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[ML] DataFrame analytics config cannot be updated. - ElasticSearch - [issue]
...Once created, the DataFrameAnalyticsConfig object is immutable.It may be beneficial to give the user the ability to update it.One possible use-case is updating model_memory_limit when the an...
https://github.com/elastic/elasticsearch/issues/45720    Author: przemekwitek , 2020-07-03, 17:56
Create annotations on significant model changes. - ElasticSearch - [issue]
...In order to give users more insight into anomaly detection, we could be creating an annotation every time there is a significant change in the model calculation. Some ideas on what to report...
https://github.com/elastic/elasticsearch/issues/55781    Author: przemekwitek , 2020-07-03, 17:52
Simplify parser declarations when specialist types are stored in strings - ElasticSearch - [issue]
...This PR:implements AbstractObjectParser.declareStringField methodmakes use of it in ml codeThis saves some LoC as the new way of declaring parsed fields is more concise....
https://github.com/elastic/elasticsearch/pull/58996    Author: przemekwitek , 2020-07-03, 14:12
Report peak model memory in ModelSizeStats - ElasticSearch - [issue]
...This PR adds a new field ModelSizeStats.peak_model_bytes that gives the user the information about the peak memory usage of the model.Note: This PR only implements the Java part. The C++ par...
https://github.com/elastic/elasticsearch/pull/59017    Author: przemekwitek , 2020-07-03, 13:46
Report peak model memory in ModelSizeStats - ElasticSearch - [pullrequest]
...This PR adds a new field ModelSizeStats.peak_model_bytes that gives the user the information about the peak memory usage of the model.Note: This PR only implements the Java part. The C++ par...
https://github.com/elastic/elasticsearch/pull/59017    Author: przemekwitek , 2020-07-03, 13:02
[DRAFT] Implement "declareStringField" method - ElasticSearch - [pullrequest]
https://github.com/elastic/elasticsearch/pull/58996    Author: przemekwitek , 2020-07-03, 08:13
Duplicate model change annotations in some QA jobs - ElasticSearch - [issue]
...Reported by @wwang500 :in some jobs, like  art_daily_flatmiddle_1592964952_790_2715 , we are getting duplicated annotations, no by_field or partition_field...
https://github.com/elastic/elasticsearch/issues/58589    Author: przemekwitek , 2020-07-03, 06:54
[7.x] Rename regression evaluation metrics to make the names consistent with loss functions (#58887) - ElasticSearch - [pullrequest]
...Backports the following commits to 7.x:Rename regression evaluation metrics to make the names consistent with loss functions  (#58887)...
https://github.com/elastic/elasticsearch/pull/58927    Author: przemekwitek , 2020-07-02, 15:36
[7.x] Rename regression evaluation metrics to make the names consistent with loss functions (#58887) - ElasticSearch - [issue]
...Backports the following commits to 7.x:Rename regression evaluation metrics to make the names consistent with loss functions  (#58887)...
https://github.com/elastic/elasticsearch/pull/58927    Author: przemekwitek , 2020-07-02, 15:36
Rename regression evaluation metrics to make the names consistent with loss functions - ElasticSearch - [pullrequest]
...This PR renames:mean_squared_error to msemean_squared_logarithmic_error to mslepseudo_huber to huberPseudoHuber* classes to Huber*Relates #58723...
https://github.com/elastic/elasticsearch/pull/58887    Author: przemekwitek , 2020-07-02, 14:19