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

2018-12-05 Thread Yury Babak (JIRA)
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-10543) [ML] Test/train sample generator

2018-12-05 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10543: --- Summary: [ML] Test/train sample generator Key: IGNITE-10543 URL: https://issues.apache.org/jira/browse/IGNITE-10543 Project: Ignite Issue Type: New Feature

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

2018-12-05 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10544: --- Summary: [ML] GMM with fixed components Key: IGNITE-10544 URL: https://issues.apache.org/jira/browse/IGNITE-10544 Project: Ignite Issue Type: New Feature

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

2018-12-05 Thread Yury Babak (JIRA)
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: N

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

2018-12-05 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10547: --- Summary: [ML] Examples of GMM usage Key: IGNITE-10547 URL: https://issues.apache.org/jira/browse/IGNITE-10547 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-10548) [ML] Classificator based on GMM

2018-12-05 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10548: --- Summary: [ML] Classificator based on GMM Key: IGNITE-10548 URL: https://issues.apache.org/jira/browse/IGNITE-10548 Project: Ignite Issue Type: New Feature

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

2018-12-05 Thread Yury Babak (JIRA)
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] [Updated] (IGNITE-10549) [ML] LogisticRegressionSGDTrainerTest fails with BLAS

2018-12-06 Thread Yury Babak (JIRA)
[ 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-10573) [ML] Consistent API for Ensemble training

2018-12-06 Thread Yury Babak (JIRA)
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: Improv

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

2018-12-06 Thread Yury Babak (JIRA)
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-10574) [ML] Design API for Ensemble Training

2018-12-06 Thread Yury Babak (JIRA)
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] [Updated] (IGNITE-10541) [ML] Umbrella: EM (GMM) with adding and removal of components

2018-12-07 Thread Yury Babak (JIRA)
[ 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

2018-12-09 Thread Yury Babak (JIRA)
[ 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] [Assigned] (IGNITE-10630) Missed descriptions for ML packages

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10630?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-10630: --- Assignee: Yury Babak > Missed descriptions for ML packages > -

[jira] [Updated] (IGNITE-10630) Missed descriptions for ML packages

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10630?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10630: Ignite Flags: (was: Docs Required) > Missed descriptions for ML packages >

[jira] [Updated] (IGNITE-10630) Missed descriptions for ML packages

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10630?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10630: Component/s: ml > Missed descriptions for ML packages > --- > >

[jira] [Updated] (IGNITE-10630) Missed descriptions for ML packages

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10630?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10630: Fix Version/s: 2.8 > Missed descriptions for ML packages > --- >

[jira] [Updated] (IGNITE-10428) [ML] Add example for OneVsRest trainer/model usage

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10428?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10428: Priority: Major (was: Critical) > [ML] Add example for OneVsRest trainer/model usage > -

[jira] [Updated] (IGNITE-10630) Missed descriptions for ML packages

2018-12-11 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10630?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10630: Fix Version/s: 2.8 > Missed descriptions for ML packages > --- >

[jira] [Created] (IGNITE-10641) [ML] Package reorganization

2018-12-11 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10641: --- Summary: [ML] Package reorganization Key: IGNITE-10641 URL: https://issues.apache.org/jira/browse/IGNITE-10641 Project: Ignite Issue Type: Improvement

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

2018-12-13 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8532?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16720125#comment-16720125 ] Yury Babak commented on IGNITE-8532: [~netmille], I looking forward to your pr > GA

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

2018-12-14 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10700: --- Summary: [ML] Working with Binary Objects Key: IGNITE-10700 URL: https://issues.apache.org/jira/browse/IGNITE-10700 Project: Ignite Issue Type: Improvement

[jira] [Assigned] (IGNITE-9437) [ML] Add performance benchmarks

2018-09-24 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9437?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-9437: -- Assignee: Yury Babak (was: Oleg Ignatenko) > [ML] Add performance benchmarks > -

[jira] [Commented] (IGNITE-9437) [ML] Add performance benchmarks

2018-09-24 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9437?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16625781#comment-16625781 ] Yury Babak commented on IGNITE-9437: [~NIzhikov], I will start working on this ticke

[jira] [Created] (IGNITE-9685) [ML] Add ignite-tensorflow module to build artifacts

2018-09-25 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-9685: -- Summary: [ML] Add ignite-tensorflow module to build artifacts Key: IGNITE-9685 URL: https://issues.apache.org/jira/browse/IGNITE-9685 Project: Ignite Issue Type:

[jira] [Updated] (IGNITE-9413) [ML] Learning rate optimization for GDB.

