[jira] [Updated] (IGNITE-11295) [ML] Add readme file to SparkModelParser module

[ https://issues.apache.org/jira/browse/IGNITE-11295?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11295: - Ignite Flags: Release Notes Required Release Note: Add readme file to SparkModelPars

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

[ https://issues.apache.org/jira/browse/IGNITE-10382?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10382: - Summary: [ML] Move datasets from example folder to ml module (was: [ML] Move datasets

[jira] [Updated] (IGNITE-11244) [ML] Improve model loading from directory instead full path to file with model

[ https://issues.apache.org/jira/browse/IGNITE-11244?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11244: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Improve mod

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

[ https://issues.apache.org/jira/browse/IGNITE-10382?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10382: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Move datase

[jira] [Updated] (IGNITE-10371) [ML] Add multiple metrics calculation for Binary Classification Evaluation process

[ https://issues.apache.org/jira/browse/IGNITE-10371?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10371: - Release Note: Add multiple metrics calculation for Binary Classification Evaluation pro

[jira] [Updated] (IGNITE-10528) [ML] Fix incorrect comparing of double values in ML examples

[ https://issues.apache.org/jira/browse/IGNITE-10528?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10528: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Fix incorre

[jira] [Updated] (IGNITE-10968) [ML] Create new ignite module SparkMLModelImport and add LogRegression converter

[ https://issues.apache.org/jira/browse/IGNITE-10968?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10968: - Docs Text: Create new ignite module SparkModelParser Ignite Flags: Release Notes

[jira] [Updated] (IGNITE-10713) [ML] Refactor examples with accuracy calculation and another metrics usage

[ https://issues.apache.org/jira/browse/IGNITE-10713?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10713: - Ignite Flags: (was: Docs Required) > [ML] Refactor examples with accuracy calculation

[jira] [Updated] (IGNITE-10865) [ML] [Umbrella] Integration with Spark ML

[ https://issues.apache.org/jira/browse/IGNITE-10865?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10865: - Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Do

[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 ] Alexey Zinoviev updated IGNITE-10902: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Implement a

[jira] [Updated] (IGNITE-10901) [ML][Umbrella] Add support of regression metrics to evaluate regression models

[ https://issues.apache.org/jira/browse/IGNITE-10901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10901: - Ignite Flags: (was: Docs Required) > [ML][Umbrella] Add support of regression metrics

[jira] [Updated] (IGNITE-10904) [ML] Refactor all examples with regression to use RegressionMetrics

[ https://issues.apache.org/jira/browse/IGNITE-10904?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10904: - Ignite Flags: (was: Docs Required) > [ML] Refactor all examples with regression to us

[jira] [Commented] (IGNITE-12439) More descriptive message in situation of IgniteOutOfMemoryException, warning message if risk of IOOME is found

[ https://issues.apache.org/jira/browse/IGNITE-12439?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17014947#comment-17014947 ] Ignite TC Bot commented on IGNITE-12439: {panel:title=Branch: [pull/7210/head]

[jira] [Updated] (IGNITE-11654) [ML]: Fix memory leak in KNNClassificationModel

[ https://issues.apache.org/jira/browse/IGNITE-11654?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11654: - Ignite Flags: Release Notes Required Release Note: Fix memory leak in KNNClassificat

[jira] [Updated] (IGNITE-12518) rest-http module, added JSF,jndi for jdbc/ignite and JaxWS (Resolved)

[ https://issues.apache.org/jira/browse/IGNITE-12518?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Andrey Mashenkov updated IGNITE-12518: -- Fix Version/s: (was: 2.7.6) > rest-http module, added JSF,jndi for jdbc/ignite an

[jira] [Updated] (IGNITE-11655) [ML]: OneHotEncoder returns more columns than expected

[ https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11655: - Summary: [ML]: OneHotEncoder returns more columns than expected (was: ML: OneHotEncode

[jira] [Updated] (IGNITE-11655) [ML]: OneHotEncoder returns more columns than expected

[ https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11655: - Ignite Flags: Release Notes Required Release Note: OneHotEncoder returns more column

[jira] [Updated] (IGNITE-12216) [ML][Umbrella]Advanced support of categorical features

[ https://issues.apache.org/jira/browse/IGNITE-12216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12216: - Flags: Important Release Note: Advanced support of categorical features (Labe

[jira] [Updated] (IGNITE-9463) [ML] Update ML tutorial with new model composition/update features

[ https://issues.apache.org/jira/browse/IGNITE-9463?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9463: Ignite Flags: Release Notes Required (was: Docs Required,Release Notes Required) Rele

