-als.md
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---
layout: default
title: Disitrubted ALS
-theme:
- name: retro-mahout
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---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/d-qr.md
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layout: default
title: Distributed Cholesky QR
-theme:
- name: retro-mahout
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# Distributed Cholesky QR

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/d-spca.md
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layout: default
title: Distributed Stochastic PCA
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- name: retro-mahout
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# Distributed Stochastic PCA

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/d-ssvd.md
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layout: default
title: Distributed Stochastic Singular Value Decomposition
-theme:
- name: retro-mahout
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# Distributed Stochastic Singular Value Decomposition

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/intro-cooccurrence-spark.md
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layout: default
title: Intro to Cooccurrence Recommenders with Spark
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- name: retro-mahout
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#Intro to Cooccurrence Recommenders with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/recommender-overview.md
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layout: default
title: Recommender Quickstart
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- name: retro-mahout
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---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/algorithms/spark-naive-bayes.md
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diff --git a/website/users/algorithms/spark-naive-bayes.md b/website/users/algorithms/spark-naive-bayes.md
index 8823812..24e4f66 100644
--- a/website/users/algorithms/spark-naive-bayes.md
+++ b/website/users/algorithms/spark-naive-bayes.md
@@ -1,8 +1,8 @@
---
layout: default
title: Spark Naive Bayes
-theme:
- name: retro-mahout
+
+
---

# Spark Naive Bayes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/algorithms.md
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diff --git a/website/users/basics/algorithms.md b/website/users/basics/algorithms.md
index 657efde..7eac4a5 100644
--- a/website/users/basics/algorithms.md
+++ b/website/users/basics/algorithms.md
@@ -1,8 +1,8 @@
---
layout: default
title: Algorithms
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/collections.md
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diff --git a/website/users/basics/collections.md b/website/users/basics/collections.md
index f21f99d..3dcfd6f 100644
--- a/website/users/basics/collections.md
+++ b/website/users/basics/collections.md
@@ -1,8 +1,8 @@
---
layout: default
title: Collections
-theme:
- name: retro-mahout
+
+
---

TODO: Organize these somehow, add one-line blurbs

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/collocations.md
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diff --git a/website/users/basics/collocations.md b/website/users/basics/collocations.md
index 53a2cc1..48f5b8c 100644
--- a/website/users/basics/collocations.md
+++ b/website/users/basics/collocations.md
@@ -1,8 +1,8 @@
---
layout: default
title: Collocations
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/creating-vectors-from-text.md
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diff --git a/website/users/basics/creating-vectors-from-text.md b/website/users/basics/creating-vectors-from-text.md
index 14dd276..702e3ea 100644
--- a/website/users/basics/creating-vectors-from-text.md
+++ b/website/users/basics/creating-vectors-from-text.md
@@ -1,8 +1,8 @@
---
layout: default
title: Creating Vectors from Text
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/creating-vectors.md
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diff --git a/website/users/basics/creating-vectors.md b/website/users/basics/creating-vectors.md
index 10cbd8e..42d5143 100644
--- a/website/users/basics/creating-vectors.md
+++ b/website/users/basics/creating-vectors.md
@@ -1,8 +1,8 @@
---
layout: default
title: Creating Vectors
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/gaussian-discriminative-analysis.md
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diff --git a/website/users/basics/gaussian-discriminative-analysis.md b/website/users/basics/gaussian-discriminative-analysis.md
index e8a54af..5eed212 100644
--- a/website/users/basics/gaussian-discriminative-analysis.md
+++ b/website/users/basics/gaussian-discriminative-analysis.md
@@ -1,8 +1,8 @@
---
layout: default
title: Gaussian Discriminative Analysis
-theme:
- name: retro-mahout
+
+
---

<a name="GaussianDiscriminativeAnalysis-GaussianDiscriminativeAnalysis"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/independent-component-analysis.md
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diff --git a/website/users/basics/independent-component-analysis.md b/website/users/basics/independent-component-analysis.md
index 6035b54..689411d 100644
--- a/website/users/basics/independent-component-analysis.md
+++ b/website/users/basics/independent-component-analysis.md
@@ -1,8 +1,8 @@
---
layout: default
title: Independent Component Analysis
-theme:
- name: retro-mahout
+
+
---

<a name="IndependentComponentAnalysis-IndependentComponentAnalysis"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/mahout-collections.md
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diff --git a/website/users/basics/mahout-collections.md b/website/users/basics/mahout-collections.md
index 99f22f6..deb6e18 100644
--- a/website/users/basics/mahout-collections.md
+++ b/website/users/basics/mahout-collections.md
@@ -1,8 +1,8 @@
---
layout: default
title: mahout-collections
-theme:
- name: retro-mahout
+
+
---

# Mahout collections

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/mahoutintegration.md
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diff --git a/website/users/basics/mahoutintegration.md b/website/users/basics/mahoutintegration.md
index e2d01ea..f5df585 100644
--- a/website/users/basics/mahoutintegration.md
+++ b/website/users/basics/mahoutintegration.md
@@ -1,6 +1,6 @@
---
layout: default
title: MahoutIntegration
-theme:
- name: retro-mahout
+
+
---

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/matrix-and-vector-needs.md
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diff --git a/website/users/basics/matrix-and-vector-needs.md b/website/users/basics/matrix-and-vector-needs.md
index 39f4bfd..ebec83e 100644
--- a/website/users/basics/matrix-and-vector-needs.md
+++ b/website/users/basics/matrix-and-vector-needs.md
@@ -1,8 +1,8 @@
---
layout: default
title: Matrix and Vector Needs
-theme:
- name: retro-mahout
+
+
---

<a name="MatrixandVectorNeeds-Intro"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/principal-components-analysis.md
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diff --git a/website/users/basics/principal-components-analysis.md b/website/users/basics/principal-components-analysis.md
index 5a9383f..f054093 100644
--- a/website/users/basics/principal-components-analysis.md
+++ b/website/users/basics/principal-components-analysis.md
@@ -1,8 +1,8 @@
---
layout: default
title: Principal Components Analysis
-theme:
- name: retro-mahout
+
+
---

<a name="PrincipalComponentsAnalysis-PrincipalComponentsAnalysis"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/quickstart.md
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diff --git a/website/users/basics/quickstart.md b/website/users/basics/quickstart.md
index b84a245..18b74b7 100644
--- a/website/users/basics/quickstart.md
+++ b/website/users/basics/quickstart.md
@@ -1,8 +1,8 @@
---
layout: default
title: Quickstart
-theme:
- name: retro-mahout
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+
---

# Mahout MapReduce Overview

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/svd---singular-value-decomposition.md
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diff --git a/website/users/basics/svd---singular-value-decomposition.md b/website/users/basics/svd---singular-value-decomposition.md
index 4a28934..5455741 100644
--- a/website/users/basics/svd---singular-value-decomposition.md
+++ b/website/users/basics/svd---singular-value-decomposition.md
@@ -1,8 +1,8 @@
---
layout: default
title: SVD - Singular Value Decomposition
-theme:
- name: retro-mahout
+
+
---

{excerpt}Singular Value Decomposition is a form of product decomposition of

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/system-requirements.md
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diff --git a/website/users/basics/system-requirements.md b/website/users/basics/system-requirements.md
index 6bef40d..6dc2853 100644
--- a/website/users/basics/system-requirements.md
+++ b/website/users/basics/system-requirements.md
@@ -1,8 +1,8 @@
---
layout: default
title: System Requirements
-theme:
- name: retro-mahout
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+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/basics/tf-idf---term-frequency-inverse-document-frequency.md
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diff --git a/website/users/basics/tf-idf---term-frequency-inverse-document-frequency.md b/website/users/basics/tf-idf---term-frequency-inverse-document-frequency.md
index f807609..44d46cb 100644
--- a/website/users/basics/tf-idf---term-frequency-inverse-document-frequency.md
+++ b/website/users/basics/tf-idf---term-frequency-inverse-document-frequency.md
@@ -1,8 +1,8 @@
---
layout: default
title: TF-IDF - Term Frequency-Inverse Document Frequency
-theme:
- name: retro-mahout
+
+
---

{excerpt}Is a weight measure often used in information retrieval and text

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/bankmarketing-example.md
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diff --git a/website/users/classification/bankmarketing-example.md b/website/users/classification/bankmarketing-example.md
index 846a4ce..f4e9f9e 100644
--- a/website/users/classification/bankmarketing-example.md
+++ b/website/users/classification/bankmarketing-example.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
+
+
---

Notice: Licensed to the Apache Software Foundation (ASF) under one

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/bayesian-commandline.md
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diff --git a/website/users/classification/bayesian-commandline.md b/website/users/classification/bayesian-commandline.md
index d81d3ef..53ef64f 100644
--- a/website/users/classification/bayesian-commandline.md
+++ b/website/users/classification/bayesian-commandline.md
@@ -1,8 +1,8 @@
---
layout: default
title: bayesian-commandline
-theme:
- name: retro-mahout
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+
---

# Naive Bayes commandline documentation

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/bayesian.md
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diff --git a/website/users/classification/bayesian.md b/website/users/classification/bayesian.md
index 51a5c74..b790524 100644
--- a/website/users/classification/bayesian.md
+++ b/website/users/classification/bayesian.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
+
+
---

# Naive Bayes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/breiman-example.md
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diff --git a/website/users/classification/breiman-example.md b/website/users/classification/breiman-example.md
index d8d049e..1d8c08c 100644
--- a/website/users/classification/breiman-example.md
+++ b/website/users/classification/breiman-example.md
@@ -1,8 +1,8 @@
---
layout: default
title: Breiman Example
-theme:
- name: retro-mahout
+
+
---

#Breiman Example

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/class-discovery.md
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diff --git a/website/users/classification/class-discovery.md b/website/users/classification/class-discovery.md
index a24cc14..afb0dbb 100644
--- a/website/users/classification/class-discovery.md
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@@ -1,8 +1,8 @@
---
layout: default
title: Class Discovery
-theme:
- name: retro-mahout
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---
<a name="ClassDiscovery-ClassDiscovery"></a>
# Class Discovery

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/classifyingyourdata.md
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diff --git a/website/users/classification/classifyingyourdata.md b/website/users/classification/classifyingyourdata.md
index c2099c0..0591f32 100644
--- a/website/users/classification/classifyingyourdata.md
+++ b/website/users/classification/classifyingyourdata.md
@@ -1,8 +1,8 @@
---
layout: default
title: ClassifyingYourData
-theme:
- name: retro-mahout
+
+
---

# Classifying data from the command line

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/hidden-markov-models.md
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diff --git a/website/users/classification/hidden-markov-models.md b/website/users/classification/hidden-markov-models.md
index 7321493..bfef418 100644
--- a/website/users/classification/hidden-markov-models.md
+++ b/website/users/classification/hidden-markov-models.md
@@ -1,8 +1,8 @@
---
layout: default
title: Hidden Markov Models
-theme:
- name: retro-mahout
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---

# Hidden Markov Models

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/locally-weighted-linear-regression.md
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diff --git a/website/users/classification/locally-weighted-linear-regression.md b/website/users/classification/locally-weighted-linear-regression.md
index 7b23d85..c832a10 100644
--- a/website/users/classification/locally-weighted-linear-regression.md
+++ b/website/users/classification/locally-weighted-linear-regression.md
@@ -1,8 +1,8 @@
---
layout: default
title: Locally Weighted Linear Regression
-theme:
- name: retro-mahout
+
+
---

<a name="LocallyWeightedLinearRegression-LocallyWeightedLinearRegression"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/logistic-regression.md
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diff --git a/website/users/classification/logistic-regression.md b/website/users/classification/logistic-regression.md
index 0eef577..d01cd1a 100644
--- a/website/users/classification/logistic-regression.md
+++ b/website/users/classification/logistic-regression.md
@@ -1,8 +1,8 @@
---
layout: default
title: Logistic Regression
-theme:
- name: retro-mahout
+
+
---

<a name="LogisticRegression-LogisticRegression(SGD)"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/mlp.md
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diff --git a/website/users/classification/mlp.md b/website/users/classification/mlp.md
index a98f033..ded63bb 100644
--- a/website/users/classification/mlp.md
+++ b/website/users/classification/mlp.md
@@ -1,8 +1,8 @@
---
layout: default
title: Multilayer Perceptron
-theme:
- name: retro-mahout
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+
---

Multilayer Perceptron

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/naivebayes.md
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diff --git a/website/users/classification/naivebayes.md b/website/users/classification/naivebayes.md
index a697653..33be50d 100644
--- a/website/users/classification/naivebayes.md
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@@ -1,8 +1,8 @@
---
layout: default
title: NaiveBayes
-theme:
- name: retro-mahout
+
+
---

