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* [SPARK-14817][ML][MLLIB][DOC] Made DataFrame-based API primary in MLlib guideJoseph K. Bradley2016-07-151-3/+5
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Made DataFrame-based API primary * Spark doc menu bar and other places now link to ml-guide.html, not mllib-guide.html * mllib-guide.html keeps RDD-specific list of features, with a link at the top redirecting people to ml-guide.html * ml-guide.html includes a "maintenance mode" announcement about the RDD-based API * **Reviewers: please check this carefully** * (minor) Titles for DF API no longer include "- spark.ml" suffix. Titles for RDD API have "- RDD-based API" suffix * Moved migration guide to ml-guide from mllib-guide * Also moved past guides from mllib-migration-guides to ml-migration-guides, with a redirect link on mllib-migration-guides * **Reviewers**: I did not change any of the content of the migration guides. Reorganized DataFrame-based guide: * ml-guide.html mimics the old mllib-guide.html page in terms of content: overview, migration guide, etc. * Moved Pipeline description into ml-pipeline.html and moved tuning into ml-tuning.html * **Reviewers**: I did not change the content of these guides, except some intro text. * Sidebar remains the same, but with pipeline and tuning sections added Other: * ml-classification-regression.html: Moved text about linear methods to new section in page ## How was this patch tested? Generated docs locally Author: Joseph K. Bradley <joseph@databricks.com> Closes #14213 from jkbradley/ml-guide-2.0.
* [SPARK-15394][ML][DOCS] User guide typos and grammar auditsethah2016-05-191-1/+1
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Correct some typos and incorrectly worded sentences. ## How was this patch tested? Doc changes only. Note that many of these changes were identified by whomfire01 Author: sethah <seth.hendrickson16@gmail.com> Closes #13180 from sethah/ml_guide_audit.
* [SPARK-14434][ML] User guide doc and examples for GaussianMixture in spark.mlwm624@hotmail.com2016-05-171-0/+82
| | | | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) Add guide doc and examples for GaussianMixture in Spark.ml in Java, Scala and Python. ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) Manual compile and test all examples Author: wm624@hotmail.com <wm624@hotmail.com> Closes #12788 from wangmiao1981/example.
* [SPARK-15305][ML][DOC] spark.ml document Bisectiong k-means has the ↵wm624@hotmail.com2016-05-161-3/+1
| | | | | | | | | | | | | | | | | | | | | | incorrect format ## What changes were proposed in this pull request? (Please fill in changes proposed in this fix) The generated document has the incorrect format for biseckmeans. ![bug](https://cloud.githubusercontent.com/assets/5033592/15233120/d910098a-185a-11e6-901d-44aeafc8a011.jpg) ## How was this patch tested? (Please explain how this patch was tested. E.g. unit tests, integration tests, manual tests) Fix the formatting. ![fix](https://cloud.githubusercontent.com/assets/5033592/15233136/fce2ccd0-185a-11e6-9ded-14d71da4bdab.jpg) Author: wm624@hotmail.com <wm624@hotmail.com> Closes #13083 from wangmiao1981/doc.
* [SPARK-15150][EXAMPLE][DOC] Update LDA examplesZheng RuiFeng2016-05-111-1/+6
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? 1,create a libsvm-type dataset for lda: `data/mllib/sample_lda_libsvm_data.txt` 2,add python example 3,directly read the datafile in examples 4,BTW, change to `SparkSession` in `aft_survival_regression.py` ## How was this patch tested? manual tests `./bin/spark-submit examples/src/main/python/ml/lda_example.py` Author: Zheng RuiFeng <ruifengz@foxmail.com> Closes #12927 from zhengruifeng/lda_pe.
* [SPARK-15149][EXAMPLE][DOC] update kmeans exampleZheng RuiFeng2016-05-111-0/+5
| | | | | | | | | | | | | | | | ## What changes were proposed in this pull request? Python example for ml.kmeans already exists, but not included in user guide. 1,small changes like: `example_on` `example_off` 2,add it to user guide 3,update examples to directly read datafile ## How was this patch tested? manual tests `./bin/spark-submit examples/src/main/python/ml/kmeans_example.py Author: Zheng RuiFeng <ruifengz@foxmail.com> Closes #12925 from zhengruifeng/km_pe.
* [SPARK-14340][EXAMPLE][DOC] Update Examples and User Guide for ↵Zheng RuiFeng2016-05-111-1/+36
| | | | | | | | | | | | | | | | | | ml.BisectingKMeans ## What changes were proposed in this pull request? 1, add BisectingKMeans to ml-clustering.md 2, add the missing Scala BisectingKMeansExample 3, create a new datafile `data/mllib/sample_kmeans_data.txt` ## How was this patch tested? manual tests Author: Zheng RuiFeng <ruifengz@foxmail.com> Closes #11844 from zhengruifeng/doc_bkm.
* [SPARK-12215][ML][DOC] User guide section for KMeans in spark.mlYu ISHIKAWA2015-12-161-0/+71
| | | | | | | | cc jkbradley Author: Yu ISHIKAWA <yuu.ishikawa@gmail.com> Closes #10244 from yu-iskw/SPARK-12215.
* [SPARK-12212][ML][DOC] Clarifies the difference between spark.ml, ↵Timothy Hunter2015-12-101-2/+2
| | | | | | | | | | | | spark.mllib and mllib in the documentation. Replaces a number of occurences of `MLlib` in the documentation that were meant to refer to the `spark.mllib` package instead. It should clarify for new users the difference between `spark.mllib` (the package) and MLlib (the umbrella project for ML in spark). It also removes some files that I forgot to delete with #10207 Author: Timothy Hunter <timhunter@databricks.com> Closes #10234 from thunterdb/12212.
* [SPARK-8517][ML][DOC] Reorganizes the spark.ml user guideTimothy Hunter2015-12-081-0/+5
| | | | | | | | | | 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.
* [SPARK-11689][ML] Add user guide and example code for LDA under spark.mlYuhao Yang2015-11-301-0/+31
| | | | | | | | | | | | | | jira: https://issues.apache.org/jira/browse/SPARK-11689 Add simple user guide for LDA under spark.ml and example code under examples/. Use include_example to include example code in the user guide markdown. Check SPARK-11606 for instructions. Original PR is reverted due to document build error. https://github.com/apache/spark/pull/9722 mengxr feynmanliang yinxusen Sorry for the troubling. Author: Yuhao Yang <hhbyyh@gmail.com> Closes #9974 from hhbyyh/ldaMLExample.
* Revert "[SPARK-11689][ML] Add user guide and example code for LDA under ↵Xiangrui Meng2015-11-201-30/+0
| | | | | | spark.ml" This reverts commit e359d5dcf5bd300213054ebeae9fe75c4f7eb9e7.
* [SPARK-11689][ML] Add user guide and example code for LDA under spark.mlYuhao Yang2015-11-201-0/+30
jira: https://issues.apache.org/jira/browse/SPARK-11689 Add simple user guide for LDA under spark.ml and example code under examples/. Use include_example to include example code in the user guide markdown. Check SPARK-11606 for instructions. Author: Yuhao Yang <hhbyyh@gmail.com> Closes #9722 from hhbyyh/ldaMLExample.
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