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OpenSearch/x-pack
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Benjamin Trent 05fb7be571
[7.x] [ML][Inference] Feature pre-processing objects and functions (#46777) (#47040) 
* [ML][Inference] Feature pre-processing objects and functions (#46777)

To support inference on pre-trained machine learning models, some basic feature encoding will be necessary. I am using a named object serialization approach so new encodings/pre-processing steps could be added in the future. 

This PR lays down the ground work for 3 basic encodings:

* HotOne
* Target Mean
* Frequency

More feature encodings or pre-processings could be added in the future:

* Handling missing columns
* Standardization
* Label encoding
* etc....

* fixing compilation for namedxcontent tests
2019-09-25 08:16:24 -04:00
..
dev-tools
Build: Merge xpack checkstyle config into core (#33399)
2018-09-05 09:17:02 -04:00
docs
File based role definition documentation additions (#46304) (#47085)
2019-09-25 13:52:05 +03:00
license-tools
[Backport] Remove dependency substitutions 7.x (#42866)
2019-06-04 13:50:23 -07:00
plugin
[7.x] [ML][Inference] Feature pre-processing objects and functions (#46777) (#47040)
2019-09-25 08:16:24 -04:00
qa
[Transform] rename data frame transform to transform for hlrc client (#46933)
2019-09-25 08:31:43 +02:00
snapshot-tool
Update AWS SDK for repository-s3 plugin to support IAM Roles for Service Accounts (#46969) (#47004)
2019-09-24 17:15:11 +02:00
test
[Backport] Remove dependency substitutions 7.x (#42866)
2019-06-04 13:50:23 -07:00
transport-client
[Backport] Remove dependency substitutions 7.x (#42866)
2019-06-04 13:50:23 -07:00
build.gradle
[Backport] Remove dependency substitutions 7.x (#42866)
2019-06-04 13:50:23 -07:00
NOTICE.txt
Migrate x-pack-elasticsearch source to elasticsearch
2018-04-20 15:29:54 -07:00
README.md
Reorganize license files
2018-04-20 15:33:59 -07:00

README.md

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This directory tree contains files subject to the Elastic License. The files subject to the Elastic License are grouped in this directory to clearly separate them from files licensed under the Apache License 2.0.