<a name="NaiveBayes-NaiveBayes"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/neural-network.md
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diff --git a/website/users/classification/neural-network.md b/website/users/classification/neural-network.md
index 7180656..dc6175f 100644
--- a/website/users/classification/neural-network.md
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@@ -1,8 +1,8 @@
---
layout: default
title: Neural Network
-theme:
- name: retro-mahout
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---

<a name="NeuralNetwork-NeuralNetworks"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/partial-implementation.md
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diff --git a/website/users/classification/partial-implementation.md b/website/users/classification/partial-implementation.md
index 2a20ccb..0593b4e 100644
--- a/website/users/classification/partial-implementation.md
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@@ -1,8 +1,8 @@
---
layout: default
title: Partial Implementation
-theme:
- name: retro-mahout
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+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/random-forests.md
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diff --git a/website/users/classification/random-forests.md b/website/users/classification/random-forests.md
index c8b1a47..5bb1347 100644
--- a/website/users/classification/random-forests.md
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@@ -1,8 +1,8 @@
---
layout: default
title: Random Forests
-theme:
- name: retro-mahout
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+
---

<a name="RandomForests-HowtogrowaDecisionTree"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/restricted-boltzmann-machines.md
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diff --git a/website/users/classification/restricted-boltzmann-machines.md b/website/users/classification/restricted-boltzmann-machines.md
index 0aa8641..72b30dd 100644
--- a/website/users/classification/restricted-boltzmann-machines.md
+++ b/website/users/classification/restricted-boltzmann-machines.md
@@ -1,8 +1,8 @@
---
layout: default
title: Restricted Boltzmann Machines
-theme:
- name: retro-mahout
+
+
---

NOTE: This implementation is a Work-In-Progress, at least till September,

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/support-vector-machines.md
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diff --git a/website/users/classification/support-vector-machines.md b/website/users/classification/support-vector-machines.md
index 6d1b9df..c32930b 100644
--- a/website/users/classification/support-vector-machines.md
+++ b/website/users/classification/support-vector-machines.md
@@ -1,8 +1,8 @@
---
layout: default
title: Support Vector Machines
-theme:
- name: retro-mahout
+
+
---

<a name="SupportVectorMachines-SupportVectorMachines"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/twenty-newsgroups.md
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diff --git a/website/users/classification/twenty-newsgroups.md b/website/users/classification/twenty-newsgroups.md
index 472aaf6..6b1cb91 100644
--- a/website/users/classification/twenty-newsgroups.md
+++ b/website/users/classification/twenty-newsgroups.md
@@ -1,8 +1,8 @@
---
layout: default
title: Twenty Newsgroups
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/classification/wikipedia-classifier-example.md
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diff --git a/website/users/classification/wikipedia-classifier-example.md b/website/users/classification/wikipedia-classifier-example.md
index 9df07da..0e2f9c6 100644
--- a/website/users/classification/wikipedia-classifier-example.md
+++ b/website/users/classification/wikipedia-classifier-example.md
@@ -1,8 +1,8 @@
---
layout: default
title: Wikipedia XML parser and Naive Bayes Example
-theme:
- name: retro-mahout
+
+
---
# Wikipedia XML parser and Naive Bayes Classifier Example


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/20newsgroups.md
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diff --git a/website/users/clustering/20newsgroups.md b/website/users/clustering/20newsgroups.md
index da5174f..3addfa1 100644
--- a/website/users/clustering/20newsgroups.md
+++ b/website/users/clustering/20newsgroups.md
@@ -1,8 +1,8 @@
---
layout: default
title: 20Newsgroups
-theme:
- name: retro-mahout
+
+
---

<a name="20Newsgroups-NaiveBayesusing20NewsgroupsData"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/canopy-clustering.md
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diff --git a/website/users/clustering/canopy-clustering.md b/website/users/clustering/canopy-clustering.md
index eb4c845..4b35847 100644
--- a/website/users/clustering/canopy-clustering.md
+++ b/website/users/clustering/canopy-clustering.md
@@ -1,8 +1,8 @@
---
layout: default
title: Canopy Clustering
-theme:
- name: retro-mahout
+
+
---

<a name="CanopyClustering-CanopyClustering"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/canopy-commandline.md
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diff --git a/website/users/clustering/canopy-commandline.md b/website/users/clustering/canopy-commandline.md
index 446faba..e2d6f83 100644
--- a/website/users/clustering/canopy-commandline.md
+++ b/website/users/clustering/canopy-commandline.md
@@ -1,8 +1,8 @@
---
layout: default
title: canopy-commandline
-theme:
- name: retro-mahout
+
+
---

<a name="canopy-commandline-RunningCanopyClusteringfromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/cluster-dumper.md
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diff --git a/website/users/clustering/cluster-dumper.md b/website/users/clustering/cluster-dumper.md
index 454734b..57a4002 100644
--- a/website/users/clustering/cluster-dumper.md
+++ b/website/users/clustering/cluster-dumper.md
@@ -1,8 +1,8 @@
---
layout: default
title: Cluster Dumper
-theme:
- name: retro-mahout
+
+
---

<a name="ClusterDumper-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/clustering-of-synthetic-control-data.md
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diff --git a/website/users/clustering/clustering-of-synthetic-control-data.md b/website/users/clustering/clustering-of-synthetic-control-data.md
index 693568f..8ccebfa 100644
--- a/website/users/clustering/clustering-of-synthetic-control-data.md
+++ b/website/users/clustering/clustering-of-synthetic-control-data.md
@@ -1,8 +1,8 @@
---
layout: default
title: Clustering of synthetic control data
-theme:
- name: retro-mahout
+
+
---

# Clustering synthetic control data

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/clustering-seinfeld-episodes.md
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diff --git a/website/users/clustering/clustering-seinfeld-episodes.md b/website/users/clustering/clustering-seinfeld-episodes.md
index 8a983fc..fd4b737 100644
--- a/website/users/clustering/clustering-seinfeld-episodes.md
+++ b/website/users/clustering/clustering-seinfeld-episodes.md
@@ -1,8 +1,8 @@
---
layout: default
title: Clustering Seinfeld Episodes
-theme:
- name: retro-mahout
+
+
---

Below is short tutorial on how to cluster Seinfeld episode transcripts with

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/clusteringyourdata.md
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diff --git a/website/users/clustering/clusteringyourdata.md b/website/users/clustering/clusteringyourdata.md
index bdd6d01..2082708 100644
--- a/website/users/clustering/clusteringyourdata.md
+++ b/website/users/clustering/clusteringyourdata.md
@@ -1,8 +1,8 @@
---
layout: default
title: ClusteringYourData
-theme:
- name: retro-mahout
+
+
---

# Clustering your data

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/expectation-maximization.md
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diff --git a/website/users/clustering/expectation-maximization.md b/website/users/clustering/expectation-maximization.md
index 6ccc8c3..4193b9e 100644
--- a/website/users/clustering/expectation-maximization.md
+++ b/website/users/clustering/expectation-maximization.md
@@ -1,8 +1,8 @@
---
layout: default
title: Expectation Maximization
-theme:
- name: retro-mahout
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---
<a name="ExpectationMaximization-ExpectationMaximization"></a>
# Expectation Maximization

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/fuzzy-k-means-commandline.md
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diff --git a/website/users/clustering/fuzzy-k-means-commandline.md b/website/users/clustering/fuzzy-k-means-commandline.md
index 1374682..7fea301 100644
--- a/website/users/clustering/fuzzy-k-means-commandline.md
+++ b/website/users/clustering/fuzzy-k-means-commandline.md
@@ -1,8 +1,8 @@
---
layout: default
title: fuzzy-k-means-commandline
-theme:
- name: retro-mahout
+
+
---

<a name="fuzzy-k-means-commandline-RunningFuzzyk-MeansClusteringfromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/fuzzy-k-means.md
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diff --git a/website/users/clustering/fuzzy-k-means.md b/website/users/clustering/fuzzy-k-means.md
index ec53e62..f9fe2ac 100644
--- a/website/users/clustering/fuzzy-k-means.md
+++ b/website/users/clustering/fuzzy-k-means.md
@@ -1,8 +1,8 @@
---
layout: default
title: Fuzzy K-Means
-theme:
- name: retro-mahout
+
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---

# Fuzzy K-Means

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/hierarchical-clustering.md
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diff --git a/website/users/clustering/hierarchical-clustering.md b/website/users/clustering/hierarchical-clustering.md
index 6c541cc..4fc97b2 100644
--- a/website/users/clustering/hierarchical-clustering.md
+++ b/website/users/clustering/hierarchical-clustering.md
@@ -1,8 +1,8 @@
---
layout: default
title: Hierarchical Clustering
-theme:
- name: retro-mahout
+
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---
Hierarchical clustering is the process or finding bigger clusters, and also
the smaller clusters inside the bigger clusters.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/k-means-clustering.md
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diff --git a/website/users/clustering/k-means-clustering.md b/website/users/clustering/k-means-clustering.md
index 5c25763..2406d14 100644
--- a/website/users/clustering/k-means-clustering.md
+++ b/website/users/clustering/k-means-clustering.md
@@ -1,8 +1,8 @@
---
layout: default
title: K-Means Clustering
-theme:
- name: retro-mahout
+
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---

# k-Means clustering - basics

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/k-means-commandline.md
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diff --git a/website/users/clustering/k-means-commandline.md b/website/users/clustering/k-means-commandline.md
index 8d802f8..8833956 100644
--- a/website/users/clustering/k-means-commandline.md
+++ b/website/users/clustering/k-means-commandline.md
@@ -1,8 +1,8 @@
---
layout: default
title: k-means-commandline
-theme:
- name: retro-mahout
+
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---

<a name="k-means-commandline-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/latent-dirichlet-allocation.md
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diff --git a/website/users/clustering/latent-dirichlet-allocation.md b/website/users/clustering/latent-dirichlet-allocation.md
index 871cea2..78db3a1 100644
--- a/website/users/clustering/latent-dirichlet-allocation.md
+++ b/website/users/clustering/latent-dirichlet-allocation.md
@@ -1,8 +1,8 @@
---
layout: default
title: Latent Dirichlet Allocation
-theme:
- name: retro-mahout
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---

<a name="LatentDirichletAllocation-Overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/lda-commandline.md
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diff --git a/website/users/clustering/lda-commandline.md b/website/users/clustering/lda-commandline.md
index 613e90b..c2accc8 100644
--- a/website/users/clustering/lda-commandline.md
+++ b/website/users/clustering/lda-commandline.md
@@ -1,8 +1,8 @@
---
layout: default
title: lda-commandline
-theme:
- name: retro-mahout
+
+
---

<a name="lda-commandline-RunningLatentDirichletAllocation(algorithm)fromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/llr---log-likelihood-ratio.md
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diff --git a/website/users/clustering/llr---log-likelihood-ratio.md b/website/users/clustering/llr---log-likelihood-ratio.md
index d6b7e18..a59a32d 100644
--- a/website/users/clustering/llr---log-likelihood-ratio.md
+++ b/website/users/clustering/llr---log-likelihood-ratio.md
@@ -1,8 +1,8 @@
---
layout: default
title: LLR - Log-likelihood Ratio
-theme:
- name: retro-mahout
+
+
---

# Likelihood ratio test

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/spectral-clustering.md
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diff --git a/website/users/clustering/spectral-clustering.md b/website/users/clustering/spectral-clustering.md
index d0f5199..29009aa 100644
--- a/website/users/clustering/spectral-clustering.md
+++ b/website/users/clustering/spectral-clustering.md
@@ -1,8 +1,8 @@
---
layout: default
title: Spectral Clustering
-theme:
- name: retro-mahout
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---

# Spectral Clustering Overview

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/streaming-k-means.md
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diff --git a/website/users/clustering/streaming-k-means.md b/website/users/clustering/streaming-k-means.md
index 81248de..5defe37 100644
--- a/website/users/clustering/streaming-k-means.md
+++ b/website/users/clustering/streaming-k-means.md
@@ -1,8 +1,8 @@
---
layout: default
title: Spectral Clustering
-theme:
- name: retro-mahout
+
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---

# *StreamingKMeans* algorithm

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/viewing-result.md
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diff --git a/website/users/clustering/viewing-result.md b/website/users/clustering/viewing-result.md
index 4222732..44e004d 100644
--- a/website/users/clustering/viewing-result.md
+++ b/website/users/clustering/viewing-result.md
@@ -1,8 +1,8 @@
---
layout: default
title: Viewing Result
-theme:
- name: retro-mahout
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---
* [Algorithm Viewing pages](#ViewingResult-AlgorithmViewingpages)