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9413?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9413: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Learning rate optimization for GDB. > --

[jira] [Updated] (IGNITE-9414) [ML] Using sparce vectors in Tree-based algorithms.

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9414?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9414: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Using sparce vectors in Tree-based algor

[jira] [Updated] (IGNITE-9415) [ML] Using sparce vectors in LSQR and MLP

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9415?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9415: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Using sparce vectors in LSQR and MLP > -

[jira] [Updated] (IGNITE-7593) Improve data used in DecisionTreesExample

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7593?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-7593: --- Fix Version/s: (was: 2.7) 2.8 > Improve data used in DecisionTreesExample > -

[jira] [Resolved] (IGNITE-9416) [ML] Update distribution approach for TensorFlow module

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9416?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-9416. Resolution: Won't Fix will be done in https://issues.apache.org/jira/browse/IGNITE-9685 > [ML] Up

[jira] [Updated] (IGNITE-9432) Investigate ability to make ScanQuery faster

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9432?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9432: --- Fix Version/s: (was: 2.7) 2.8 > Investigate ability to make ScanQuery faster

[jira] [Resolved] (IGNITE-8679) Integration with tensorflow datasets

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8679?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-8679. Resolution: Done Assignee: Anton Dmitriev (was: Artem Malykh) done via https://github.com/t

[jira] [Resolved] (IGNITE-7405) [ML] Distributed MLP cleanup/refactoring phase 2

2018-09-25 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-7405?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-7405. Resolution: Won't Fix > [ML] Distributed MLP cleanup/refactoring phase 2 > ---

[jira] [Updated] (IGNITE-8981) [ML] Learning context for trainers

2018-09-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8981?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8981: --- Summary: [ML] Learning context for trainers (was: [ML] Parallel optimizations for BaggingTrainer )

[jira] [Updated] (IGNITE-8981) [ML] Learning context for trainers

2018-09-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8981?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8981: --- Description: We could improve performance of BaggingTrainer using parallel optimizations. * Create

[jira] [Updated] (IGNITE-8981) [ML] Learning context for trainers

2018-09-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8981?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8981: --- Description: We could improve performance of BaggingTrainer using parallel optimizations. * Create

[jira] [Updated] (IGNITE-8981) [ML] Learning context for trainers

2018-09-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8981?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8981: --- Description: * Create the interface for learning context with logging and local parallelization * I

[jira] [Created] (IGNITE-9711) [ML] Remove IgniteThread wrapper from ml examples

2018-09-26 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-9711: -- Summary: [ML] Remove IgniteThread wrapper from ml examples Key: IGNITE-9711 URL: https://issues.apache.org/jira/browse/IGNITE-9711 Project: Ignite Issue Type: Ne

[jira] [Updated] (IGNITE-9711) [ML] Remove IgniteThread wrapper from ml examples

2018-09-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9711?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9711: --- Ignite Flags: (was: Docs Required) > [ML] Remove IgniteThread wrapper from ml examples > -

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

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8532?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16630043#comment-16630043 ] Yury Babak commented on IGNITE-8532: moved to 2.8 > GA Grid: Implement Roulette Whe

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

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8532?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8532: --- Fix Version/s: (was: 2.7) 2.8 > GA Grid: Implement Roulette Wheel Selection >

[jira] [Updated] (IGNITE-8850) Add a GA example that solves 'Traveling Salesman Problem'

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8850?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8850: --- Fix Version/s: (was: 2.7) 2.8 > Add a GA example that solves 'Traveling Sales

[jira] [Commented] (IGNITE-8850) Add a GA example that solves 'Traveling Salesman Problem'

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8850?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16630047#comment-16630047 ] Yury Babak commented on IGNITE-8850: moved to 2.8 > Add a GA example that solves 'T

[jira] [Updated] (IGNITE-9711) [ML] Remove IgniteThread wrapper from ml examples

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9711?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9711: --- Issue Type: Improvement (was: New Feature) > [ML] Remove IgniteThread wrapper from ml examples > --