[jira] [Updated] (IGNITE-10792) [ML] Add seed to test-train filter

[ https://issues.apache.org/jira/browse/IGNITE-10792?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10792: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-12269) [ML] The method printTree is corrupted on the example

[ https://issues.apache.org/jira/browse/IGNITE-12269?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12269: - Ignite Flags: Release Notes Required Release Note: The method printTree is corrupte

[jira] [Updated] (IGNITE-12247) [Spark] Add initial support of Spark 2.4

[ https://issues.apache.org/jira/browse/IGNITE-12247?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12247: - Flags: Important Release Note: Add initial support of Spark 2.4 (new internal

[jira] [Updated] (IGNITE-12159) Ignite spark doesn't support Alter Column syntax

[ https://issues.apache.org/jira/browse/IGNITE-12159?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12159: - Ignite Flags: (was: Docs Required,Release Notes Required) Labels: (was: aw

[jira] [Updated] (IGNITE-9732) [Spark] Add joins to Spark Dataframe examples

[ https://issues.apache.org/jira/browse/IGNITE-9732?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9732: Ignite Flags: (was: Docs Required) Labels: (was: await) > [Spark] Add joins

[jira] [Updated] (IGNITE-11723) IgniteSpark integration should support skipStore option for internal dataStreamer (IgniteRdd and Ignite DataFrame)

[ https://issues.apache.org/jira/browse/IGNITE-11723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11723: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: IgniteSpark

[jira] [Commented] (IGNITE-12518) rest-http module, added JSF,jndi for jdbc/ignite and JaxWS (Resolved)

[ https://issues.apache.org/jira/browse/IGNITE-12518?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17014952#comment-17014952 ] Andrey Mashenkov commented on IGNITE-12518: --- Hi Luis, 1. It is not clear what

[jira] [Updated] (IGNITE-11581) [ML] Adapt tutorial to new vectorizer API

[ https://issues.apache.org/jira/browse/IGNITE-11581?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11581: - Ignite Flags: (was: Docs Required) > [ML] Adapt tutorial to new vectorizer API >

[jira] [Updated] (IGNITE-11582) [ML] Pipelines should work with Vectorizers

[ https://issues.apache.org/jira/browse/IGNITE-11582?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11582: - Ignite Flags: Release Notes Required Release Note: Pipelines should work with Vector

[jira] [Updated] (IGNITE-11580) [ML] Evaluators should accept Vectorizers

[ https://issues.apache.org/jira/browse/IGNITE-11580?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11580: - Ignite Flags: Release Notes Required Release Note: Evaluators should accept Vectoriz

[jira] [Updated] (IGNITE-10380) [ML] Drop Multi-label Classification for Logistic Regression and SVM

[ https://issues.apache.org/jira/browse/IGNITE-10380?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10380: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

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

[ https://issues.apache.org/jira/browse/IGNITE-10510?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10510: - Release Note: Replace SVMLinearMultiClassClassificationTrainer on OneVsRest with SVM a

[jira] [Updated] (IGNITE-10605) [ML] Add binary metrics calculations to Cross-Validation

[ https://issues.apache.org/jira/browse/IGNITE-10605?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10605: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Add binary

[jira] [Updated] (IGNITE-10606) [ML] Add new tests for BinaryClassificationMetrics and Evaluator

[ https://issues.apache.org/jira/browse/IGNITE-10606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10606: - Ignite Flags: (was: Docs Required) > [ML] Add new tests for BinaryClassificationMetri

[jira] [Updated] (IGNITE-8542) [ML] Add OneVsRest Trainer to handle cases with multiple class labels in dataset

[ https://issues.apache.org/jira/browse/IGNITE-8542?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-8542: Flags: Important Ignite Flags: Docs Required,Release Notes Required Release

[jira] [Updated] (IGNITE-9910) [ML] Move the static copy-pasted datasets from examples to special Util class

[ https://issues.apache.org/jira/browse/IGNITE-9910?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9910: Ignite Flags: (was: Docs Required) > [ML] Move the static copy-pasted datasets from exam

[jira] [Updated] (IGNITE-9634) [ML] Trainers as pipeline parameters that can be varied

[ https://issues.apache.org/jira/browse/IGNITE-9634?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9634: Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Make Trainers

[jira] [Updated] (IGNITE-10803) [ML] Add prototype LogReg loading from PMML format

[ https://issues.apache.org/jira/browse/IGNITE-10803?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10803: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Add an exam