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/viewing-results.md
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diff --git a/website/users/clustering/viewing-results.md b/website/users/clustering/viewing-results.md
index aacdd67..ec286ff 100644
--- a/website/users/clustering/viewing-results.md
+++ b/website/users/clustering/viewing-results.md
@@ -1,8 +1,8 @@
---
layout: default
title: Viewing Results
-theme:
- name: retro-mahout
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---
<a name="ViewingResults-Intro"></a>
# Intro

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/clustering/visualizing-sample-clusters.md
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diff --git a/website/users/clustering/visualizing-sample-clusters.md b/website/users/clustering/visualizing-sample-clusters.md
index 52d07e7..98260f4 100644
--- a/website/users/clustering/visualizing-sample-clusters.md
+++ b/website/users/clustering/visualizing-sample-clusters.md
@@ -1,8 +1,8 @@
---
layout: default
title: Visualizing Sample Clusters
-theme:
- name: retro-mahout
+
+
---

<a name="VisualizingSampleClusters-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/dim-reduction/dimensional-reduction.md
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diff --git a/website/users/dim-reduction/dimensional-reduction.md b/website/users/dim-reduction/dimensional-reduction.md
index 2a157f6..c016fa0 100644
--- a/website/users/dim-reduction/dimensional-reduction.md
+++ b/website/users/dim-reduction/dimensional-reduction.md
@@ -1,8 +1,8 @@
---
layout: default
title: Dimensional Reduction
-theme:
- name: retro-mahout
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---

# Support for dimensional reduction

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/dim-reduction/ssvd.md
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diff --git a/website/users/dim-reduction/ssvd.md b/website/users/dim-reduction/ssvd.md
index 50ff7be..f852445 100644
--- a/website/users/dim-reduction/ssvd.md
+++ b/website/users/dim-reduction/ssvd.md
@@ -1,8 +1,8 @@
---
layout: default
title: Stochastic SVD
-theme:
- name: retro-mahout
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---

# Stochastic Singular Value Decomposition #

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/classify-a-doc-from-the-shell.md
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diff --git a/website/users/environment/classify-a-doc-from-the-shell.md b/website/users/environment/classify-a-doc-from-the-shell.md
index 8c98c53..5defe8f 100644
--- a/website/users/environment/classify-a-doc-from-the-shell.md
+++ b/website/users/environment/classify-a-doc-from-the-shell.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
+
+
---

#Building a text classifier in Mahout's Spark Shell

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/h2o-internals.md
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diff --git a/website/users/environment/h2o-internals.md b/website/users/environment/h2o-internals.md
index c72a7ae..460a3f6 100644
--- a/website/users/environment/h2o-internals.md
+++ b/website/users/environment/h2o-internals.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

# Introduction

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/how-to-build-an-app.md
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diff --git a/website/users/environment/how-to-build-an-app.md b/website/users/environment/how-to-build-an-app.md
index 89fc575..162fa77 100644
--- a/website/users/environment/how-to-build-an-app.md
+++ b/website/users/environment/how-to-build-an-app.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

# How to create and App using Mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/in-core-reference.md
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diff --git a/website/users/environment/in-core-reference.md b/website/users/environment/in-core-reference.md
index 109ca1d..310d2a2 100644
--- a/website/users/environment/in-core-reference.md
+++ b/website/users/environment/in-core-reference.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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+
---

## Mahout-Samsara's In-Core Linear Algebra DSL Reference

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/out-of-core-reference.md
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diff --git a/website/users/environment/out-of-core-reference.md b/website/users/environment/out-of-core-reference.md
index 8b2eb75..f23c3d5 100644
--- a/website/users/environment/out-of-core-reference.md
+++ b/website/users/environment/out-of-core-reference.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

# Mahout-Samsara's Distributed Linear Algebra DSL Reference

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/environment/spark-internals.md
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diff --git a/website/users/environment/spark-internals.md b/website/users/environment/spark-internals.md
index f5d72a4..7841fe6 100644
--- a/website/users/environment/spark-internals.md
+++ b/website/users/environment/spark-internals.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

# Introduction

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/flinkbindings/flink-internals.md
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diff --git a/website/users/flinkbindings/flink-internals.md b/website/users/flinkbindings/flink-internals.md
index 8c8145a..7130d4d 100644
--- a/website/users/flinkbindings/flink-internals.md
+++ b/website/users/flinkbindings/flink-internals.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

#Introduction

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/flinkbindings/playing-with-samsara-flink.md
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diff --git a/website/users/flinkbindings/playing-with-samsara-flink.md b/website/users/flinkbindings/playing-with-samsara-flink.md
index 4bbcd33..fae69ad 100644
--- a/website/users/flinkbindings/playing-with-samsara-flink.md
+++ b/website/users/flinkbindings/playing-with-samsara-flink.md
@@ -1,8 +1,8 @@
---
layout: default
title:
-theme:
- name: retro-mahout
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---

## Getting Started

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/misc/mr---map-reduce.md
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diff --git a/website/users/misc/mr---map-reduce.md b/website/users/misc/mr---map-reduce.md
index b03d6ad..7b850ac 100644
--- a/website/users/misc/mr---map-reduce.md
+++ b/website/users/misc/mr---map-reduce.md
@@ -1,8 +1,8 @@
---
layout: default
title: MR - Map Reduce
-theme:
- name: retro-mahout
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---

{excerpt}MapReduce is a framework for processing huge datasets on certain

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/misc/parallel-frequent-pattern-mining.md
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diff --git a/website/users/misc/parallel-frequent-pattern-mining.md b/website/users/misc/parallel-frequent-pattern-mining.md
index e2978a4..9f5ea55 100644
--- a/website/users/misc/parallel-frequent-pattern-mining.md
+++ b/website/users/misc/parallel-frequent-pattern-mining.md
@@ -1,8 +1,8 @@
---
layout: default
title: Parallel Frequent Pattern Mining
-theme:
- name: retro-mahout
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---
Mahout has a Top K Parallel FPGrowth Implementation. Its based on the paper [http://infolab.stanford.edu/~echang/recsys08-69.pdf](http://infolab.stanford.edu/~echang/recsys08-69.pdf)
with some optimisations in mining the data.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/misc/perceptron-and-winnow.md
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diff --git a/website/users/misc/perceptron-and-winnow.md b/website/users/misc/perceptron-and-winnow.md
index 308040c..b065197 100644
--- a/website/users/misc/perceptron-and-winnow.md
+++ b/website/users/misc/perceptron-and-winnow.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
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+
---
<a name="PerceptronandWinnow-ClassificationwithPerceptronorWinnow"></a>
# Classification with Perceptron or Winnow

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/misc/testing.md
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diff --git a/website/users/misc/testing.md b/website/users/misc/testing.md
index dc3fd43..fd17d56 100644
--- a/website/users/misc/testing.md
+++ b/website/users/misc/testing.md
@@ -1,8 +1,8 @@
---
layout: default
title: Testing
-theme:
- name: retro-mahout
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---
<a name="Testing-Intro"></a>
# Intro

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/misc/using-mahout-with-python-via-jpype.md
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diff --git a/website/users/misc/using-mahout-with-python-via-jpype.md b/website/users/misc/using-mahout-with-python-via-jpype.md
index 57378ba..980a783 100644
--- a/website/users/misc/using-mahout-with-python-via-jpype.md
+++ b/website/users/misc/using-mahout-with-python-via-jpype.md
@@ -1,8 +1,8 @@
---
layout: default
title: Using Mahout with Python via JPype
-theme:
- name: retro-mahout
+
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---

<a name="UsingMahoutwithPythonviaJPype-overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/intro-als-hadoop.md
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diff --git a/website/users/recommender/intro-als-hadoop.md b/website/users/recommender/intro-als-hadoop.md
index 2acacd0..a10c29f 100644
--- a/website/users/recommender/intro-als-hadoop.md
+++ b/website/users/recommender/intro-als-hadoop.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
+
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---

# Introduction to ALS Recommendations with Hadoop

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/intro-cooccurrence-spark.md
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diff --git a/website/users/recommender/intro-cooccurrence-spark.md b/website/users/recommender/intro-cooccurrence-spark.md
index 578f3c4..a5fccfe 100644
--- a/website/users/recommender/intro-cooccurrence-spark.md
+++ b/website/users/recommender/intro-cooccurrence-spark.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
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---

#Intro to Cooccurrence Recommenders with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/intro-itembased-hadoop.md
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diff --git a/website/users/recommender/intro-itembased-hadoop.md b/website/users/recommender/intro-itembased-hadoop.md
index ee2c3e8..cd566eb 100644
--- a/website/users/recommender/intro-itembased-hadoop.md
+++ b/website/users/recommender/intro-itembased-hadoop.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
+
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---
# Introduction to Item-Based Recommendations with Hadoop


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/matrix-factorization.md
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diff --git a/website/users/recommender/matrix-factorization.md b/website/users/recommender/matrix-factorization.md
index 63de4fd..6e331e9 100644
--- a/website/users/recommender/matrix-factorization.md
+++ b/website/users/recommender/matrix-factorization.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
+
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---
<a name="MatrixFactorization-Intro"></a>
# Introduction to Matrix Factorization for Recommendation Mining

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/quickstart.md
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diff --git a/website/users/recommender/quickstart.md b/website/users/recommender/quickstart.md
index 4627444..41e643b 100644
--- a/website/users/recommender/quickstart.md
+++ b/website/users/recommender/quickstart.md
@@ -1,8 +1,8 @@
---
layout: default
title: Recommender Quickstart
-theme:
- name: retro-mahout
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---

# Recommender Overview

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/recommender-documentation.md
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diff --git a/website/users/recommender/recommender-documentation.md b/website/users/recommender/recommender-documentation.md
index 8ba5b28..37a3dd6 100644
--- a/website/users/recommender/recommender-documentation.md
+++ b/website/users/recommender/recommender-documentation.md
@@ -1,8 +1,8 @@
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layout: default
title: Recommender Documentation
-theme:
- name: retro-mahout
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---

<a name="RecommenderDocumentation-Overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/recommender-first-timer-faq.md
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diff --git a/website/users/recommender/recommender-first-timer-faq.md b/website/users/recommender/recommender-first-timer-faq.md
index 2b090e6..6c07fa2 100644
--- a/website/users/recommender/recommender-first-timer-faq.md
+++ b/website/users/recommender/recommender-first-timer-faq.md
@@ -1,8 +1,8 @@
---
layout: default
title: Recommender First-Timer FAQ
-theme:
- name: retro-mahout
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---

# Recommender First Timer Dos and Don'ts

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/recommender/userbased-5-minutes.md
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diff --git a/website/users/recommender/userbased-5-minutes.md b/website/users/recommender/userbased-5-minutes.md
index da17b38..52e1e15 100644
--- a/website/users/recommender/userbased-5-minutes.md
+++ b/website/users/recommender/userbased-5-minutes.md
@@ -1,8 +1,8 @@
---
layout: default
title: User Based Recommender in 5 Minutes
-theme:
- name: retro-mahout
+
+
---

# Creating a User-Based Recommender in 5 minutes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/sparkbindings/faq.md
----------------------------------------------------------------------
diff --git a/website/users/sparkbindings/faq.md b/website/users/sparkbindings/faq.md
index 9649e3b..81cd931 100644
--- a/website/users/sparkbindings/faq.md
+++ b/website/users/sparkbindings/faq.md
@@ -1,8 +1,8 @@
---
layout: default
title: FAQ
-theme:
- name: retro-mahout
+
+
---

# FAQ for using Mahout with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/sparkbindings/home.md
----------------------------------------------------------------------
diff --git a/website/users/sparkbindings/home.md b/website/users/sparkbindings/home.md
index 5075612..d5f41d0 100644
--- a/website/users/sparkbindings/home.md
+++ b/website/users/sparkbindings/home.md
@@ -1,8 +1,8 @@
---
layout: default
title: Spark Bindings
-theme:
- name: retro-mahout
+
+
---

# Scala & Spark Bindings:

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/users/sparkbindings/play-with-shell.md
----------------------------------------------------------------------
diff --git a/website/users/sparkbindings/play-with-shell.md b/website/users/sparkbindings/play-with-shell.md
index 3cdb8f7..2045ea7 100644
--- a/website/users/sparkbindings/play-with-shell.md
+++ b/website/users/sparkbindings/play-with-shell.md
@@ -1,8 +1,8 @@
---
layout: default
title: Perceptron and Winnow
-theme:
- name: retro-mahout
+
+
---
# Playing with Mahout's Spark Shell

[r***@apache.org]

WEBSITE removed themes- no longer used- updated how-to-update-website.md


Project: http://git-wip-us.apache.org/repos/asf/mahout/repo
Commit: http://git-wip-us.apache.org/repos/asf/mahout/commit/5a07b51b
Tree: http://git-wip-us.apache.org/repos/asf/mahout/tree/5a07b51b
Diff: http://git-wip-us.apache.org/repos/asf/mahout/diff/5a07b51b

