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Aleksey Zinoviev commented on IGNITE-11942:
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Yes, we could remove, no blockers now!
>
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Aleksey Zinoviev commented on IGNITE-12849:
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Great point for the collaboration, if it is
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https://issues.apache.org/jira/browse/IGNITE-10539?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10539:
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Affects Version/s: 2.9
> [ML] Make 'with' methods consistent
>
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https://issues.apache.org/jira/browse/IGNITE-10292?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-10292:
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Assignee: Aleksey Zinoviev
> ML: Replace IGFS by model storage for TensorFlow
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Aleksey Zinoviev updated IGNITE-12079:
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Priority: Major (was: Blocker)
> [ML][Umbrella] Add advanced preprocessing
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Aleksey Zinoviev edited comment on IGNITE-12054 at 9/25/19 1:37 PM:
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Aleksey Zinoviev commented on IGNITE-12054:
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I've added a PR with compiled version (the
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Aleksey Zinoviev reassigned IGNITE-12054:
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Assignee: Aleksey Zinoviev (was: Nikolay Izhikov)
> Upgrade Spark module to
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Aleksey Zinoviev edited comment on IGNITE-12054 at 9/25/19 1:19 PM:
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Aleksey Zinoviev edited comment on IGNITE-12054 at 9/25/19 1:18 PM:
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Aleksey Zinoviev edited comment on IGNITE-12054 at 9/25/19 1:18 PM:
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Aleksey Zinoviev edited comment on IGNITE-12054 at 9/25/19 1:16 PM:
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Aleksey Zinoviev commented on IGNITE-12054:
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An ExternalCatalog was refactored and all
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Aleksey Zinoviev reassigned IGNITE-10574:
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Assignee: Aleksey Zinoviev
> [ML] Design API for Ensemble Training
>
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https://issues.apache.org/jira/browse/IGNITE-10843?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-10843:
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Assignee: Aleksey Zinoviev
> [ML] In stacking add filter on features kept.
>
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Aleksey Zinoviev reassigned IGNITE-10419:
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Assignee: Aleksey Zinoviev
> [ML] Move person dataset to SandboxMLCache class
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Aleksey Zinoviev reassigned IGNITE-10539:
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Assignee: Aleksey Zinoviev
> [ML] Make 'with' methods consistent
>
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https://issues.apache.org/jira/browse/IGNITE-10527?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-10527:
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Assignee: Aleksey Zinoviev
> [ML] DenseMatrix(double[] mtx, int rows) mixes
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https://issues.apache.org/jira/browse/IGNITE-10481?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-10481:
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Assignee: Aleksey Zinoviev
> [ML] Examples of stacking usage
>
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Aleksey Zinoviev updated IGNITE-10532:
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Affects Version/s: (was: 2.8)
> [ML] Add Confusion Matrix for multi-class
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Aleksey Zinoviev updated IGNITE-8296:
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Affects Version/s: (was: 2.4)
3.0
> Move Spark Scala
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Aleksey Zinoviev updated IGNITE-10575:
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Affects Version/s: 3.0
> [ML] Add examples for ensemble training
>
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Aleksey Zinoviev updated IGNITE-10529:
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Affects Version/s: (was: 2.8)
3.0
> [ML][Umbrella] Add
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https://issues.apache.org/jira/browse/IGNITE-10531?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10531:
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Affects Version/s: (was: 2.8)
3.0
> [ML] Refactor all
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Aleksey Zinoviev updated IGNITE-10530:
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Affects Version/s: (was: 2.8)
3.0
> [ML] Add Confusion
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Aleksey Zinoviev updated IGNITE-9463:
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Affects Version/s: 2.8
> [ML] Update ML tutorial with new model composition/update
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Aleksey Zinoviev updated IGNITE-10532:
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Affects Version/s: 3.0
> [ML] Add Confusion Matrix for multi-class classification
>
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https://issues.apache.org/jira/browse/IGNITE-9732?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9732:
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Affects Version/s: (was: 2.6)
> Add joins to Spark Dataframe examples
>
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https://issues.apache.org/jira/browse/IGNITE-11723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-11723:
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Affects Version/s: (was: 2.7)
> IgniteSpark integration should support skipStore
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Aleksey Zinoviev updated IGNITE-11724:
