[jira] [Created] (IGNITE-10541) [ML] Umbrella: EM (GMM) with adding and removal of components

Yury Babak created IGNITE-10541: --- Summary: [ML] Umbrella: EM (GMM) with adding and removal of components Key: IGNITE-10541 URL: https://issues.apache.org/jira/browse/IGNITE-10541 Project: Ignite

[jira] [Created] (IGNITE-10546) [ML] GMM with adding and removal of components

Yury Babak created IGNITE-10546: --- Summary: [ML] GMM with adding and removal of components Key: IGNITE-10546 URL: https://issues.apache.org/jira/browse/IGNITE-10546 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-10545) [ML] Kullback–Leibler divergence

Yury Babak created IGNITE-10545: --- Summary: [ML] Kullback–Leibler divergence Key: IGNITE-10545 URL: https://issues.apache.org/jira/browse/IGNITE-10545 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-10510) [ML] Use OneVsRest for SVMLinearMultiClassClassificationTrainer

Yury Babak created IGNITE-10510: --- Summary: [ML] Use OneVsRest for SVMLinearMultiClassClassificationTrainer Key: IGNITE-10510 URL: https://issues.apache.org/jira/browse/IGNITE-10510 Project: Ignite

[jira] [Updated] (IGNITE-10549) [ML] LogisticRegressionSGDTrainerTest fails with BLAS

[ https://issues.apache.org/jira/browse/IGNITE-10549?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10549: Component/s: ml > [ML] LogisticRegressionSGDTrainerTest fails with BLAS >

[jira] [Created] (IGNITE-10574) [ML] Design API for Ensemble Training

Yury Babak created IGNITE-10574: --- Summary: [ML] Design API for Ensemble Training Key: IGNITE-10574 URL: https://issues.apache.org/jira/browse/IGNITE-10574 Project: Ignite Issue Type: Sub-task

[jira] [Created] (IGNITE-10575) [ML] Add examples and update tutorial for ensemble training

Yury Babak created IGNITE-10575: --- Summary: [ML] Add examples and update tutorial for ensemble training Key: IGNITE-10575 URL: https://issues.apache.org/jira/browse/IGNITE-10575 Project: Ignite

[jira] [Created] (IGNITE-10573) [ML] Consistent API for Ensemble training

Yury Babak created IGNITE-10573: --- Summary: [ML] Consistent API for Ensemble training Key: IGNITE-10573 URL: https://issues.apache.org/jira/browse/IGNITE-10573 Project: Ignite Issue Type:

[jira] [Updated] (IGNITE-10541) [ML] Umbrella: EM (GMM) with adding and removal of components

[ https://issues.apache.org/jira/browse/IGNITE-10541?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10541: Fix Version/s: 2.8 > [ML] Umbrella: EM (GMM) with adding and removal of components >

[jira] [Updated] (IGNITE-10480) [ML] Stacking for training and inference

[ https://issues.apache.org/jira/browse/IGNITE-10480?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10480: Fix Version/s: 2.8 > [ML] Stacking for training and inference >

[jira] [Created] (IGNITE-10479) [ML] Umbrella: Ensemble training and inference

Yury Babak created IGNITE-10479: --- Summary: [ML] Umbrella: Ensemble training and inference Key: IGNITE-10479 URL: https://issues.apache.org/jira/browse/IGNITE-10479 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-10480) [ML] Stacking for training and inference

Yury Babak created IGNITE-10480: --- Summary: [ML] Stacking for training and inference Key: IGNITE-10480 URL: https://issues.apache.org/jira/browse/IGNITE-10480 Project: Ignite Issue Type: New

[jira] [Created] (IGNITE-10481) [ML] Examples of stacking usage

Yury Babak created IGNITE-10481: --- Summary: [ML] Examples of stacking usage Key: IGNITE-10481 URL: https://issues.apache.org/jira/browse/IGNITE-10481 Project: Ignite Issue Type: Sub-task