[jira] [Updated] (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:all-tabpanel ] Alexey Zinoviev updated IGNITE-9497: Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Docs

[jira] [Updated] (IGNITE-9145) [ML] Add different strategies to index labels in StringEncoderTrainer

[ https://issues.apache.org/jira/browse/IGNITE-9145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9145: Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Note:

[jira] [Updated] (IGNITE-9936) [ML] Make readable the models ouput in RandomForestClassificationExample

[ https://issues.apache.org/jira/browse/IGNITE-9936?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9936: Ignite Flags: Release Notes Required (was: Docs Required,Release Notes Required) Rele

[jira] [Updated] (IGNITE-12253) [ML] Refactor current hierarchy of ML exceptions

[ https://issues.apache.org/jira/browse/IGNITE-12253?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12253: - Ignite Flags: (was: Release Notes Required) > [ML] Refactor current hierarchy of ML e

[jira] [Updated] (IGNITE-12180) [ML] Add support of the additional Imputing Strategies

[ https://issues.apache.org/jira/browse/IGNITE-12180?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12180: - Release Note: Add support of the next Imputing Strategies: MIN, MAX, COUNT, LEAST_FREQU

[jira] [Updated] (IGNITE-12339) [ML] Remove outdated property isDistributed in Vector and Matrix classes

[ https://issues.apache.org/jira/browse/IGNITE-12339?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12339: - Release Note: Remove outdated property isDistributed in Vector and Matrix classes > [M

[jira] [Updated] (IGNITE-12411) [ML] Finish ML API and fix typos in method names

[ https://issues.apache.org/jira/browse/IGNITE-12411?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12411: - Ignite Flags: (was: Release Notes Required) > [ML] Finish ML API and fix typos in met

[jira] [Updated] (IGNITE-11724) IgniteSpark integration forget to close the IgniteContext and stops the client node in case if error during PairFunction logic

[ https://issues.apache.org/jira/browse/IGNITE-11724?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11724: - Ignite Flags: (was: Docs Required) > IgniteSpark integration forget to close the Igni

[jira] [Updated] (IGNITE-12279) [ML] Add support for using H2O MOJO models for inference

[ https://issues.apache.org/jira/browse/IGNITE-12279?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12279: - Flags: Important Release Note: Add support for using H2O MOJO models for infe

[jira] [Updated] (IGNITE-11000) [ML] Add parser for Spark LinearRegression

[ https://issues.apache.org/jira/browse/IGNITE-11000?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11000: - Release Note: Add parser for parquet file with the instance of LinearRegressionModel fr

[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 ] Alexey Zinoviev updated IGNITE-11041: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-11294) [ML] Use ML logger and env variables in Spark ML Parser

[ https://issues.apache.org/jira/browse/IGNITE-11294?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11294: - Ignite Flags: Release Notes Required Release Note: Add ML logger and env variables i

[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 ] Alexey Zinoviev updated IGNITE-11040: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add parser for parq

[jira] [Updated] (IGNITE-11001) [ML] Add parser for Spark Linear SVM model

[ https://issues.apache.org/jira/browse/IGNITE-11001?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11001: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add parser for parq

[jira] [Updated] (IGNITE-11002) [ML] Add parser for Spark Decision tree classifier model

[ https://issues.apache.org/jira/browse/IGNITE-11002?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11002: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add parser for parq

[jira] [Updated] (IGNITE-11003) [ML] Add parser for Spark Random forest classifier

[ https://issues.apache.org/jira/browse/IGNITE-11003?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11003: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add parser for parq

[jira] [Updated] (IGNITE-8410) [ML] Unify KNNClassification/KNNRegression Model Trainer .fit() signatures

[ https://issues.apache.org/jira/browse/IGNITE-8410?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-8410: Ignite Flags: Release Notes Required Release Note: Unify KNNClassification/KNNRegressio

[jira] [Updated] (IGNITE-9633) [ML] Hyper-parameter tuning via Genetic Algorithm

[ https://issues.apache.org/jira/browse/IGNITE-9633?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9633: Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Docs

[jira] [Updated] (IGNITE-10711) [ML] [Umbrella] Provide metrics to evaluate the quality of model

[ https://issues.apache.org/jira/browse/IGNITE-10711?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10711: - Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Do

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

[ https://issues.apache.org/jira/browse/IGNITE-10697?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10697: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-9513) [ML] Unify all preprocessors trainers' generics

[ https://issues.apache.org/jira/browse/IGNITE-9513?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9513: Ignite Flags: (was: Docs Required) > [ML] Unify all preprocessors trainers' generics > -