Branch: refs/heads/mahout-1981
Commit: 5a07b51b4f85ea54ee234bd8e2bc320f49f8968c
Parents: fc36bef
Author: Trevor a.k.a @rawkintrevo <***@gmail.com>
Authored: Tue Dec 5 23:16:20 2017 -0600
Committer: Trevor a.k.a @rawkintrevo <***@gmail.com>
Committed: Tue Dec 5 23:16:20 2017 -0600

----------------------------------------------------------------------
website/README.md | 152 -------------------
website/_includes/navbar.html | 1 -
website/developers/buildingmahout.md | 21 +--
website/developers/developer-resources.md | 4 +-
website/developers/github.md | 4 +-
website/developers/githubPRs.md | 4 +-
website/developers/gsoc.md | 4 +-
website/developers/how-to-become-a-committer.md | 4 +-
website/developers/how-to-contribute.md | 4 +-
website/developers/how-to-release.md | 4 +-
website/developers/how-to-update-the-website.md | 68 ++++++++-
website/developers/issue-tracker.md | 4 +-
website/developers/patch-check-list.md | 4 +-
website/developers/thirdparty-dependencies.md | 4 +-
website/developers/version-control.md | 4 +-
.../algorithms/clustering/canopy/index.md | 4 +-
.../algorithms/clustering/distance-metrics.md | 4 +-
.../docs/latest/algorithms/clustering/index.md | 4 +-
.../latest/algorithms/linear-algebra/d-qr.md | 4 +-
.../latest/algorithms/linear-algebra/d-spca.md | 4 +-
.../latest/algorithms/linear-algebra/d-ssvd.md | 4 +-
.../latest/algorithms/linear-algebra/index.md | 4 +-
.../map-reduce/classification/bayesian.md | 4 +-
.../classification/class-discovery.md | 4 +-
.../classification/classifyingyourdata.md | 4 +-
.../map-reduce/classification/collocations.md | 4 +-
.../gaussian-discriminative-analysis.md | 4 +-
.../classification/hidden-markov-models.md | 4 +-
.../independent-component-analysis.md | 4 +-
.../locally-weighted-linear-regression.md | 4 +-
.../classification/logistic-regression.md | 4 +-
.../classification/mahout-collections.md | 4 +-
.../algorithms/map-reduce/classification/mlp.md | 4 +-
.../map-reduce/classification/naivebayes.md | 4 +-
.../map-reduce/classification/neural-network.md | 4 +-
.../classification/partial-implementation.md | 4 +-
.../map-reduce/classification/random-forests.md | 4 +-
.../restricted-boltzmann-machines.md | 4 +-
.../classification/support-vector-machines.md | 4 +-
.../map-reduce/clustering/canopy-clustering.md | 4 +-
.../map-reduce/clustering/cluster-dumper.md | 4 +-
.../clustering/expectation-maximization.md | 4 +-
.../map-reduce/clustering/fuzzy-k-means.md | 4 +-
.../clustering/hierarchical-clustering.md | 4 +-
.../map-reduce/clustering/k-means-clustering.md | 4 +-
.../clustering/latent-dirichlet-allocation.md | 4 +-
.../clustering/llr---log-likelihood-ratio.md | 4 +-
.../clustering/spectral-clustering.md | 4 +-
.../map-reduce/clustering/streaming-k-means.md | 4 +-
.../docs/latest/algorithms/map-reduce/index.md | 4 +-
.../latest/algorithms/preprocessors/AsFactor.md | 4 +-
.../algorithms/preprocessors/MeanCenter.md | 4 +-
.../algorithms/preprocessors/StandardScaler.md | 4 +-
.../latest/algorithms/preprocessors/index.md | 4 +-
.../docs/latest/algorithms/reccomenders/cco.md | 4 +-
.../latest/algorithms/reccomenders/d-als.md | 4 +-
.../latest/algorithms/reccomenders/index.md | 4 +-
.../algorithms/regression/fittness-tests.md | 4 +-
.../docs/latest/algorithms/regression/index.md | 4 +-
.../docs/latest/algorithms/regression/ols.md | 4 +-
.../serial-correlation/cochrane-orcutt.md | 4 +-
.../regression/serial-correlation/dw-test.md | 4 +-
website/docs/latest/algorithms/template.md | 4 +-
website/docs/latest/changelog.md | 2 +-
.../docs/latest/distributed/flink-bindings.md | 4 +-
.../docs/latest/distributed/h2o-internals.md | 4 +-
.../latest/distributed/spark-bindings/faq.md | 4 +-
.../latest/distributed/spark-bindings/index.md | 4 +-
website/docs/latest/mahout-samsara/faq.md | 4 +-
.../latest/mahout-samsara/in-core-reference.md | 4 +-
.../mahout-samsara/out-of-core-reference.md | 4 +-
website/docs/latest/native-solvers/cuda.md | 4 +-
.../docs/latest/native-solvers/viennacl-omp.md | 4 +-
website/docs/latest/native-solvers/viennacl.md | 4 +-
website/docs/latest/quickstart.md | 4 +-
.../docs/latest/tutorials/cco-lastfm/index.md | 4 +-
.../docs/latest/tutorials/eigenfaces/index.md | 4 +-
.../tutorials/intro-cooccurrence-spark/index.md | 4 +-
.../classification/bankmarketing-example.md | 4 +-
.../classification/breiman-example.md | 4 +-
.../classification/twenty-newsgroups.md | 4 +-
.../wikipedia-classifier-example.md | 4 +-
.../map-reduce/clustering/20newsgroups.md | 4 +-
.../map-reduce/clustering/canopy-commandline.md | 4 +-
.../clustering-of-synthetic-control-data.md | 4 +-
.../clustering/clustering-seinfeld-episodes.md | 4 +-
.../map-reduce/clustering/clusteringyourdata.md | 4 +-
.../clustering/fuzzy-k-means-commandline.md | 4 +-
.../clustering/k-means-commandline.md | 4 +-
.../map-reduce/clustering/lda-commandline.md | 4 +-
.../map-reduce/clustering/viewing-result.md | 4 +-
.../map-reduce/clustering/viewing-results.md | 4 +-
.../clustering/visualizing-sample-clusters.md | 4 +-
.../docs/latest/tutorials/map-reduce/index.md | 4 +-
.../map-reduce/misc/mr---map-reduce.md | 4 +-
.../misc/parallel-frequent-pattern-mining.md | 4 +-
.../map-reduce/misc/perceptron-and-winnow.md | 4 +-
.../latest/tutorials/map-reduce/misc/testing.md | 4 +-
.../misc/using-mahout-with-python-via-jpype.md | 4 +-
.../map-reduce/recommender/intro-als-hadoop.md | 4 +-
.../recommender/intro-cooccurrence-spark.md | 4 +-
.../recommender/intro-itembased-hadoop.md | 4 +-
.../recommender/matrix-factorization.md | 4 +-
.../map-reduce/recommender/quickstart.md | 4 +-
.../recommender/recommender-documentation.md | 4 +-
.../recommender/recommender-first-timer-faq.md | 4 +-
.../recommender/userbased-5-minutes.md | 4 +-
.../tutorials/misc/contributing-algos/index.md | 8 +-
.../tutorials/misc/how-to-build-an-app.md | 4 +-
.../tutorials/misc/mahout-in-zeppelin/index.md | 4 +-
.../samsara/classify-a-doc-from-the-shell.md | 4 +-
.../latest/tutorials/samsara/play-with-shell.md | 4 +-
.../samsara/playing-with-samsara-flink-batch.md | 4 +-
.../tutorials/samsara/spark-naive-bayes.md | 4 +-
website/general/books-tutorials-and-talks.md | 4 +-
website/general/downloads.md | 4 +-
website/general/faq.md | 4 +-
website/general/glossary.md | 4 +-
website/general/mahout-benchmarks.md | 4 +-
website/general/mahout-wiki.md | 4 +-
.../general/mailing-lists,-irc-and-archives.md | 4 +-
website/general/powered-by-mahout.md | 4 +-
website/general/privacy-policy.md | 4 +-
website/general/professional-support.md | 4 +-
website/general/reference-reading.md | 4 +-
website/general/release-notes.md | 4 +-
website/general/who-we-are.md | 4 +-
website/users/algorithms/d-als.md | 4 +-
website/users/algorithms/d-qr.md | 4 +-
website/users/algorithms/d-spca.md | 4 +-
website/users/algorithms/d-ssvd.md | 4 +-
.../algorithms/intro-cooccurrence-spark.md | 4 +-
.../users/algorithms/recommender-overview.md | 4 +-
website/users/algorithms/spark-naive-bayes.md | 4 +-
website/users/basics/algorithms.md | 4 +-
website/users/basics/collections.md | 4 +-
website/users/basics/collocations.md | 4 +-
.../users/basics/creating-vectors-from-text.md | 4 +-
website/users/basics/creating-vectors.md | 4 +-
.../basics/gaussian-discriminative-analysis.md | 4 +-
.../basics/independent-component-analysis.md | 4 +-
website/users/basics/mahout-collections.md | 4 +-
website/users/basics/mahoutintegration.md | 4 +-
website/users/basics/matrix-and-vector-needs.md | 4 +-
.../basics/principal-components-analysis.md | 4 +-
website/users/basics/quickstart.md | 4 +-
.../svd---singular-value-decomposition.md | 4 +-
website/users/basics/system-requirements.md | 4 +-
...term-frequency-inverse-document-frequency.md | 4 +-
.../classification/bankmarketing-example.md | 4 +-
.../classification/bayesian-commandline.md | 4 +-
website/users/classification/bayesian.md | 4 +-
website/users/classification/breiman-example.md | 4 +-
website/users/classification/class-discovery.md | 4 +-
.../users/classification/classifyingyourdata.md | 4 +-
.../classification/hidden-markov-models.md | 4 +-
.../locally-weighted-linear-regression.md | 4 +-
.../users/classification/logistic-regression.md | 4 +-
website/users/classification/mlp.md | 4 +-
website/users/classification/naivebayes.md | 4 +-
website/users/classification/neural-network.md | 4 +-
.../classification/partial-implementation.md | 4 +-
website/users/classification/random-forests.md | 4 +-
.../restricted-boltzmann-machines.md | 4 +-
.../classification/support-vector-machines.md | 4 +-
.../users/classification/twenty-newsgroups.md | 4 +-
.../wikipedia-classifier-example.md | 4 +-
website/users/clustering/20newsgroups.md | 4 +-
website/users/clustering/canopy-clustering.md | 4 +-
website/users/clustering/canopy-commandline.md | 4 +-
website/users/clustering/cluster-dumper.md | 4 +-
.../clustering-of-synthetic-control-data.md | 4 +-
.../clustering/clustering-seinfeld-episodes.md | 4 +-
website/users/clustering/clusteringyourdata.md | 4 +-
.../clustering/expectation-maximization.md | 4 +-
.../clustering/fuzzy-k-means-commandline.md | 4 +-
website/users/clustering/fuzzy-k-means.md | 4 +-
.../users/clustering/hierarchical-clustering.md | 4 +-
website/users/clustering/k-means-clustering.md | 4 +-
website/users/clustering/k-means-commandline.md | 4 +-
.../clustering/latent-dirichlet-allocation.md | 4 +-
website/users/clustering/lda-commandline.md | 4 +-
.../clustering/llr---log-likelihood-ratio.md | 4 +-
website/users/clustering/spectral-clustering.md | 4 +-
website/users/clustering/streaming-k-means.md | 4 +-
website/users/clustering/viewing-result.md | 4 +-
website/users/clustering/viewing-results.md | 4 +-
.../clustering/visualizing-sample-clusters.md | 4 +-
.../dim-reduction/dimensional-reduction.md | 4 +-
website/users/dim-reduction/ssvd.md | 4 +-
.../classify-a-doc-from-the-shell.md | 4 +-
website/users/environment/h2o-internals.md | 4 +-
.../users/environment/how-to-build-an-app.md | 4 +-
website/users/environment/in-core-reference.md | 4 +-
.../users/environment/out-of-core-reference.md | 4 +-
website/users/environment/spark-internals.md | 4 +-
website/users/flinkbindings/flink-internals.md | 4 +-
.../flinkbindings/playing-with-samsara-flink.md | 4 +-
website/users/misc/mr---map-reduce.md | 4 +-
.../misc/parallel-frequent-pattern-mining.md | 4 +-
website/users/misc/perceptron-and-winnow.md | 4 +-
website/users/misc/testing.md | 4 +-
.../misc/using-mahout-with-python-via-jpype.md | 4 +-
website/users/recommender/intro-als-hadoop.md | 4 +-
.../recommender/intro-cooccurrence-spark.md | 4 +-
.../users/recommender/intro-itembased-hadoop.md | 4 +-
.../users/recommender/matrix-factorization.md | 4 +-
website/users/recommender/quickstart.md | 4 +-
.../recommender/recommender-documentation.md | 4 +-
.../recommender/recommender-first-timer-faq.md | 4 +-
.../users/recommender/userbased-5-minutes.md | 4 +-
website/users/sparkbindings/faq.md | 4 +-
website/users/sparkbindings/home.md | 4 +-
website/users/sparkbindings/play-with-shell.md | 4 +-
214 files changed, 490 insertions(+), 594 deletions(-)
----------------------------------------------------------------------


