[[ml-apis]]
== Machine Learning APIs

Use machine learning to detect anomalies in time series data.

* <<ml-api-datafeed-endpoint,{dfeeds-cap}>>
* <<ml-api-job-endpoint,Jobs>>
* <<ml-api-snapshot-endpoint, Model Snapshots>>
* <<ml-api-result-endpoint,Results>>
* <<ml-api-definitions, Definitions>>

[[ml-api-datafeed-endpoint]]
=== {dfeeds-cap}

* <<ml-put-datafeed,Create {dfeed}>>
* <<ml-delete-datafeed,Delete {dfeed}>>
* <<ml-get-datafeed,Get {dfeed} info>>
* <<ml-get-datafeed-stats,Get {dfeed} statistics>>
* <<ml-preview-datafeed,Preview {dfeed}>>
* <<ml-start-datafeed,Start {dfeed}>>
* <<ml-stop-datafeed,Stop {dfeed}>>
* <<ml-update-datafeed,Update {dfeed}>>

include::ml/put-datafeed.asciidoc[]
include::ml/delete-datafeed.asciidoc[]
include::ml/get-datafeed.asciidoc[]
include::ml/get-datafeed-stats.asciidoc[]
include::ml/preview-datafeed.asciidoc[]
include::ml/start-datafeed.asciidoc[]
include::ml/stop-datafeed.asciidoc[]
include::ml/update-datafeed.asciidoc[]

[[ml-api-job-endpoint]]
=== Jobs

You can use APIs to perform the following activities:

* <<ml-close-job,Close job>>
* <<ml-put-job,Create job>>
* <<ml-delete-job,Delete job>>
* <<ml-get-job,Get job info>>
* <<ml-get-job-stats,Get job statistics>>
* <<ml-flush-job,Flush job>>
* <<ml-open-job,Open job>>
* <<ml-post-data,Post data to job>>
* <<ml-update-job,Update job>>
* <<ml-valid-detector,Validate detectors>>
* <<ml-valid-job,Validate job>>

include::ml/close-job.asciidoc[]
include::ml/put-job.asciidoc[]
include::ml/delete-job.asciidoc[]
include::ml/get-job.asciidoc[]
include::ml/get-job-stats.asciidoc[]
include::ml/flush-job.asciidoc[]
include::ml/open-job.asciidoc[]
include::ml/post-data.asciidoc[]
include::ml/update-job.asciidoc[]
include::ml/validate-detector.asciidoc[]
include::ml/validate-job.asciidoc[]

[[ml-api-snapshot-endpoint]]
=== Model Snapshots

* <<ml-delete-snapshot,Delete model snapshot>>
* <<ml-get-snapshot,Get model snapshot info>>
* <<ml-revert-snapshot,Revert model snapshot>>
* <<ml-update-snapshot,Update model snapshot>>

include::ml/delete-snapshot.asciidoc[]
include::ml/get-snapshot.asciidoc[]
include::ml/revert-snapshot.asciidoc[]
include::ml/update-snapshot.asciidoc[]

[[ml-api-result-endpoint]]
=== Results

* <<ml-get-bucket,Get buckets>>
* <<ml-get-category,Get categories>>
* <<ml-get-influencer,Get influencers>>
* <<ml-get-record,Get records>>

include::ml/get-bucket.asciidoc[]
include::ml/get-category.asciidoc[]
include::ml/get-influencer.asciidoc[]
include::ml/get-record.asciidoc[]

[[ml-api-definitions]]
=== Definitions

* <<ml-datafeed-resource,{dfeeds-cap}>>
* <<ml-datafeed-counts,{dfeed-cap} counts>>
* <<ml-job-resource,Jobs>>
* <<ml-jobstats,Job statistics>>
* <<ml-snapshot-resource,Model snapshots>>
* <<ml-results-resource,Results>>

include::ml/datafeedresource.asciidoc[]
include::ml/jobresource.asciidoc[]
include::ml/jobcounts.asciidoc[]
include::ml/snapshotresource.asciidoc[]
include::ml/resultsresource.asciidoc[]


//* <<ml-put-job>>
//* <<ml-delete-job>>
//* <<ml-get-job>>
//* <<ml-open-close-job>>
//* <<ml-flush-job>>
//* <<ml-post-data>>