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Affects Version/s: (was: 2.7)
2.8
> IgniteSpark
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Aleksey Zinoviev updated IGNITE-9732:
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Affects Version/s: 2.8
> Add joins to Spark Dataframe examples
>
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Aleksey Zinoviev updated IGNITE-11723:
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Affects Version/s: 2.8
> IgniteSpark integration should support skipStore option for
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https://issues.apache.org/jira/browse/IGNITE-10869?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10869:
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Affects Version/s: (was: 2.8)
> [ML] Add MultiClass classification metrics
>
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Aleksey Zinoviev updated IGNITE-10869:
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Affects Version/s: 3.0
> [ML] Add MultiClass classification metrics
>
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https://issues.apache.org/jira/browse/IGNITE-10870?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10870:
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Affects Version/s: (was: 2.8)
3.0
> [ML] Add an example
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https://issues.apache.org/jira/browse/IGNITE-6642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-6642:
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Affects Version/s: 3.0
> [Umbrella] Integration with PMML
>
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https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9283:
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Affects Version/s: 3.0
> [ML] Add Discrete Cosine preprocessor
>
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https://issues.apache.org/jira/browse/IGNITE-9746?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9746:
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Affects Version/s: 3.0
> [ML] Add Complement Naive Bayes
>
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https://issues.apache.org/jira/browse/IGNITE-9281?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9281:
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Affects Version/s: 3.0
> [ML] Starter ML tasks
> -
>
>
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https://issues.apache.org/jira/browse/IGNITE-10438?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10438:
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Affects Version/s: 3.0
> [ML] DBSCAN
> ---
>
> Key:
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Aleksey Zinoviev updated IGNITE-10804:
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Affects Version/s: 3.0
> [ML] Add ability to load LinReg model from Spark to Ignite
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Aleksey Zinoviev updated IGNITE-10804:
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Affects Version/s: (was: 2.8)
> [ML] Add ability to load LinReg model from Spark
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https://issues.apache.org/jira/browse/IGNITE-10407?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10407:
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Affects Version/s: 3.0
> [ML][Umbrella] Add Multi-label multi-class classification
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https://issues.apache.org/jira/browse/IGNITE-10804?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10804:
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Affects Version/s: 2.8
> [ML] Add ability to load LinReg model from Spark to Ignite
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https://issues.apache.org/jira/browse/IGNITE-7327?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-7327:
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Affects Version/s: 3.0
> Add CSV loading to Labeled Dataset with Loader
>
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https://issues.apache.org/jira/browse/IGNITE-8250?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-8250:
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Affects Version/s: 3.0
> Adopt Fuzzy CMeans to PartitionedDatasets
>
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https://issues.apache.org/jira/browse/IGNITE-7025?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-7025:
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Affects Version/s: 3.0
> Implement different strategies to fill missed data in
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https://issues.apache.org/jira/browse/IGNITE-7328?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-7328:
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Affects Version/s: 3.0
> Improve Labeled Dataset loading from txt file
>
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Aleksey Zinoviev updated IGNITE-8296:
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Description:
# The Spark Scala DataFrames code examples are in the wrong directory.
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Aleksey Zinoviev updated IGNITE-11723:
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Priority: Critical (was: Major)
> IgniteSpark integration should support skipStore
Aleksey Zinoviev created IGNITE-12218:
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Summary: [ML] Add support for Strings in Vectorizer
Key: IGNITE-12218
URL: https://issues.apache.org/jira/browse/IGNITE-12218
Project: Ignite
Aleksey Zinoviev created IGNITE-12217:
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Summary: [ML] Add support for label encoding
Key: IGNITE-12217
URL: https://issues.apache.org/jira/browse/IGNITE-12217
Project: Ignite
Issue Type:
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https://issues.apache.org/jira/browse/IGNITE-12216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12216:
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Summary: [ML][Umbrella]Advanced support of categorical features (was:
Aleksey Zinoviev created IGNITE-12216:
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Summary: [ML][Umbrella]
Key: IGNITE-12216
URL: https://issues.apache.org/jira/browse/IGNITE-12216
Project: Ignite
Issue Type: New Feature
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Aleksey Zinoviev resolved IGNITE-10865.