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/README.md
----------------------------------------------------------------------
diff --git a/website/README.md b/website/README.md
index b711140..14dc8b9 100644
--- a/website/README.md
+++ b/website/README.md
@@ -1,155 +1,3 @@
-# Mahout Instructions
-
-
-
-## How do I edit Mahouts website? Jekyll
-
-The Mahout website uses Jekyll to manage its website. Refer to this page to setup your laptop with jekyll if you want to setup a local environment.
-
-
-Once you have Jekyll installed, next you will need to clone the mahout git repo
-```
-git clone https://github.com/apache/mahout.git mahout
-cd website
-```
-
-
-## There are actually three sites!
-
-#### `website/front`
-
-This has information about the community, github, how to update website, developer resources, list of members. __*Things that when they change change forever and we don't need to keep a history of the old way (e.g. the old way of updating the website )*__
-
-#### `website/docs`
-
-This has user documentation, info on algorithms, programing guides, features. etc.
-__*things that change between versions*__
-
-Follow the instructions below to serve either site, just know your links in community aren't going to work with the docs. Until you post it.
-
-#### `website/old-site`
-
-This is a full and mostly working port of the old site. It has been updated so that new themes can be applied to it, or the `mahout-retro` theme can be applied to the newer sites (thought this is somewhat messy).
-
-There is a lot of content in here, and a lot of it isn't even available from the main site. We should start going through this and dragging it over page by page, updating as we go.
-
-Eventually we'll use this to build `docs/0.13.0`
-
-## Getting Started
-
-To start editing the website first you need to open two terminals. One terminal will run a continuous build of the mahout website locally, and the other will serve the website on localhost:4000
-
-Terminal
-```
-bundle exec jekyll serve
-```
-
-Browser
-```
-localhost:4000
-```
-
-Start coding.
-
-
-
-## Organization
-
-Within `mahout/website/docs` and `mahout/website/front` you'll find the following directories
-
-- `./_site` : this directory holds your static website which is created with `jekyll build`. Modifying things in here directly will have no effect (they will be overwritten)
-- `./_layouts` : this directory holds the basic layouts for page types
-- `./_includes` : this directory holds files which can be included in layouts, such as the HTML that powers the
-page, the navbar, etc. You will see in the html files referenced in `./_layouts` a line that says ` {{ content }}` this
- is where the markdown compiled into HTML is injected.
-- `./assets` : this directory holds the css and images used for the website
-- `./[OTHER]` : all other directories become directory structure of the site. They maybe filled with markdown files. E.g.
-`./my-dir/myfile.md` will populate the site at `http://.../my-dir/myfile.html`
-
-**NOTE** `_includes/` and `_assets/` are actually symlinks so that if you change the theme, it will apply evenly to all sites.
-
-#### Themes
-
-With Jekyll Builder we can easily swap out themes. Currently the theme is `mahout3`
-`website/_includes/themes/mahout` : This directory has HTML for things you will include in your pages, e.g. navbar
-`website/assets/themes/mahout` : this directory holds the css and images used for the website (on the mahout theme, if we also may build new themes to try different looks and feels)
-
-
-
-## How to port a page
-
-#### Copy to it's new home
-
-There should be no chnages to `/website/docs/0.13.0/` Need to create `/website/docs/0.13.1-SNAPSHOT/`
-
-Other non-docs, e.g. things that go in developers or other static places, should go to where ever it is they are supposed to live.
-
-If appropriate, change the file suffix from `.mdtext` or whatever wierd thing it is to `.md`
-
-#### Change the Header
-
-Most of the old stuff has a title like:
-
-`Title: GSOC`
-
-Change this too:
-
-`---`
-```
-layout: default
-title: GSoC
-theme: mahout
----
-```
-
-#### Update PATHs where appropriate
-
-Change hard linkes or relative links like this
-```
-For more information see [Handling GitHub PRs](http://mahout.apache.org/developers/github.html)
-```
-
-To utilize JB's `{{ BASE_PATH }}`
-
-E.g.
-```
-For more information see [Handling GitHub PRs]({{ BASE_PATH }}/developers/github.html)
-```
-
-This will make links in say github, refer to the github links. Same with images.
-
-
-
-### Changing themes
-
-` rake theme:switch name="THEME-NAME"`
-
-Options currently are `mahout`, `mahout2`, `mahout3` and `mahout-retro`
-
-Mahout
-
-![assets/img/mahout_theme.png]
-
-
-Mahout2
-
-![assets/img/mahout2_theme.png]
-
-If you want to edit the style edit `assets/themes/<your_theme>/css/style.css` and override value.
-
-This is a helpful tool for reference http://pikock.github.io/bootstrap-magic/3.0/app/index.html#!/editor
-
-
-
-
-
-
-
-
-
-
-
-




http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/_includes/navbar.html
----------------------------------------------------------------------
diff --git a/website/_includes/navbar.html b/website/_includes/navbar.html
index 1a44414..0fea533 100644
--- a/website/_includes/navbar.html
+++ b/website/_includes/navbar.html
@@ -42,7 +42,6 @@
<a class="dropdown-item" href="/developers/how-to-become-a-committer/">How to Become a Committer</a>
<a class="dropdown-item" href="/developers/how-to-release/">How to Release</a>
<a class="dropdown-item" href="/developers/how-to-update-the-website/">How to Update the Website</a>
- <a class="dropdown-item" href="/developers/publish-website/">How to Publish the Website</a>
</div>
</li>


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/buildingmahout.md
----------------------------------------------------------------------
diff --git a/website/developers/buildingmahout.md b/website/developers/buildingmahout.md
index e8a344e..34bca45 100644
--- a/website/developers/buildingmahout.md
+++ b/website/developers/buildingmahout.md
@@ -1,8 +1,8 @@
---
layout: page
title: Building Mahout
-theme:
- name: mahout2
+
+
---


@@ -13,7 +13,7 @@ theme:
* Java JDK 1.7
* Apache Maven 3.3.9

-
+<a name="getting-code"></a>
## Getting the source code

Checkout the sources from the [Mahout GitHub repository](https://github.com/apache/mahout)
@@ -119,22 +119,17 @@ mvn clean install -DskipTests

JVM with native OpenMP level 2 and level 3 matrix/vector Multiplication
```
-mvn clean install -Pviennacl-omp -Phadoop2 -DskipTests
+mvn clean install -Pviennacl-omp -DskipTests
```
JVM with native OpenMP and OpenCL for Level 2 and level 3 matrix/vector Multiplication. (GPU errors fall back to OpenMP, currently only a single GPU/node is supported).
```
-mvn clean install -Pviennacl -Phadoop2 -DskipTests
+mvn clean install -Pviennacl -DskipTests
```

### Changing Scala Version

-To change the Scala version used it is possible to use profiles, however the resulting artifacts seem to have trouble being resolved with SBT.

-```bash
-mvn clean install -Pscala-2.11
-```
-
-Maven is able to resolve the resulting artifacts effectively, this will also work if the goal is simply to use the Mahout-Shell. However if the goal is to build with SBT, the following tool should be used
+A convenience script for updating maven dependencies is included in `buildtools`

```bash
cd $MAHOUT_HOME/buildtools
@@ -144,11 +139,9 @@ cd $MAHOUT_HOME/buildtools
Now go back to `$MAHOUT_HOME` and execute

