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author | Timothy Hunter <timhunter@databricks.com> | 2015-12-08 18:40:21 -0800 |
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committer | Joseph K. Bradley <joseph@databricks.com> | 2015-12-08 18:40:21 -0800 |
commit | 765c67f5f2e0b1367e37883f662d313661e3a0d9 (patch) | |
tree | d8f03ee26be1dd0e6d427a9f0edab31447fb9856 /docs/mllib-guide.md | |
parent | 39594894232e0b70c5ca8b0df137da0d61223fd5 (diff) | |
download | spark-765c67f5f2e0b1367e37883f662d313661e3a0d9.tar.gz spark-765c67f5f2e0b1367e37883f662d313661e3a0d9.tar.bz2 spark-765c67f5f2e0b1367e37883f662d313661e3a0d9.zip |
[SPARK-8517][ML][DOC] Reorganizes the spark.ml user guide
This PR moves pieces of the spark.ml user guide to reflect suggestions in SPARK-8517. It does not introduce new content, as requested.
<img width="192" alt="screen shot 2015-12-08 at 11 36 00 am" src="https://cloud.githubusercontent.com/assets/7594753/11666166/e82b84f2-9d9f-11e5-8904-e215424d8444.png">
Author: Timothy Hunter <timhunter@databricks.com>
Closes #10207 from thunterdb/spark-8517.
Diffstat (limited to 'docs/mllib-guide.md')
-rw-r--r-- | docs/mllib-guide.md | 15 |
1 files changed, 7 insertions, 8 deletions
diff --git a/docs/mllib-guide.md b/docs/mllib-guide.md index 43772adcf2..3bc2b78060 100644 --- a/docs/mllib-guide.md +++ b/docs/mllib-guide.md @@ -66,15 +66,14 @@ We list major functionality from both below, with links to detailed guides. # spark.ml: high-level APIs for ML pipelines -**[spark.ml programming guide](ml-guide.html)** provides an overview of the Pipelines API and major -concepts. It also contains sections on using algorithms within the Pipelines API, for example: - -* [Feature extraction, transformation, and selection](ml-features.html) +* [Overview: estimators, transformers and pipelines](ml-intro.html) +* [Extracting, transforming and selecting features](ml-features.html) +* [Classification and regression](ml-classification-regression.html) * [Clustering](ml-clustering.html) -* [Decision trees for classification and regression](ml-decision-tree.html) -* [Ensembles](ml-ensembles.html) -* [Linear methods with elastic net regularization](ml-linear-methods.html) -* [Multilayer perceptron classifier](ml-ann.html) +* [Advanced topics](ml-advanced.html) + +Some techniques are not available yet in spark.ml, most notably dimensionality reduction +Users can seemlessly combine the implementation of these techniques found in `spark.mllib` with the rest of the algorithms found in `spark.ml`. # Dependencies |