[jira] [Assigned] (IGNITE-10479) [ML] Umbrella: Ensemble training and inference

[ https://issues.apache.org/jira/browse/IGNITE-10479?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-10479: --- Assignee: Yury Babak > [ML] Umbrella: Ensemble training and inference >

[jira] [Created] (IGNITE-10382) [ML] Move datasets from example to ml module

Yury Babak created IGNITE-10382: --- Summary: [ML] Move datasets from example to ml module Key: IGNITE-10382 URL: https://issues.apache.org/jira/browse/IGNITE-10382 Project: Ignite Issue Type:

[jira] [Resolved] (IGNITE-5065) DSL/scripting support

[ https://issues.apache.org/jira/browse/IGNITE-5065?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-5065. Resolution: Won't Do We don't need it because we have thin clients for Apache Ignite and

[jira] [Resolved] (IGNITE-6882) Introduction of computation graph

[ https://issues.apache.org/jira/browse/IGNITE-6882?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-6882. Resolution: Won't Do We decide not to do this. Instead of that, we implemented integration with

[jira] [Resolved] (IGNITE-5645) Locking mechanism for distributed datasets.

[ https://issues.apache.org/jira/browse/IGNITE-5645?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-5645. Resolution: Won't Do We don't need it anymore > Locking mechanism for distributed datasets. >

[jira] [Created] (IGNITE-10419) [ML] Move person dataset to SandboxMLCache class

Yury Babak created IGNITE-10419: --- Summary: [ML] Move person dataset to SandboxMLCache class Key: IGNITE-10419 URL: https://issues.apache.org/jira/browse/IGNITE-10419 Project: Ignite Issue

[jira] [Commented] (IGNITE-9283) [ML] Add Discrete Cosine preprocessor

[ https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16701911#comment-16701911 ] Yury Babak commented on IGNITE-9283: Usefull paper:

[jira] [Updated] (IGNITE-11072) [ML] Prepare an example of model inference in SQL

[ https://issues.apache.org/jira/browse/IGNITE-11072?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11072: Ignite Flags: (was: Docs Required) > [ML] Prepare an example of model inference in SQL >

[jira] [Updated] (IGNITE-11647) [ML] ML Vectors should work with all Serializable objects besides double

[ https://issues.apache.org/jira/browse/IGNITE-11647?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11647: Fix Version/s: 2.8 > [ML] ML Vectors should work with all Serializable objects besides double >

[jira] [Commented] (IGNITE-11449) [ML] Umbrella: API for Feature/Label extracting (part 1)

[ https://issues.apache.org/jira/browse/IGNITE-11449?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16802693#comment-16802693 ] Yury Babak commented on IGNITE-11449: - Reviewed by [~dmitrievanthony], [~zaleslaw] and [~chief] >

[jira] [Resolved] (IGNITE-11449) [ML] Umbrella: API for Feature/Label extracting (part 1)

[ https://issues.apache.org/jira/browse/IGNITE-11449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-11449. - Resolution: Done Fix Version/s: 2.8 merged > [ML] Umbrella: API for Feature/Label

[jira] [Commented] (IGNITE-9497) [ML] Add Pipeline support to Cross-Validation process

[ https://issues.apache.org/jira/browse/IGNITE-9497?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16804826#comment-16804826 ] Yury Babak commented on IGNITE-9497: Reviewed, LGTM. > [ML] Add Pipeline support to

[jira] [Updated] (IGNITE-11261) [ML] Flaky test(testNaiveBaggingLogRegression)

[ https://issues.apache.org/jira/browse/IGNITE-11261?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11261: Ignite Flags: (was: Docs Required) > [ML] Flaky test(testNaiveBaggingLogRegression) >

[jira] [Assigned] (IGNITE-11261) [ML] Flaky test(testNaiveBaggingLogRegression)

[ https://issues.apache.org/jira/browse/IGNITE-11261?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-11261: --- Assignee: Yury Babak (was: Artem Malykh) > [ML] Flaky