```bash
-mvn clean install -Pscala-2.11
+mvn clean install
```

-**NOTE:** you still need to pass the `-Pscala-2.11` profile, as this determines and propegates the minor scala version (e.g. 2.11.8)
-

### The Distribution Profile


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/developer-resources.md
----------------------------------------------------------------------
diff --git a/website/developers/developer-resources.md b/website/developers/developer-resources.md
index 9e5e5f0..2bee00e 100644
--- a/website/developers/developer-resources.md
+++ b/website/developers/developer-resources.md
@@ -1,8 +1,8 @@
---
layout: page
title: Developer Resources
-theme:
- name: retro-mahout
+
+
---

<a name="DeveloperResources-MakingaContribution"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/github.md
----------------------------------------------------------------------
diff --git a/website/developers/github.md b/website/developers/github.md
index 005d9e6..0d60d31 100644
--- a/website/developers/github.md
+++ b/website/developers/github.md
@@ -1,8 +1,8 @@
---
layout: page
title:
-theme:
- name: retro-mahout
+
+
---

# Github Setup and Pull Requests (PRs) #

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/githubPRs.md
----------------------------------------------------------------------
diff --git a/website/developers/githubPRs.md b/website/developers/githubPRs.md
index 0e75989..dbfeaa5 100644
--- a/website/developers/githubPRs.md
+++ b/website/developers/githubPRs.md
@@ -1,8 +1,8 @@
---
layout: page
title:
-theme:
- name: retro-mahout
+
+
---
# Handling Github PRs #


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/gsoc.md
----------------------------------------------------------------------
diff --git a/website/developers/gsoc.md b/website/developers/gsoc.md
index 3d82520..d5006d0 100644
--- a/website/developers/gsoc.md
+++ b/website/developers/gsoc.md
@@ -1,8 +1,8 @@
---
layout: page
title: GSOC
-theme:
- name: retro-mahout
+
+
---

# Google Summer of Code

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/how-to-become-a-committer.md
----------------------------------------------------------------------
diff --git a/website/developers/how-to-become-a-committer.md b/website/developers/how-to-become-a-committer.md
index 5a8347d..bdb9be7 100644
--- a/website/developers/how-to-become-a-committer.md
+++ b/website/developers/how-to-become-a-committer.md
@@ -1,8 +1,8 @@
---
layout: page
title: How To Become A Committer
-theme:
- name: retro-mahout
+
+
---

# How to become a committer

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/how-to-contribute.md
----------------------------------------------------------------------
diff --git a/website/developers/how-to-contribute.md b/website/developers/how-to-contribute.md
index d1eb3c4..927a8f4 100644
--- a/website/developers/how-to-contribute.md
+++ b/website/developers/how-to-contribute.md
@@ -1,8 +1,8 @@
---
layout: page
title: How To Contribute
-theme:
- name: retro-mahout
+
+
---

# How to contribute

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/how-to-release.md
----------------------------------------------------------------------
diff --git a/website/developers/how-to-release.md b/website/developers/how-to-release.md
index 488822a..685fe72 100644
--- a/website/developers/how-to-release.md
+++ b/website/developers/how-to-release.md
@@ -1,8 +1,8 @@
---
layout: page
title: How To Release
-theme:
- name: retro-mahout
+
+
---

# How To Release Mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/how-to-update-the-website.md
----------------------------------------------------------------------
diff --git a/website/developers/how-to-update-the-website.md b/website/developers/how-to-update-the-website.md
index aa00405..ad7d326 100644
--- a/website/developers/how-to-update-the-website.md
+++ b/website/developers/how-to-update-the-website.md
@@ -1,16 +1,72 @@
---
layout: page
title: How To Update The Website
-theme:
- name: retro-mahout
---

# How to update the Mahout Website

-Website updates are handled by updating code in the trunk.
+Committers and contributors are all welcomed and encouraged to update the Mahout website.
+ Mahout uses Jekyll to build the website. A [script](https://github.com/apache/mahout/blob/master/website/build_site.sh)
+ is executed by Jenkins after any change is detected in the `master` branch of the official Apache repository (
+ e.g. after any PR is merged ). As such it is important that you, and any reviewers stage site changes locally before
+ committing.
+
+ The process for updating the website is as follows:
+
+#### Clone the Mahout Git Repository Locally

-You will find markdown pages in `mahout/website`.
+```git clone http://github.com/apache/mahout```

-Jenkins rebuilds and publishes the website whenever a change is detected in master.
+See [Building from Source](/developers/buildingmahout/#getting-code) for more details.

-`mahout/website/build_site.sh` contains the script that is used to do this.
+#### Working with Markdown
+
+Jekyll uses [Kramdown](https://kramdown.gettalong.org/syntax.html) to compile markdown into HTML.
+
+Kramdown syntax is very similar to standard markdown, but with a few subtle diferences, please review
+to the [Kramdown syntax guide](https://kramdown.gettalong.org/syntax.html).
+
+Mahout is a highly mathematical project, and contributors will often want to use [LaTeX Mathematics](https://en.wikibooks.org/wiki/LaTeX/Mathematics)
+to explain concepts. While in some environments this is signalled to the compiler with `\( ... \)` in Kramdown
+LaTeX portions are signalled with enclosing `$` characters, e.g. `$$ ... $$`
+
+#### Stage changes locally
+
+This step actually can be done _while you are editing_. Then you can see you changes in near-real time
+(pending browser refreshes).
+
+In the terminal,
+
+```bash
+cd wesite
+bundle exec jekyll serve
+```
+
+By default this will serve the website locally at [http://127.0.0.1:4000/](http://127.0.0.1:4000/). You can
+open your favorite browser and make sure your changes look the way you expect them to.
+
+#### Commit code and open a PR
+
+Once you're sure everything is right, you commit your code, push to your github.com account (preferably on a branch other than `master`
+then click "OpenPR"). This process closely follows [How To Contribute- Making Changes](/developers/how-to-contribute/#HowToContribute-MakingChanges) with an exception that for _WEBSITE ONLY_ changes we relax the requirement to open a JIRA ticket. That is to say, small
+website changes such as fixing a broken link or typo, do not require a specific JIRA issues, and where you would normally
+commit with a message like `MAHOUT-XXXX The thing I did` (where `XXXX` is the assosciated JIRA number), you can instead
+simply create a message like `WEBSITE Typos in how-to-update-the-website.md`. There's nothing to stop you from making a
+JIRA issue, it simply isn't required.
+
+The same goes for when you open a PR (where conventionally one includes the JIRA issue, you can again title `WEBSITE` to indicate
+there is no JIRA)
+
+#### Wait for review
+
+A committer will be along shortly to review your changes, please be patient. In the meantime, feel free to help us out by reviewing
+other contributors PRs. (Here's a little secret, this is a great way to signal to us that you're interested in becoming a committer too,
+as PR reviews is a big part of a committer's job).
+
+Once everything is confirmed to be in order, the committer will merge your pull request.
+
+#### Committers ONLY
+
+No further action is needed, this section is here to deliniate from the old CMS system and Jekyll builds of other projects. Jenkins
+will execute [build_site.sh](https://github.com/apache/mahout/blob/master/website/build_site.sh) upon merging. This will build the website and
+copy it to the `asf-site` branch, where [mahout.apache.org](http://mahout.apache.org) is served from.
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/issue-tracker.md
----------------------------------------------------------------------
diff --git a/website/developers/issue-tracker.md b/website/developers/issue-tracker.md
index 8a21149..a50248e 100644
--- a/website/developers/issue-tracker.md
+++ b/website/developers/issue-tracker.md
@@ -1,8 +1,8 @@
---
layout: page
title: Issue Tracker
-theme:
- name: retro-mahout
+
+
---

# Issue tracker

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/patch-check-list.md
----------------------------------------------------------------------
diff --git a/website/developers/patch-check-list.md b/website/developers/patch-check-list.md
index 00e2ed6..91452df 100644
--- a/website/developers/patch-check-list.md
+++ b/website/developers/patch-check-list.md
@@ -1,8 +1,8 @@
---
layout: page
title: Patch Check List
-theme:
- name: retro-mahout
+
+
---

# Patch Check List

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/thirdparty-dependencies.md
----------------------------------------------------------------------
diff --git a/website/developers/thirdparty-dependencies.md b/website/developers/thirdparty-dependencies.md
index 3054da8..a53a0e0 100644
--- a/website/developers/thirdparty-dependencies.md
+++ b/website/developers/thirdparty-dependencies.md
@@ -1,8 +1,8 @@
---
layout: page
title: Thirdparty Dependencies
-theme:
- name: retro-mahout
+
+
---

# Adding Thirdparty Dependencies in Maven

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/developers/version-control.md
----------------------------------------------------------------------
diff --git a/website/developers/version-control.md b/website/developers/version-control.md
index bff986f..bf2f187 100644
--- a/website/developers/version-control.md
+++ b/website/developers/version-control.md
@@ -1,8 +1,8 @@
---
layout: page
title: Version Control
-theme:
- name: retro-mahout
+
+
---

# Version control access

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/clustering/canopy/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/clustering/canopy/index.md b/website/docs/latest/algorithms/clustering/canopy/index.md
index 50197ef..7161d78 100644
--- a/website/docs/latest/algorithms/clustering/canopy/index.md
+++ b/website/docs/latest/algorithms/clustering/canopy/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Canopy Clustering
-theme:
- name: retro-mahout
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/clustering/distance-metrics.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/clustering/distance-metrics.md b/website/docs/latest/algorithms/clustering/distance-metrics.md
index 17d366b..7203b9d 100644
--- a/website/docs/latest/algorithms/clustering/distance-metrics.md
+++ b/website/docs/latest/algorithms/clustering/distance-metrics.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Distance Metrics
-theme:
- name: retro-mahout
+
+
---

### Distance Metrics Supported By Mahout

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/clustering/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/clustering/index.md b/website/docs/latest/algorithms/clustering/index.md
index 9832485..b1c9c8b 100644
--- a/website/docs/latest/algorithms/clustering/index.md
+++ b/website/docs/latest/algorithms/clustering/index.md
@@ -1,6 +1,6 @@
---
layout: doc-page
title: Clustering Algorithms
-theme:
- name: retro-mahout
+
+
---

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/linear-algebra/d-qr.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/linear-algebra/d-qr.md b/website/docs/latest/algorithms/linear-algebra/d-qr.md
index 0863d32..2a0262f 100644
--- a/website/docs/latest/algorithms/linear-algebra/d-qr.md
+++ b/website/docs/latest/algorithms/linear-algebra/d-qr.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Distributed Cholesky QR
-theme:
- name: retro-mahout
+
+
---

## Intro

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/linear-algebra/d-spca.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/linear-algebra/d-spca.md b/website/docs/latest/algorithms/linear-algebra/d-spca.md
index 7ff0d60..ba10f57 100644
--- a/website/docs/latest/algorithms/linear-algebra/d-spca.md
+++ b/website/docs/latest/algorithms/linear-algebra/d-spca.md
@@ -2,8 +2,8 @@
layout: doc-page

title: Distributed Stochastic PCA
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/linear-algebra/d-ssvd.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/linear-algebra/d-ssvd.md b/website/docs/latest/algorithms/linear-algebra/d-ssvd.md
index 3b8bedc..364cd31 100644
--- a/website/docs/latest/algorithms/linear-algebra/d-ssvd.md
+++ b/website/docs/latest/algorithms/linear-algebra/d-ssvd.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Distributed Stochastic Singular Value Decomposition
-theme:
- name: retro-mahout
+
+
---

## Intro

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/linear-algebra/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/linear-algebra/index.md b/website/docs/latest/algorithms/linear-algebra/index.md
index d425625..fd4a2e1 100644
--- a/website/docs/latest/algorithms/linear-algebra/index.md
+++ b/website/docs/latest/algorithms/linear-algebra/index.md
@@ -2,8 +2,8 @@
layout: doc-page

title: Distributed Linear Algebra
-theme:
- name: retro-mahout
+
+
---

Mahout has a number of distributed linear algebra "algorithms" that, in concert with the mathematically expressive R-Like Scala DSL, make it possible for users to quickly "roll their own" distributed algorithms.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/bayesian.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/bayesian.md b/website/docs/latest/algorithms/map-reduce/classification/bayesian.md
index 2395b48..4eadc8c 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/bayesian.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/bayesian.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated)
-theme:
- name: retro-mahout
+
+
---

# Naive Bayes

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/class-discovery.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/class-discovery.md b/website/docs/latest/algorithms/map-reduce/classification/class-discovery.md
index a52c926..b25514a 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/class-discovery.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/class-discovery.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Class Discovery
-theme:
- name: retro-mahout
+
+
---
<a name="ClassDiscovery-ClassDiscovery"></a>
# Class Discovery

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/classifyingyourdata.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/classifyingyourdata.md b/website/docs/latest/algorithms/map-reduce/classification/classifyingyourdata.md
index 0cff5a9..f8d6d1a 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/classifyingyourdata.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/classifyingyourdata.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) ClassifyingYourData
-theme:
- name: retro-mahout
+
+
---

# Classifying data from the command line

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/collocations.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/collocations.md b/website/docs/latest/algorithms/map-reduce/classification/collocations.md
index a808cbd..1f38a87 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/collocations.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/collocations.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Collocations
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md b/website/docs/latest/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
index 53a4caa..23461c9 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/gaussian-discriminative-analysis.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Gaussian Discriminative Analysis
-theme:
- name: retro-mahout
+
+
---

<a name="GaussianDiscriminativeAnalysis-GaussianDiscriminativeAnalysis"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/hidden-markov-models.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/hidden-markov-models.md b/website/docs/latest/algorithms/map-reduce/classification/hidden-markov-models.md
index 0207075..2495ee0 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/hidden-markov-models.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/hidden-markov-models.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Hidden Markov Models
-theme:
- name: retro-mahout
+
+
---

# Hidden Markov Models

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/independent-component-analysis.md
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diff --git a/website/docs/latest/algorithms/map-reduce/classification/independent-component-analysis.md b/website/docs/latest/algorithms/map-reduce/classification/independent-component-analysis.md
index 50ed479..d072d8a 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/independent-component-analysis.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/independent-component-analysis.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Independent Component Analysis
-theme:
- name: retro-mahout
+
+
---

<a name="IndependentComponentAnalysis-IndependentComponentAnalysis"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/locally-weighted-linear-regression.md b/website/docs/latest/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
index be5afc6..13d929a 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/locally-weighted-linear-regression.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Locally Weighted Linear Regression
-theme:
- name: retro-mahout
+
+
---

<a name="LocallyWeightedLinearRegression-LocallyWeightedLinearRegression"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/logistic-regression.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/logistic-regression.md b/website/docs/latest/algorithms/map-reduce/classification/logistic-regression.md
index fe219f2..84d2e8e 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/logistic-regression.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/logistic-regression.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Logistic Regression
-theme:
- name: retro-mahout
+
+
---

<a name="LogisticRegression-LogisticRegression(SGD)"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/mahout-collections.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/mahout-collections.md b/website/docs/latest/algorithms/map-reduce/classification/mahout-collections.md
index a7a9f40..5631add 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/mahout-collections.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/mahout-collections.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) mahout-collections
-theme:
- name: retro-mahout
+
+
---