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Resolution: Fixed
> [ML] [Umbrella] Integration with Spark ML
>
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Aleksey Zinoviev reassigned IGNITE-11723:
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Assignee: Aleksey Zinoviev (was: Andrey Aleksandrov)
> IgniteSpark
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Aleksey Zinoviev reassigned IGNITE-11724:
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Assignee: Aleksey Zinoviev
> IgniteSpark integration forget to close the
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https://issues.apache.org/jira/browse/IGNITE-12141?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-12141:
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Assignee: Aleksey Zinoviev
> Ignite Spark Integration Support Schema on Table
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https://issues.apache.org/jira/browse/IGNITE-12159?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-12159:
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Assignee: Aleksey Zinoviev
> Ignite spark doesn't support Alter Column syntax
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https://issues.apache.org/jira/browse/IGNITE-10792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10792:
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Issue Type: Bug (was: Task)
> [ML] Add seed to test-train filter
>
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Aleksey Zinoviev updated IGNITE-10792:
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Priority: Critical (was: Major)
> [ML] Add seed to test-train filter
>
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https://issues.apache.org/jira/browse/IGNITE-12157?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12157:
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Affects Version/s: 2.8
> [ML] Implement distributed ROC AUC computation
>
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https://issues.apache.org/jira/browse/IGNITE-12156?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12156:
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Affects Version/s: 3.0
> [ML] Add meta information to models
>
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https://issues.apache.org/jira/browse/IGNITE-12155?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12155:
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Affects Version/s: 2.8
> [ML] Implementation of distributed estimator
>
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https://issues.apache.org/jira/browse/IGNITE-12180?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12180:
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Description: Add support of the next Imputing Strategies: MIN, MAX, COUNT,
Aleksey Zinoviev created IGNITE-12180:
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Summary: [ML] Add support of the next Imputing Strategies: MIN, MAX
Key: IGNITE-12180
URL: https://issues.apache.org/jira/browse/IGNITE-12180
Project:
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https://issues.apache.org/jira/browse/IGNITE-12168?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16930475#comment-16930475
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Aleksey Zinoviev commented on IGNITE-12168:
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[~Pavlukhin] Many thanks, waited for feedback
Aleksey Zinoviev created IGNITE-12168:
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Summary: [ML] Flaky ML example tests
Key: IGNITE-12168
URL: https://issues.apache.org/jira/browse/IGNITE-12168
Project: Ignite
Issue Type: Bug
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Aleksey Zinoviev commented on IGNITE-12054:
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[~dmagda] [~NIzhikov] Let's discuss how to
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Aleksey Zinoviev reassigned IGNITE-9732:
Assignee: Aleksey Zinoviev
> Add joins to Spark Dataframe examples
>
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https://issues.apache.org/jira/browse/IGNITE-8296?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-8296:
Assignee: Aleksey Zinoviev
> Move Spark Scala DataFrames code examples to
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https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9463:
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Priority: Major (was: Trivial)
> [ML] Update ML tutorial with new model
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https://issues.apache.org/jira/browse/IGNITE-7025?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-7025:
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Priority: Trivial (was: Minor)
> Implement different strategies to fill missed data in
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https://issues.apache.org/jira/browse/IGNITE-9936?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9936:
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Priority: Major (was: Minor)
> [ML] Make readable the models ouput in
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https://issues.apache.org/jira/browse/IGNITE-10792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10792:
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Priority: Major (was: Minor)
> [ML] Add seed to test-train filter
>
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https://issues.apache.org/jira/browse/IGNITE-10865?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10865:
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Priority: Critical (was: Blocker)
> [ML] [Umbrella] Integration with Spark ML
>
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https://issues.apache.org/jira/browse/IGNITE-12079?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12079:
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Priority: Blocker (was: Major)
> [ML][Umbrella] Add advanced preprocessing
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https://issues.apache.org/jira/browse/IGNITE-11295?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-11295:
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Priority: Critical (was: Major)
> [ML] Add readme file to SparkModelParser module
>
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https://issues.apache.org/jira/browse/IGNITE-12148?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12148:
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Priority: Blocker (was: Critical)
> [ML] Recommendation Engine
>
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https://issues.apache.org/jira/browse/IGNITE-12148?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-12148:
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Priority: Critical (was: Major)
> [ML] Recommendation Engine
>
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https://issues.apache.org/jira/browse/IGNITE-9746?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16925138#comment-16925138
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Aleksey Zinoviev commented on IGNITE-9746:
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[~rgaleyev] Should we close this ticket as a fixed?