[jira] [Updated] (IGNITE-10145) [ML] Implement ROC AUC metric

[ https://issues.apache.org/jira/browse/IGNITE-10145?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10145: - Ignite Flags: (was: Docs Required) > [ML] Implement ROC AUC metric >

[jira] [Updated] (IGNITE-8168) [ML] Add KMeans version for Partitioned Datasets

[ https://issues.apache.org/jira/browse/IGNITE-8168?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-8168: Fix Version/s: 2.7 > [ML] Add KMeans version for Partitioned Datasets > --

[jira] [Updated] (IGNITE-8170) [ML] Adopt KMeans example to the Partitioned Dataset

[ https://issues.apache.org/jira/browse/IGNITE-8170?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-8170: Fix Version/s: 2.7 > [ML] Adopt KMeans example to the Partitioned Dataset > --

[jira] [Updated] (IGNITE-7827) Adopt kNN regression to the new Partitioned Dataset

[ https://issues.apache.org/jira/browse/IGNITE-7827?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-7827: Fix Version/s: 2.7 > Adopt kNN regression to the new Partitioned Dataset > ---

[jira] [Updated] (IGNITE-9239) [ML] KMeansTrainer crashed if amount of possible clusters more than amount of partitions in dataset

[ https://issues.apache.org/jira/browse/IGNITE-9239?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-9239: Fix Version/s: 2.7 > [ML] KMeansTrainer crashed if amount of possible clusters more than a

[jira] [Updated] (IGNITE-7875) [ML] Adopt SVM to the new Partitioned Dataset

[ https://issues.apache.org/jira/browse/IGNITE-7875?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-7875: Fix Version/s: 2.7 > [ML] Adopt SVM to the new Partitioned Dataset > -

[jira] [Updated] (IGNITE-7022) Use QuadTree for kNN performance

[ https://issues.apache.org/jira/browse/IGNITE-7022?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-7022: Fix Version/s: 2.7 > Use QuadTree for kNN performance > >

[jira] [Updated] (IGNITE-6969) Move constants with influence on performance to separate config

[ https://issues.apache.org/jira/browse/IGNITE-6969?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-6969: Fix Version/s: 2.7 > Move constants with influence on performance to separate config > ---

[jira] [Updated] (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 ] Alexey Zinoviev updated IGNITE-11449: - Ignite Flags: (was: Docs Required) > [ML] Umbrella: API for Feature/Label extracting

[jira] [Updated] (IGNITE-11478) [ML] Use new vectorizer API in Trainers

[ https://issues.apache.org/jira/browse/IGNITE-11478?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11478: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (IGNITE-11479) [ML] Use new vectorizer API in PartitionDatasetBuilders

[ https://issues.apache.org/jira/browse/IGNITE-11479?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11479: - Ignite Flags: Release Notes Required Release Note: Use new vectorizer API in Partiti

[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 ] Alexey Zinoviev updated IGNITE-11647: - Ignite Flags: Release Notes Required Release Note: ML Vectors should work with all S

[jira] [Updated] (IGNITE-11232) [ML] Random Forest, NodeId exception (Failed to serialize object)

[ https://issues.apache.org/jira/browse/IGNITE-11232?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11232: - Ignite Flags: Release Notes Required Release Note: Failed to serialize object Random

[jira] [Updated] (IGNITE-11234) [ML] Add fillCache method to DataStreamGenerator

[ https://issues.apache.org/jira/browse/IGNITE-11234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11234: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add fillCache metho

[jira] [Updated] (IGNITE-11234) [ML] Add fillCache method to DataStreamGenerator

[ https://issues.apache.org/jira/browse/IGNITE-11234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11234: - Ignite Flags: Release Notes Required (was: Docs Required,Release Notes Required) > [M

[jira] [Updated] (IGNITE-11241) [ML] blas NoClassDefFoundError exception

[ https://issues.apache.org/jira/browse/IGNITE-11241?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11241: - Ignite Flags: Release Notes Required Release Note: Fix blas NoClassDefFoundError exc

[jira] [Updated] (IGNITE-10547) [ML] Examples of GMM usage

[ https://issues.apache.org/jira/browse/IGNITE-10547?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10547: - Ignite Flags: (was: Docs Required) > [ML] Examples of GMM usage > ---

[jira] [Updated] (IGNITE-10544) [ML] GMM with fixed components

[ https://issues.apache.org/jira/browse/IGNITE-10544?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10544: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