# Mahout collections

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/mlp.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/mlp.md b/website/docs/latest/algorithms/map-reduce/classification/mlp.md
index d5f5cd1..2c9cd8d 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/mlp.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/mlp.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Multilayer Perceptron
-theme:
- name: retro-mahout
+
+
---

Multilayer Perceptron

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/naivebayes.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/naivebayes.md b/website/docs/latest/algorithms/map-reduce/classification/naivebayes.md
index 626ef96..acfffd5 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/naivebayes.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/naivebayes.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) NaiveBayes
-theme:
- name: retro-mahout
+
+
---

<a name="NaiveBayes-NaiveBayes"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/neural-network.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/neural-network.md b/website/docs/latest/algorithms/map-reduce/classification/neural-network.md
index 7687e63..1369ba8 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/neural-network.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/neural-network.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Neural Network
-theme:
- name: retro-mahout
+
+
---

<a name="NeuralNetwork-NeuralNetworks"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/partial-implementation.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/classification/partial-implementation.md b/website/docs/latest/algorithms/map-reduce/classification/partial-implementation.md
index 0f6d3b8..bc9a1fc 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/partial-implementation.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/partial-implementation.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Partial Implementation
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/random-forests.md
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diff --git a/website/docs/latest/algorithms/map-reduce/classification/random-forests.md b/website/docs/latest/algorithms/map-reduce/classification/random-forests.md
index 4b18425..b7b78c4 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/random-forests.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/random-forests.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Random Forests
-theme:
- name: retro-mahout
+
+
---

<a name="RandomForests-HowtogrowaDecisionTree"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
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diff --git a/website/docs/latest/algorithms/map-reduce/classification/restricted-boltzmann-machines.md b/website/docs/latest/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
index 5d0754e..5fb8479 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/restricted-boltzmann-machines.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Restricted Boltzmann Machines
-theme:
- name: retro-mahout
+
+
---

NOTE: This implementation is a Work-In-Progress, at least till September,

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/classification/support-vector-machines.md
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diff --git a/website/docs/latest/algorithms/map-reduce/classification/support-vector-machines.md b/website/docs/latest/algorithms/map-reduce/classification/support-vector-machines.md
index 43d4cc1..0d3ea60 100644
--- a/website/docs/latest/algorithms/map-reduce/classification/support-vector-machines.md
+++ b/website/docs/latest/algorithms/map-reduce/classification/support-vector-machines.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Support Vector Machines
-theme:
- name: retro-mahout
+
+
---

<a name="SupportVectorMachines-SupportVectorMachines"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/canopy-clustering.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/canopy-clustering.md b/website/docs/latest/algorithms/map-reduce/clustering/canopy-clustering.md
index ae31ff7..7871032 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/canopy-clustering.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/canopy-clustering.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Canopy Clustering
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/cluster-dumper.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/cluster-dumper.md b/website/docs/latest/algorithms/map-reduce/clustering/cluster-dumper.md
index 8706468..ab43ed0 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/cluster-dumper.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/cluster-dumper.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Cluster Dumper
-theme:
- name: retro-mahout
+
+
---

<a name="ClusterDumper-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/expectation-maximization.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/expectation-maximization.md b/website/docs/latest/algorithms/map-reduce/clustering/expectation-maximization.md
index 5dfd692..72b0b50 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/expectation-maximization.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/expectation-maximization.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Expectation Maximization
-theme:
- name: retro-mahout
+
+
---
<a name="ExpectationMaximization-ExpectationMaximization"></a>
# Expectation Maximization

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/fuzzy-k-means.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/fuzzy-k-means.md b/website/docs/latest/algorithms/map-reduce/clustering/fuzzy-k-means.md
index f6a9226..7e8a554 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/fuzzy-k-means.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/fuzzy-k-means.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Fuzzy K-Means
-theme:
- name: retro-mahout
+
+
---

Fuzzy K-Means (also called Fuzzy C-Means) is an extension of [K-Means](http://mahout.apache.org/users/clustering/k-means-clustering.html)

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/hierarchical-clustering.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/hierarchical-clustering.md b/website/docs/latest/algorithms/map-reduce/clustering/hierarchical-clustering.md
index 00ab394..3270f8b 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/hierarchical-clustering.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/hierarchical-clustering.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Hierarchical Clustering
-theme:
- name: retro-mahout
+
+
---
Hierarchical clustering is the process or finding bigger clusters, and also
the smaller clusters inside the bigger clusters.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/k-means-clustering.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/k-means-clustering.md b/website/docs/latest/algorithms/map-reduce/clustering/k-means-clustering.md
index 4ea95cc..78e25b1 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/k-means-clustering.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/k-means-clustering.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) K-Means Clustering
-theme:
- name: retro-mahout
+
+
---

# k-Means clustering - basics

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/latent-dirichlet-allocation.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/latent-dirichlet-allocation.md b/website/docs/latest/algorithms/map-reduce/clustering/latent-dirichlet-allocation.md
index b161416..8506354 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/latent-dirichlet-allocation.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/latent-dirichlet-allocation.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Latent Dirichlet Allocation
-theme:
- name: retro-mahout
+
+
---

<a name="LatentDirichletAllocation-Overview"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.md b/website/docs/latest/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.md
index 467815b..a711fc6 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/llr---log-likelihood-ratio.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) LLR - Log-likelihood Ratio
-theme:
- name: retro-mahout
+
+
---

# Likelihood ratio test

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/spectral-clustering.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/spectral-clustering.md b/website/docs/latest/algorithms/map-reduce/clustering/spectral-clustering.md
index 9e53956..f643fbf 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/spectral-clustering.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/spectral-clustering.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Spectral Clustering
-theme:
- name: retro-mahout
+
+
---

# Spectral Clustering Overview

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/clustering/streaming-k-means.md
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diff --git a/website/docs/latest/algorithms/map-reduce/clustering/streaming-k-means.md b/website/docs/latest/algorithms/map-reduce/clustering/streaming-k-means.md
index b06fd0b..d040058 100644
--- a/website/docs/latest/algorithms/map-reduce/clustering/streaming-k-means.md
+++ b/website/docs/latest/algorithms/map-reduce/clustering/streaming-k-means.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Spectral Clustering
-theme:
- name: retro-mahout
+
+
---

# *StreamingKMeans* algorithm

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/map-reduce/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/map-reduce/index.md b/website/docs/latest/algorithms/map-reduce/index.md
index 8d38631..3625b4b 100644
--- a/website/docs/latest/algorithms/map-reduce/index.md
+++ b/website/docs/latest/algorithms/map-reduce/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Deprecated Map Reduce Algorithms
-theme:
- name: mahout2
+
+
---

### Classification

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/preprocessors/AsFactor.md
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diff --git a/website/docs/latest/algorithms/preprocessors/AsFactor.md b/website/docs/latest/algorithms/preprocessors/AsFactor.md
index 69c174b..7e16cde 100644
--- a/website/docs/latest/algorithms/preprocessors/AsFactor.md
+++ b/website/docs/latest/algorithms/preprocessors/AsFactor.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: AsFactor
-theme:
- name: mahout2
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/preprocessors/MeanCenter.md
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diff --git a/website/docs/latest/algorithms/preprocessors/MeanCenter.md b/website/docs/latest/algorithms/preprocessors/MeanCenter.md
index 379aeb8..4e6020d 100644
--- a/website/docs/latest/algorithms/preprocessors/MeanCenter.md
+++ b/website/docs/latest/algorithms/preprocessors/MeanCenter.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: MeanCenter
-theme:
- name: mahout2
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/preprocessors/StandardScaler.md
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diff --git a/website/docs/latest/algorithms/preprocessors/StandardScaler.md b/website/docs/latest/algorithms/preprocessors/StandardScaler.md
index 8e0d29d..865462a 100644
--- a/website/docs/latest/algorithms/preprocessors/StandardScaler.md
+++ b/website/docs/latest/algorithms/preprocessors/StandardScaler.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: StandardScaler
-theme:
- name: mahout2
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/preprocessors/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/preprocessors/index.md b/website/docs/latest/algorithms/preprocessors/index.md
index ba734e4..9a79c60 100644
--- a/website/docs/latest/algorithms/preprocessors/index.md
+++ b/website/docs/latest/algorithms/preprocessors/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Preprocesors
-theme:
- name: mahout2
+
+
---

[AsFactor](AsFactor.html) - For "one-hot-encoding"

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/reccomenders/cco.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/reccomenders/cco.md b/website/docs/latest/algorithms/reccomenders/cco.md
index 0734179..2a35c10 100644
--- a/website/docs/latest/algorithms/reccomenders/cco.md
+++ b/website/docs/latest/algorithms/reccomenders/cco.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Intro to Cooccurrence Recommenders with Spark
-theme:
- name: retro-mahout
+
+
---

Mahout provides several important building blocks for creating recommendations using Spark. *spark-itemsimilarity* can

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/reccomenders/d-als.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/reccomenders/d-als.md b/website/docs/latest/algorithms/reccomenders/d-als.md
index 8a2c514..16e2f5b 100644
--- a/website/docs/latest/algorithms/reccomenders/d-als.md
+++ b/website/docs/latest/algorithms/reccomenders/d-als.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara Distributed ALS
-theme:
- name: mahout2
+
+
---
Seems like someone has jacked up this page?
TODO: Find the ALS Page

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/reccomenders/index.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/reccomenders/index.md b/website/docs/latest/algorithms/reccomenders/index.md
index 50f1533..1239acf 100644
--- a/website/docs/latest/algorithms/reccomenders/index.md
+++ b/website/docs/latest/algorithms/reccomenders/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Recommender Quickstart
-theme:
- name: retro-mahout
+
+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/regression/fittness-tests.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/regression/fittness-tests.md b/website/docs/latest/algorithms/regression/fittness-tests.md
index 53fe337..8ddd5b8 100644
--- a/website/docs/latest/algorithms/regression/fittness-tests.md
+++ b/website/docs/latest/algorithms/regression/fittness-tests.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Regression Fitness Tests
-theme:
- name: mahout2
+
+
---

TODO: Fill this out!

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/regression/index.md
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diff --git a/website/docs/latest/algorithms/regression/index.md b/website/docs/latest/algorithms/regression/index.md
index 45a2cf0..acdc2d2 100644
--- a/website/docs/latest/algorithms/regression/index.md
+++ b/website/docs/latest/algorithms/regression/index.md
@@ -2,8 +2,8 @@
layout: doc-page

title: Regressoin Algorithms
-theme:
- name: retro-mahout
+
+
---

Apache Mahout implements the following regression algorithms "off the shelf".

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/regression/ols.md
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diff --git a/website/docs/latest/algorithms/regression/ols.md b/website/docs/latest/algorithms/regression/ols.md
index 73db70d..7b5ce2a 100644
--- a/website/docs/latest/algorithms/regression/ols.md
+++ b/website/docs/latest/algorithms/regression/ols.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Ordinary Least Squares Regression
-theme:
- name: mahout2
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/regression/serial-correlation/cochrane-orcutt.md
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diff --git a/website/docs/latest/algorithms/regression/serial-correlation/cochrane-orcutt.md b/website/docs/latest/algorithms/regression/serial-correlation/cochrane-orcutt.md
index 8390f8b..71b5581 100644
--- a/website/docs/latest/algorithms/regression/serial-correlation/cochrane-orcutt.md
+++ b/website/docs/latest/algorithms/regression/serial-correlation/cochrane-orcutt.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Cochrane-Orcutt Procedure
-theme:
- name: mahout2
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/regression/serial-correlation/dw-test.md
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diff --git a/website/docs/latest/algorithms/regression/serial-correlation/dw-test.md b/website/docs/latest/algorithms/regression/serial-correlation/dw-test.md
index 6802412..2b0cc66 100644
--- a/website/docs/latest/algorithms/regression/serial-correlation/dw-test.md
+++ b/website/docs/latest/algorithms/regression/serial-correlation/dw-test.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Durbin-Watson Test
-theme:
- name: mahout2
+
+
---

### About

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/algorithms/template.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/algorithms/template.md b/website/docs/latest/algorithms/template.md
index 6436271..e9d86e5 100644
--- a/website/docs/latest/algorithms/template.md
+++ b/website/docs/latest/algorithms/template.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: AsFactor
-theme:
- name: mahout2
+
+
---

TODO: Fill this out!

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/changelog.md
----------------------------------------------------------------------
diff --git a/website/docs/latest/changelog.md b/website/docs/latest/changelog.md
index 7965e9d..dbc70a0 100755
--- a/website/docs/latest/changelog.md
+++ b/website/docs/latest/changelog.md
@@ -14,7 +14,7 @@ P.S. If there is a standard (popular) changelog format, please let me know.
- Small typo fixes.

- **Bug Fixes**
- - @xuhdev fixes theme:install bug which does not overwrite theme even if saying 'yes'.
+ - @xuhdev fixes install bug which does not overwrite theme even if saying 'yes'.

- **0.2.13 : 2012.03.24**
- **Features**

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/distributed/flink-bindings.md
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diff --git a/website/docs/latest/distributed/flink-bindings.md b/website/docs/latest/distributed/flink-bindings.md
index 83d3efa..3ac0c24 100644
--- a/website/docs/latest/distributed/flink-bindings.md
+++ b/website/docs/latest/distributed/flink-bindings.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara Flink Bindings
-theme:
- name: mahout2
+
+
---
# Introduction


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/distributed/h2o-internals.md
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diff --git a/website/docs/latest/distributed/h2o-internals.md b/website/docs/latest/distributed/h2o-internals.md
index 709c694..8950478 100644
--- a/website/docs/latest/distributed/h2o-internals.md
+++ b/website/docs/latest/distributed/h2o-internals.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara H20 Bindings
-theme:
- name: mahout2
+
+
---
# Introduction


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/distributed/spark-bindings/faq.md
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diff --git a/website/docs/latest/distributed/spark-bindings/faq.md b/website/docs/latest/distributed/spark-bindings/faq.md
index bf7b3da..68ca40a 100644