Aleksey Zinoviev created IGNITE-12148:
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Summary: [ML] Recommendation Engine
Key: IGNITE-12148
URL: https://issues.apache.org/jira/browse/IGNITE-12148
Project: Ignite
Issue Type: New
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https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-10697:
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Issue Type: Sub-task (was: New Feature)
Parent: IGNITE-12079
> [ML] Add
Aleksey Zinoviev created IGNITE-12079:
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Summary: [ML][Umbrella] Add advanced preprocessing techniques
Key: IGNITE-12079
URL: https://issues.apache.org/jira/browse/IGNITE-12079
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-7022?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-7022.
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Resolution: Won't Fix
> Use QuadTree for kNN performance
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https://issues.apache.org/jira/browse/IGNITE-10441?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16897038#comment-16897038
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Aleksey Zinoviev commented on IGNITE-10441:
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Great thing after year of using. [~amalykh]
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https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16897035#comment-16897035
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Aleksey Zinoviev commented on IGNITE-9283:
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[~ilantukh] Great, will make the review on the next
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https://issues.apache.org/jira/browse/IGNITE-9633?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9633:
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Comment: was deleted
(was:
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https://issues.apache.org/jira/browse/IGNITE-9633?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16896344#comment-16896344
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Aleksey Zinoviev commented on IGNITE-9633:
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https://issues.apache.org/jira/browse/IGNITE-9634?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-9634.
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Resolution: Won't Fix
> [ML] Trainers as pipeline parameters that can be varied
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https://issues.apache.org/jira/browse/IGNITE-9633?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-9633:
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Summary: [ML] Hyper-parameter tuning via Genetic Algorithm (was: [ML]
Hyperparameter
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https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16887951#comment-16887951
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Aleksey Zinoviev commented on IGNITE-9283:
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[~ilantukh] Happy to hear that, mention me to
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https://issues.apache.org/jira/browse/IGNITE-9283?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16886097#comment-16886097
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Aleksey Zinoviev commented on IGNITE-9283:
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[~ilantukh] are you going to make this task?
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https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16886093#comment-16886093
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Aleksey Zinoviev commented on IGNITE-10697:
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Draft solution:
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https://issues.apache.org/jira/browse/IGNITE-9513?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-9513.
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Resolution: Resolved
Fix Version/s: 2.8
> [ML] Unify all preprocessors
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https://issues.apache.org/jira/browse/IGNITE-11642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-11642.
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Resolution: Resolved
> [ML] Umbrella: API for Feature/Label extracting (part 2)
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https://issues.apache.org/jira/browse/IGNITE-11582?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-11582.
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Resolution: Fixed
> [ML] Pipelines should work with Vectorizers
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https://issues.apache.org/jira/browse/IGNITE-11582?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-11582:
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Fix Version/s: 2.8
> [ML] Pipelines should work with Vectorizers
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https://issues.apache.org/jira/browse/IGNITE-11581?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-11581:
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Fix Version/s: 2.8
> [ML] Adapt tutorial to new vectorizer API
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https://issues.apache.org/jira/browse/IGNITE-11580?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-11580.
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Resolution: Resolved
> [ML] Evaluators should accept Vectorizers
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