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

[ https://issues.apache.org/jira/browse/IGNITE-10546?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10546: - Ignite Flags: (was: Docs Required) > [ML] GMM with adding and removal of components >

[jira] [Updated] (IGNITE-10543) [ML] Test/train sample generator

[ https://issues.apache.org/jira/browse/IGNITE-10543?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10543: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-12024) [ML] PeerClassloading for ml related lambdas

[ https://issues.apache.org/jira/browse/IGNITE-12024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12024: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (IGNITE-12155) [ML] Implementation of distributed estimator

[ https://issues.apache.org/jira/browse/IGNITE-12155?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12155: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (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 ] Alexey Zinoviev updated IGNITE-11401: - Flags: Important Ignite Flags: Release Notes Required Release Note: Fix t

[jira] [Updated] (IGNITE-8532) [ML] GA Grid: Implement Roulette Wheel Selection

[ https://issues.apache.org/jira/browse/IGNITE-8532?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-8532: Ignite Flags: Release Notes Required Release Note: Add new algorithm to the GA Grid: Ro

[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 ] Alexey Zinoviev updated IGNITE-10700: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-12023) [ML] Add spatial indices support into KNN algorithm

[ https://issues.apache.org/jira/browse/IGNITE-12023?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-12023: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

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

[ https://issues.apache.org/jira/browse/IGNITE-11138?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11138: - Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Do

[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 ] Alexey Zinoviev updated IGNITE-11870: - Ignite Flags: Release Notes Required Release Note: Changes required to support ML Py

[jira] [Updated] (IGNITE-10429) ML: TensorFlowLocalInferenceExample fails on Windows

[ https://issues.apache.org/jira/browse/IGNITE-10429?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10429: - Ignite Flags: Release Notes Required Release Note: TensorFlowLocalInferenceExample f

[jira] [Updated] (IGNITE-10133) ML: Switch to per-node TensorFlow worker strategy

[ https://issues.apache.org/jira/browse/IGNITE-10133?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10133: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (IGNITE-10287) [ML] Model storage

[ https://issues.apache.org/jira/browse/IGNITE-10287?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10287: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-10289) [ML] Import models from XGBoost

[ https://issues.apache.org/jira/browse/IGNITE-10289?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10289: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (IGNITE-10234) ML: Create a skeleton for model inference in Apache Ignite

[ https://issues.apache.org/jira/browse/IGNITE-10234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10234: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Updated] (IGNITE-10149) ML: Make ignite-tf.sh utility executable by default

[ https://issues.apache.org/jira/browse/IGNITE-10149?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10149: - Ignite Flags: Release Notes Required Release Note: Make ignite-tf.sh utility executa

[jira] [Updated] (IGNITE-11071) [ML] Prepare an example of machine learning on top of SQL table

[ https://issues.apache.org/jira/browse/IGNITE-11071?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-11071: - Ignite Flags: (was: Docs Required) > [ML] Prepare an example of machine learning on t

[jira] [Updated] (IGNITE-10810) [ML] Import models from MLeap

[ https://issues.apache.org/jira/browse/IGNITE-10810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10810: - Flags: Important Ignite Flags: Docs Required,Release Notes Required Relea

[jira] [Updated] (IGNITE-10996) [ML] Add additional host and port into IgniteDataset to retrieve schema

[ https://issues.apache.org/jira/browse/IGNITE-10996?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10996: - Ignite Flags: Docs Required,Release Notes Required Release Note: Add additional host

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

[ https://issues.apache.org/jira/browse/IGNITE-10573?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10573: - Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Do

[jira] [Updated] (IGNITE-10201) ML: TensorFlow model inference on Apache Ignite

[ https://issues.apache.org/jira/browse/IGNITE-10201?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10201: - Ignite Flags: Docs Required,Release Notes Required (was: Docs Required) Release Not

[jira] [Created] (IGNITE-12533) Remote security context tests refactoring.

Denis Garus created IGNITE-12533: Summary: Remote security context tests refactoring. Key: IGNITE-12533 URL: https://issues.apache.org/jira/browse/IGNITE-12533 Project: Ignite Issue Type: Imp

[jira] [Updated] (IGNITE-10955) [ML] Migrate boosting implementation to sequential trainers composition combinator

[ https://issues.apache.org/jira/browse/IGNITE-10955?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Alexey Zinoviev updated IGNITE-10955: - Ignite Flags: Release Notes Required (was: Docs Required) Release Note: Migrate boo

[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 ] Alexey Zinoviev updated IGNITE-10480: - Flags: Important Ignite Flags: Docs Required,Release Notes Required (was: Do

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