--- a/website/docs/latest/distributed/spark-bindings/faq.md
+++ b/website/docs/latest/distributed/spark-bindings/faq.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: FAQ
-theme:
- name: retro-mahout
+
+
---

# FAQ for using Mahout with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/distributed/spark-bindings/index.md
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diff --git a/website/docs/latest/distributed/spark-bindings/index.md b/website/docs/latest/distributed/spark-bindings/index.md
index 8d6950c..2217593 100644
--- a/website/docs/latest/distributed/spark-bindings/index.md
+++ b/website/docs/latest/distributed/spark-bindings/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Spark Bindings
-theme:
- name: retro-mahout
+
+
---

# Scala & Spark Bindings:

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/mahout-samsara/faq.md
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diff --git a/website/docs/latest/mahout-samsara/faq.md b/website/docs/latest/mahout-samsara/faq.md
index 41bc659..347206a 100644
--- a/website/docs/latest/mahout-samsara/faq.md
+++ b/website/docs/latest/mahout-samsara/faq.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara
-theme:
- name: mahout2
+
+
---
# FAQ for using Mahout with Spark


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/mahout-samsara/in-core-reference.md
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diff --git a/website/docs/latest/mahout-samsara/in-core-reference.md b/website/docs/latest/mahout-samsara/in-core-reference.md
index d372697..caa0a24 100644
--- a/website/docs/latest/mahout-samsara/in-core-reference.md
+++ b/website/docs/latest/mahout-samsara/in-core-reference.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara In Core
-theme:
- name: mahout2
+
+
---
## Mahout-Samsara's In-Core Linear Algebra DSL Reference


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/mahout-samsara/out-of-core-reference.md
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diff --git a/website/docs/latest/mahout-samsara/out-of-core-reference.md b/website/docs/latest/mahout-samsara/out-of-core-reference.md
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--- a/website/docs/latest/mahout-samsara/out-of-core-reference.md
+++ b/website/docs/latest/mahout-samsara/out-of-core-reference.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Mahout Samsara Out of Core
-theme:
- name: mahout2
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---
# Mahout-Samsara's Distributed Linear Algebra DSL Reference


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/native-solvers/cuda.md
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diff --git a/website/docs/latest/native-solvers/cuda.md b/website/docs/latest/native-solvers/cuda.md
index e2b6eb1..4585cec 100644
--- a/website/docs/latest/native-solvers/cuda.md
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@@ -1,6 +1,6 @@
---
layout: doc-page
title: Native Solvers- CUDA
-theme:
- name: mahout2
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---

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/native-solvers/viennacl-omp.md
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diff --git a/website/docs/latest/native-solvers/viennacl-omp.md b/website/docs/latest/native-solvers/viennacl-omp.md
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--- a/website/docs/latest/native-solvers/viennacl-omp.md
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@@ -1,6 +1,6 @@
---
layout: doc-page
title: Native Solvers- ViennaCL-OMP
-theme:
- name: mahout2
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---
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/native-solvers/viennacl.md
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diff --git a/website/docs/latest/native-solvers/viennacl.md b/website/docs/latest/native-solvers/viennacl.md
index c477376..39331f1 100644
--- a/website/docs/latest/native-solvers/viennacl.md
+++ b/website/docs/latest/native-solvers/viennacl.md
@@ -1,6 +1,6 @@
---
layout: doc-page
title: Native Solvers- ViennaCL
-theme:
- name: mahout2
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+
---
\ No newline at end of file

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/quickstart.md
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diff --git a/website/docs/latest/quickstart.md b/website/docs/latest/quickstart.md
index a66668c..d8d5f42 100644
--- a/website/docs/latest/quickstart.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: Quickstart
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- name: mahout2
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---
# Mahout Quick Start
# TODO : Fill this in with the bare essential basics

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/cco-lastfm/index.md
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diff --git a/website/docs/latest/tutorials/cco-lastfm/index.md b/website/docs/latest/tutorials/cco-lastfm/index.md
index 77c55c7..78106c8 100644
--- a/website/docs/latest/tutorials/cco-lastfm/index.md
+++ b/website/docs/latest/tutorials/cco-lastfm/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: CCOs with Last.fm
-theme:
- name: mahout2
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---

Most reccomender examples utilize the MovieLense dataset, but that relies only on ratings (which makes the recommender being demonstrated look less trivial). Right next to the MovieLense dataset is the LastFM data set. The LastFM dataset has ratings by user, friends of the user, bands listened to by user, and tags by user. This is the kind of exciting data set we’d like to work with!

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/eigenfaces/index.md
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diff --git a/website/docs/latest/tutorials/eigenfaces/index.md b/website/docs/latest/tutorials/eigenfaces/index.md
index 53b35e8..cb2b6bc 100644
--- a/website/docs/latest/tutorials/eigenfaces/index.md
+++ b/website/docs/latest/tutorials/eigenfaces/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Eigenfaces Demo
-theme:
- name: mahout3
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---

*Credit: [original blog post by rawkintrevo](https://rawkintrevo.org/2016/11/10/deep-magic-volume-3-eigenfaces/). This will be maintained through version changes, blog post will not.*

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/intro-cooccurrence-spark/index.md
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diff --git a/website/docs/latest/tutorials/intro-cooccurrence-spark/index.md b/website/docs/latest/tutorials/intro-cooccurrence-spark/index.md
index cbe4131..16d9e68 100644
--- a/website/docs/latest/tutorials/intro-cooccurrence-spark/index.md
+++ b/website/docs/latest/tutorials/intro-cooccurrence-spark/index.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: Intro to Cooccurrence Recommenders with Spark
-theme:
- name: retro-mahout
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---

# Intro to Cooccurrence Recommenders with Spark

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/classification/bankmarketing-example.md
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diff --git a/website/docs/latest/tutorials/map-reduce/classification/bankmarketing-example.md b/website/docs/latest/tutorials/map-reduce/classification/bankmarketing-example.md
index 070940f..df399eb 100644
--- a/website/docs/latest/tutorials/map-reduce/classification/bankmarketing-example.md
+++ b/website/docs/latest/tutorials/map-reduce/classification/bankmarketing-example.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated)
-theme:
- name: retro-mahout
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---

Notice: Licensed to the Apache Software Foundation (ASF) under one

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/classification/breiman-example.md
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diff --git a/website/docs/latest/tutorials/map-reduce/classification/breiman-example.md b/website/docs/latest/tutorials/map-reduce/classification/breiman-example.md
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--- a/website/docs/latest/tutorials/map-reduce/classification/breiman-example.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Breiman Example
-theme:
- name: retro-mahout
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---

#Breiman Example

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/classification/twenty-newsgroups.md
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diff --git a/website/docs/latest/tutorials/map-reduce/classification/twenty-newsgroups.md b/website/docs/latest/tutorials/map-reduce/classification/twenty-newsgroups.md
index 5047b9e..bc2f191 100644
--- a/website/docs/latest/tutorials/map-reduce/classification/twenty-newsgroups.md
+++ b/website/docs/latest/tutorials/map-reduce/classification/twenty-newsgroups.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Twenty Newsgroups
-theme:
- name: retro-mahout
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+
---



http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/classification/wikipedia-classifier-example.md
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diff --git a/website/docs/latest/tutorials/map-reduce/classification/wikipedia-classifier-example.md b/website/docs/latest/tutorials/map-reduce/classification/wikipedia-classifier-example.md
index 64f9ee0..43eb0e0 100644
--- a/website/docs/latest/tutorials/map-reduce/classification/wikipedia-classifier-example.md
+++ b/website/docs/latest/tutorials/map-reduce/classification/wikipedia-classifier-example.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Wikipedia XML parser and Naive Bayes Example
-theme:
- name: retro-mahout
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---
# Wikipedia XML parser and Naive Bayes Classifier Example


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/20newsgroups.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/20newsgroups.md b/website/docs/latest/tutorials/map-reduce/clustering/20newsgroups.md
index ff413b0..3363a22 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/20newsgroups.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/20newsgroups.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) 20Newsgroups
-theme:
- name: retro-mahout
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+
---

<a name="20Newsgroups-NaiveBayesusing20NewsgroupsData"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.md b/website/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.md
index 4ca54c7..57e0ab1 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/canopy-commandline.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) canopy-commandline
-theme:
- name: retro-mahout
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+
---

<a name="canopy-commandline-RunningCanopyClusteringfromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md b/website/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
index 762b344..39b3b12 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/clustering-of-synthetic-control-data.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Clustering of synthetic control data
-theme:
- name: retro-mahout
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---

# Clustering synthetic control data

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md b/website/docs/latest/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
index 636af83..7444843 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/clustering-seinfeld-episodes.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Clustering Seinfeld Episodes
-theme:
- name: retro-mahout
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---

Below is short tutorial on how to cluster Seinfeld episode transcripts with

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/clusteringyourdata.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/clusteringyourdata.md b/website/docs/latest/tutorials/map-reduce/clustering/clusteringyourdata.md
index a181b37..8d14b66 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/clusteringyourdata.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/clusteringyourdata.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) ClusteringYourData
-theme:
- name: retro-mahout
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---

# Clustering your data

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md b/website/docs/latest/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
index 9a3d4a1..1f9bfac 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/fuzzy-k-means-commandline.md
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---
layout: doc-page
title: (Deprecated) fuzzy-k-means-commandline
-theme:
- name: retro-mahout
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---

<a name="fuzzy-k-means-commandline-RunningFuzzyk-MeansClusteringfromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/k-means-commandline.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/k-means-commandline.md b/website/docs/latest/tutorials/map-reduce/clustering/k-means-commandline.md
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--- a/website/docs/latest/tutorials/map-reduce/clustering/k-means-commandline.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/k-means-commandline.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) k-means-commandline
-theme:
- name: retro-mahout
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---

<a name="k-means-commandline-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/lda-commandline.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/lda-commandline.md b/website/docs/latest/tutorials/map-reduce/clustering/lda-commandline.md
index b55f39a..4a3d44f 100644
--- a/website/docs/latest/tutorials/map-reduce/clustering/lda-commandline.md
+++ b/website/docs/latest/tutorials/map-reduce/clustering/lda-commandline.md
@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) lda-commandline
-theme:
- name: retro-mahout
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+
---

<a name="lda-commandline-RunningLatentDirichletAllocation(algorithm)fromtheCommandLine"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/viewing-result.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/viewing-result.md b/website/docs/latest/tutorials/map-reduce/clustering/viewing-result.md
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@@ -1,8 +1,8 @@
---
layout: doc-page
title: (Deprecated) Viewing Result
-theme:
- name: retro-mahout
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---
* [Algorithm Viewing pages](#ViewingResult-AlgorithmViewingpages)


http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/viewing-results.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/viewing-results.md b/website/docs/latest/tutorials/map-reduce/clustering/viewing-results.md
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---
layout: doc-page
title: (Deprecated) Viewing Results
-theme:
- name: retro-mahout
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---
<a name="ViewingResults-Intro"></a>
# Intro

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
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diff --git a/website/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.md b/website/docs/latest/tutorials/map-reduce/clustering/visualizing-sample-clusters.md
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---
layout: doc-page
title: (Deprecated) Visualizing Sample Clusters
-theme:
- name: retro-mahout
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---

<a name="VisualizingSampleClusters-Introduction"></a>

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/index.md
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diff --git a/website/docs/latest/tutorials/map-reduce/index.md b/website/docs/latest/tutorials/map-reduce/index.md
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---
layout: doc-page
title: (Deprecated) Deprecated Map Reduce Based Examples
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- name: mahout2
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---

A note about the sunsetting of our support for Map Reduce.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/misc/mr---map-reduce.md
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diff --git a/website/docs/latest/tutorials/map-reduce/misc/mr---map-reduce.md b/website/docs/latest/tutorials/map-reduce/misc/mr---map-reduce.md
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---
layout: doc-page
title: (Deprecated) MR - Map Reduce
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- name: retro-mahout
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---

{excerpt}MapReduce is a framework for processing huge datasets on certain

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
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diff --git a/website/docs/latest/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md b/website/docs/latest/tutorials/map-reduce/misc/parallel-frequent-pattern-mining.md
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---
layout: doc-page
title: (Deprecated) Parallel Frequent Pattern Mining
-theme:
- name: retro-mahout
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---
Mahout has a Top K Parallel FPGrowth Implementation. Its based on the paper [http://infolab.stanford.edu/~echang/recsys08-69.pdf](http://infolab.stanford.edu/~echang/recsys08-69.pdf)
with some optimisations in mining the data.

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/misc/perceptron-and-winnow.md
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diff --git a/website/docs/latest/tutorials/map-reduce/misc/perceptron-and-winnow.md b/website/docs/latest/tutorials/map-reduce/misc/perceptron-and-winnow.md
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---
layout: doc-page
title: (Deprecated) Perceptron and Winnow
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- name: retro-mahout
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---
<a name="PerceptronandWinnow-ClassificationwithPerceptronorWinnow"></a>
# Classification with Perceptron or Winnow

http://git-wip-us.apache.org/repos/asf/mahout/blob/5a07b51b/website/docs/latest/tutorials/map-reduce/misc/testing.md
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diff --git a/website/docs/latest/tutorials/map-reduce/misc/testing.md b/website/docs/latest/tutorials/map-reduce/misc/testing.md
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layout: doc-page
title: (Deprecated) Testing
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- name: retro-mahout
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---
<a name="Testing-Intro"></a>
# Intro