[jira] [Updated] (IGNITE-10903) [ML] Provide an example with training of regression model and its evaluation

[ https://issues.apache.org/jira/browse/IGNITE-10903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10903: Ignite Flags: (was: Docs Required) > [ML] Provide an example with training of regression model

[jira] [Resolved] (IGNITE-11401) [ML] Labmdas doesn't work in binary builds

[ https://issues.apache.org/jira/browse/IGNITE-11401?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-11401. - Resolution: Workaround To avoid this problem use workaround - deploy user code(jars) with

[jira] [Created] (IGNITE-11449) [ML] API for Feature/Label extracting

Yury Babak created IGNITE-11449: --- Summary: [ML] API for Feature/Label extracting Key: IGNITE-11449 URL: https://issues.apache.org/jira/browse/IGNITE-11449 Project: Ignite Issue Type:

[jira] [Updated] (IGNITE-11449) [ML] API for Feature/Label extracting

[ https://issues.apache.org/jira/browse/IGNITE-11449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11449: Priority: Blocker (was: Major) > [ML] API for Feature/Label extracting >

[jira] [Updated] (IGNITE-11449) [ML] API for Feature/Label extracting

[ https://issues.apache.org/jira/browse/IGNITE-11449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11449: Labels: stability (was: ) > [ML] API for Feature/Label extracting >

[jira] [Updated] (IGNITE-11449) [ML] API for Feature/Label extracting

[ https://issues.apache.org/jira/browse/IGNITE-11449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11449: Priority: Critical (was: Blocker) > [ML] API for Feature/Label extracting >

[jira] [Updated] (IGNITE-11561) [ML] IgniteDistributedModel for XGBoost doesn't work in example

[ https://issues.apache.org/jira/browse/IGNITE-11561?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11561: Fix Version/s: 2.8 > [ML] IgniteDistributedModel for XGBoost doesn't work in example >

[jira] [Created] (IGNITE-11261) [ML] Flaky test(testNaiveBaggingLogRegression)

Yury Babak created IGNITE-11261: --- Summary: [ML] Flaky test(testNaiveBaggingLogRegression) Key: IGNITE-11261 URL: https://issues.apache.org/jira/browse/IGNITE-11261 Project: Ignite Issue Type:

[jira] [Assigned] (IGNITE-11328) Ignite binary build is too big

[ https://issues.apache.org/jira/browse/IGNITE-11328?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-11328: --- Assignee: Yury Babak > Ignite binary build is too big > -- >

[jira] [Updated] (IGNITE-11012) [ML] Add model type validation during parsing json file

[ https://issues.apache.org/jira/browse/IGNITE-11012?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11012: Priority: Major (was: Blocker) > [ML] Add model type validation during parsing json file >

[jira] [Updated] (IGNITE-10902) [ML] Implement a few regression metrics in one RegressionMetrics class

[ https://issues.apache.org/jira/browse/IGNITE-10902?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10902: Fix Version/s: 2.8 > [ML] Implement a few regression metrics in one RegressionMetrics class >

[jira] [Created] (IGNITE-11137) [ML] IgniteModelStorage

Yury Babak created IGNITE-11137: --- Summary: [ML] IgniteModelStorage Key: IGNITE-11137 URL: https://issues.apache.org/jira/browse/IGNITE-11137 Project: Ignite Issue Type: Improvement

[jira] [Created] (IGNITE-11138) [ML] Predict from SQL

Yury Babak created IGNITE-11138: --- Summary: [ML] Predict from SQL Key: IGNITE-11138 URL: https://issues.apache.org/jira/browse/IGNITE-11138 Project: Ignite Issue Type: Improvement

[jira] [Updated] (IGNITE-11145) [ML] Add vector projection

[ https://issues.apache.org/jira/browse/IGNITE-11145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11145: Ignite Flags: (was: Docs Required) > [ML] Add vector projection > -- >

[jira] [Updated] (IGNITE-11037) [ML] Add parser for Spark KMeans clustering model

