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From apalu...@apache.org
Subject svn commit: r1668507 - /mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext
Date Mon, 23 Mar 2015 01:02:55 GMT
Author: apalumbo
Date: Mon Mar 23 01:02:54 2015
New Revision: 1668507

URL: http://svn.apache.org/r1668507
Log:
updated algorithms page- marked decompositions for spark, h2o, removed CLI references

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=1668507&r1=1668506&r2=1668507&view=diff
==============================================================================
--- mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext (original)
+++ mahout/site/mahout_cms/trunk/content/users/basics/algorithms.mdtext Mon Mar 23 01:02:54
2015
@@ -1,7 +1,7 @@
 Title: Algorithms
 
 ---
-*Mahout 1.0 Features by Engine (unreleased)*   
+*Mahout 0.10.0 Features by Engine (unreleased)*   
 ---
 *All Single Machine and MapReduce features are available in the latest 0.9 release*
 
@@ -13,33 +13,33 @@ Title: Algorithms
 **Mahout Interactive Shell**| 
 |   [Interactive REPL shell for Spark optimized Mahout DSL](http://mahout.apache.org/users/sparkbindings/play-with-shell.html)
| | | x |
 ||
-**Collaborative Filtering** *with CLI Drivers*|
+**Collaborative Filtering** |
     User-Based Collaborative Filtering           | x |  |[x](https://mahout.apache.org/users/algorithms/intro-cooccurrence-spark.html)
     Item-Based Collaborative Filtering           | x | [x](https://mahout.apache.org/users/recommender/intro-itembased-hadoop.html)
| [x](https://mahout.apache.org/users/algorithms/intro-cooccurrence-spark.html) |
     Matrix Factorization with ALS | x | [x](https://mahout.apache.org/users/recommender/intro-als-hadoop.html)
|  |
     Matrix Factorization with ALS on Implicit Feedback | x | [x](https://mahout.apache.org/users/recommender/intro-als-hadoop.html)
|  |
     Weighted Matrix Factorization, SVD++  | x | | 
 ||
-**Classification** *with CLI Drivers*| | |
+**Classification** | | |
     Logistic Regression - trained via SGD   | [x](http://mahout.apache.org/users/classification/logistic-regression.html)
|
     Naive Bayes / Complementary Naive Bayes  | | [x](https://mahout.apache.org/users/classification/bayesian.html)
| [x](https://mahout.apache.org/users/algorithms/spark-naive-bayes.html) |  
     Random Forest | | [x](https://mahout.apache.org/users/classification/partial-implementation.html)|
     Hidden Markov Models   | [x](https://mahout.apache.org/users/classification/hidden-markov-models.html)
|
     Multilayer Perceptron  | x |
 ||
-**Clustering** *with CLI Drivers*||
+**Clustering** ||
     Canopy Clustering  | [*deprecated*](https://mahout.apache.org/users/clustering/canopy-clustering.html)
| [*deprecated*](https://mahout.apache.org/users/clustering/canopy-clustering.html)| 
     k-Means Clustering   | [x](https://mahout.apache.org/users/clustering/k-means-clustering.html)
| [x](https://mahout.apache.org/users/clustering/k-means-clustering.html) |  
     Fuzzy k-Means   | [x](https://mahout.apache.org/users/clustering/fuzzy-k-means.html)
| [x](https://mahout.apache.org/users/clustering/fuzzy-k-means.html)|  
     Streaming k-Means   | [x](https://mahout.apache.org/users/clustering/streaming-k-means.html)
| [x](https://mahout.apache.org/users/clustering/streaming-k-means.html) |  
     Spectral Clustering   |  | [x](https://mahout.apache.org/users/clustering/spectral-clustering.html)
|  
 ||
-**Dimensionality Reduction** *with CLI Drivers - note: most scala-based dimensionality reduction
algorithms are available through the [Mahout Math-Scala Core Library for all engines](https://mahout.apache.org/users/sparkbindings/home.html)*||
-    Singular Value Decomposition | x | x | |
+**Dimensionality Reduction** * note: most scala-based dimensionality reduction algorithms
are available through the [Mahout Math-Scala Core Library for all engines](https://mahout.apache.org/users/sparkbindings/home.html)*||
+    Singular Value Decomposition | x | x | [x](http://mahout.apache.org/users/sparkbindings/home.html)
|[x](http://mahout.apache.org/users/sparkbindings/home.html)
     Lanczos Algorithm  | x | x | 
-    Stochastic SVD  | [x](https://mahout.apache.org/users/dim-reduction/ssvd.html) | [x](https://mahout.apache.org/users/dim-reduction/ssvd.html)
|  |
-    PCA (via Stochastic SVD) | x | x |  |
-    QR Decomposition         | x | x |  |
+    Stochastic SVD  | [x](https://mahout.apache.org/users/dim-reduction/ssvd.html) | [x](https://mahout.apache.org/users/dim-reduction/ssvd.html)
| [x](http://mahout.apache.org/users/sparkbindings/home.html) | [x](http://mahout.apache.org/users/sparkbindings/home.html)
+    PCA (via Stochastic SVD) | x | x | [x](http://mahout.apache.org/users/sparkbindings/home.html)
 |[x](http://mahout.apache.org/users/sparkbindings/home.html)
+    QR Decomposition         | x | x | [x](http://mahout.apache.org/users/sparkbindings/home.html)
|[x](http://mahout.apache.org/users/sparkbindings/home.html)
 ||
 **Topic Models**||
     Latent Dirichlet Allocation  | x | x |



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