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Posted to commits@mahout.apache.org by ss...@apache.org on 2014/03/05 01:27:46 UTC
svn commit: r1574269 -
/mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
Author: ssc
Date: Wed Mar 5 00:27:46 2014
New Revision: 1574269
URL: http://svn.apache.org/r1574269
Log:
CMS commit to mahout by ssc
Modified:
mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
Modified: mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
URL: http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext?rev=1574269&r1=1574268&r2=1574269&view=diff
==============================================================================
--- mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext (original)
+++ mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext Wed Mar 5 00:27:46 2014
@@ -1,7 +1,7 @@
Title: Algorithms
<a name="Algorithms-CollaborativeFiltering"></a>
-# Collaborative Filtering
+## Collaborative Filtering
* User-Based Collaborative Filtering - **single machine**
* Item-Based Collaborative Filtering - **single machine / MapReduce**
@@ -10,7 +10,7 @@ Title: Algorithms
* Weighted Matrix Factorization, SVD++, Parallel SGD - **single machine**
<a name="Algorithms-Classification"></a>
-# Classification
+## Classification
* [Logistic Regression](../classification/logistic-regression.html) - trained via SGD - **single machine**
* [Naive Bayes/ Complementary Naive Bayes](../classification/bayesian.html) - **MapReduce**
@@ -18,7 +18,7 @@ Title: Algorithms
* [Hidden Markov Models](../stuff/hidden-markov-models.html) - **single machine**
<a name="Algorithms-Clustering"></a>
-# Clustering
+## Clustering
* [Canopy Clustering](../clustering/canopy-clustering.html) - **MapReduce**
* [k-Means Clustering](../clustering/k-means-clustering.html) - **MapReduce**
@@ -28,7 +28,7 @@ Title: Algorithms
<a name="Algorithms-DimensionalityReduction"></a>
-# Dimensionality Reduction
+## Dimensionality Reduction
* Singular Value Decomposition - **single machine**
* Lanczos Algorithm - **single machine / MapReduce**
@@ -36,7 +36,7 @@ Title: Algorithms
* Principal Component Analysis (via Stochastic SVD)- **single machine / MapReduce**
<a name="Algorithms-TopicModels"></a>
-# Topic Models
+## Topic Models
* [Latent Dirichlet Allocation](../clustering/latent-dirichlet-allocation.html) - **single machine / MapReduce**