[ https://issues.apache.org/jira/browse/IGNITE-11037?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11037: Ignite Flags: (was: Docs Required) > [ML] Add parser for Spark KMeans clustering model >

[jira] [Updated] (IGNITE-11040) [ML] Add parser for Spark Random forest regressor

[ https://issues.apache.org/jira/browse/IGNITE-11040?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11040: Priority: Major (was: Blocker) > [ML] Add parser for Spark Random forest regressor >

[jira] [Created] (IGNITE-11144) [ML] Create example for FeatureLabelExtractor

Yury Babak created IGNITE-11144: --- Summary: [ML] Create example for FeatureLabelExtractor Key: IGNITE-11144 URL: https://issues.apache.org/jira/browse/IGNITE-11144 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-11145) [ML] Add vector projection

Yury Babak created IGNITE-11145: --- Summary: [ML] Add vector projection Key: IGNITE-11145 URL: https://issues.apache.org/jira/browse/IGNITE-11145 Project: Ignite Issue Type: Improvement

[jira] [Resolved] (IGNITE-11039) [ML] Add parser for Spark Decision tree regression

[ https://issues.apache.org/jira/browse/IGNITE-11039?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-11039. - Resolution: Done reviewed and merged > [ML] Add parser for Spark Decision tree regression >

[jira] [Updated] (IGNITE-11041) [ML] Add parser for Spark Gradient-boosted tree regressor

[ https://issues.apache.org/jira/browse/IGNITE-11041?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11041: Priority: Major (was: Blocker) > [ML] Add parser for Spark Gradient-boosted tree regressor >

[jira] [Updated] (IGNITE-11137) [ML] IgniteModelStorage improvements for IgniteModel and SQL functionality

[ https://issues.apache.org/jira/browse/IGNITE-11137?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11137: Ignite Flags: (was: Docs Required) > [ML] IgniteModelStorage improvements for IgniteModel and

[jira] [Commented] (IGNITE-11504) [ML] Preprocessor trainers should support new feature-label extraction API

[ https://issues.apache.org/jira/browse/IGNITE-11504?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16818950#comment-16818950 ] Yury Babak commented on IGNITE-11504: - Reviewed, [~zaleslaw] please check examples compilation

[jira] [Created] (IGNITE-11759) [ML] Duplicate depenpecies for ml artifacts

Yury Babak created IGNITE-11759: --- Summary: [ML] Duplicate depenpecies for ml artifacts Key: IGNITE-11759 URL: https://issues.apache.org/jira/browse/IGNITE-11759 Project: Ignite Issue Type:

[jira] [Updated] (IGNITE-11759) [ML] Duplicate depenpecies for ml artifacts

[ https://issues.apache.org/jira/browse/IGNITE-11759?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11759: Ignite Flags: (was: Docs Required) > [ML] Duplicate depenpecies for ml artifacts >

[jira] [Updated] (IGNITE-10700) [ML] Working with Binary Objects

[ https://issues.apache.org/jira/browse/IGNITE-10700?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10700: Fix Version/s: (was: 2.8) 2.7.5 > [ML] Working with Binary Objects >

[jira] [Created] (IGNITE-11772) [ML] Broken javadoc

Yury Babak created IGNITE-11772: --- Summary: [ML] Broken javadoc Key: IGNITE-11772 URL: https://issues.apache.org/jira/browse/IGNITE-11772 Project: Ignite Issue Type: Bug Components:

[jira] [Updated] (IGNITE-11870) [ML] Changes required to support ML Python API

[ https://issues.apache.org/jira/browse/IGNITE-11870?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11870: Ignite Flags: (was: Docs Required) > [ML] Changes required to support ML Python API >

[jira] [Commented] (IGNITE-10697) [ML] Add Frequency Encoding

[ https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16909042#comment-16909042 ] Yury Babak commented on IGNITE-10697: - reviewed, ready for merge > [ML] Add Frequency Encoding >

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