GitHub user hhbyyh opened a pull request:
https://github.com/apache/spark/pull/15415
[SPARK-14501][ML] spark.ml API for FPGrowth
## What changes were proposed in this pull request?
jira: https://issues.apache.org/jira/browse/SPARK-14503
Function parity: Add FPGrowth and AssociationRules to ML.
Currently I make FPGrowthModel a transformer. For each association rule,
it will just examine the input items against antecedents and summarize the
consequents.
## How was this patch tested?
new unit test suites
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/hhbyyh/spark mlfpm
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/15415.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #15415
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commit 710f257940ebe1c8c65a9ed47fe008b759b170db
Author: Yuhao Yang <[email protected]>
Date: 2016-06-15T09:12:20Z
initial fpm
commit b8d117de6112a2daaaeb67ee5e548f774a4b709d
Author: Yuhao Yang <[email protected]>
Date: 2016-06-16T08:45:40Z
add ass rule
commit bc9b830ff4bd5b33051a79f28035db6873a5f26c
Author: Yuhao Yang <[email protected]>
Date: 2016-07-10T19:58:17Z
Merge remote-tracking branch 'upstream/master' into mlfpm
commit 5764e5932fc50286591c296d4a9661dd72120c62
Author: Yuhao Yang <[email protected]>
Date: 2016-07-11T01:20:24Z
Merge remote-tracking branch 'upstream/master' into mlfpm
commit 1ca4e45f17978aa5edc1c32d9bde257734c21953
Author: Yuhao Yang <[email protected]>
Date: 2016-07-11T06:46:28Z
Merge remote-tracking branch 'upstream/master' into mlfpm
commit c30dd7c5705ce42e15bf931f7edfd707116e5b13
Author: Yuhao Yang <[email protected]>
Date: 2016-07-11T06:46:45Z
refine code
commit c0b5291c12b093c5049c5fbaa2600dcc1d02a0fa
Author: Yuhao Yang <[email protected]>
Date: 2016-10-08T01:18:48Z
Merge remote-tracking branch 'upstream/master' into mlfpm
commit 77e1f93623ddaedc63a1a6d926efb48ec420b61e
Author: Yuhao Yang <[email protected]>
Date: 2016-10-10T05:50:21Z
Merge remote-tracking branch 'upstream/master' into mlfpm
commit 2f1a08c561e1d24fb477781edd4c0c94ed324270
Author: Yuhao Yang <[email protected]>
Date: 2016-10-10T06:09:59Z
add ut
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