[jira] [Updated] (IGNITE-8867) [ML] Bagging on learning sample

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8867?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8867: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Bagging on learning sample > ---

[jira] [Updated] (IGNITE-8867) [ML] Bagging on learning sample

2018-09-27 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8867?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8867: --- Fix Version/s: (was: 2.8) 2.7 > [ML] Bagging on learning sample > ---

[jira] [Updated] (IGNITE-9437) [ML] Add performance benchmarks

2018-09-28 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9437?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9437: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Add performance benchmarks > ---

[jira] [Commented] (IGNITE-9437) [ML] Add performance benchmarks

2018-09-28 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9437?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16631544#comment-16631544 ] Yury Babak commented on IGNITE-9437: Moved to 2.8 > [ML] Add performance benchmarks

[jira] [Updated] (IGNITE-8867) [ML] Bagging on learning sample

2018-09-28 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8867?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8867: --- Fix Version/s: (was: 2.7) 2.8 > [ML] Bagging on learning sample > ---

[jira] [Resolved] (IGNITE-8662) Umbrella: ML data preprocessing for 2.7 release

2018-09-28 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8662?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-8662. Resolution: Done All related features planned for 2.7 were completed. > Umbrella: ML data preproc

[jira] [Commented] (IGNITE-8867) [ML] Bagging on learning sample

2018-09-28 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8867?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16631814#comment-16631814 ] Yury Babak commented on IGNITE-8867: Moved to 2.8 > [ML] Bagging on learning sample

[jira] [Updated] (IGNITE-9282) [ML] Add Naive Bayes classifier

2018-09-30 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9282: --- Fix Version/s: 2.8 > [ML] Add Naive Bayes classifier > --- > >

[jira] [Updated] (IGNITE-9282) [ML] Add Naive Bayes classifier

2018-09-30 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-9282?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-9282: --- Labels: new-feature (was: ) > [ML] Add Naive Bayes classifier > --- > >

[jira] [Resolved] (IGNITE-8335) TensorFlow integration

2018-10-10 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8335?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-8335. Resolution: Done Fix Version/s: 2.7 done in other tasks > TensorFlow integration > ---

[jira] [Resolved] (IGNITE-8670) Umbrella: TensorFlow integration

2018-10-15 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8670?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-8670. Resolution: Done All features related to TF and planned for 2.7 release were done. > Umbrella: Te

[jira] [Created] (IGNITE-10026) [ML] Broken example: GaussianNaiveBayesTrainerExample

2018-10-26 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10026: --- Summary: [ML] Broken example: GaussianNaiveBayesTrainerExample Key: IGNITE-10026 URL: https://issues.apache.org/jira/browse/IGNITE-10026 Project: Ignite Issue

[jira] [Updated] (IGNITE-10026) [ML] Broken example: GaussianNaiveBayesTrainerExample

2018-10-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10026?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10026: Ignite Flags: (was: Docs Required) > [ML] Broken example: GaussianNaiveBayesTrainerExample > -

[jira] [Resolved] (IGNITE-10026) [ML] Broken example: GaussianNaiveBayesTrainerExample

2018-10-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10026?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-10026. - Resolution: Fixed merged. > [ML] Broken example: GaussianNaiveBayesTrainerExample > -

[jira] [Commented] (IGNITE-10026) [ML] Broken example: GaussianNaiveBayesTrainerExample

2018-10-26 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10026?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16665297#comment-16665297 ] Yury Babak commented on IGNITE-10026: - This bug caused by this issue > [ML] Broken

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

2018-12-18 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10371?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10371: Summary: [ML] Add multiple metrics calculation for Binary Classification Evaluation process (was

[jira] [Commented] (IGNITE-10719) [ML] LearningEnvironmentBuilder is not passed in makeBagged

2018-12-18 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10719?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16724380#comment-16724380 ] Yury Babak commented on IGNITE-10719: - reviewed and merged > [ML] LearningEnvironm

[jira] [Updated] (IGNITE-10719) [ML] LearningEnvironmentBuilder is not passed in makeBagged

2018-12-18 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10719?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10719: Ignite Flags: (was: Docs Required) > [ML] LearningEnvironmentBuilder is not passed in makeBagge

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

2019-01-15 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10573?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10573: Fix Version/s: 2.8 > [ML] Consistent API for Ensemble training >

[jira] [Updated] (IGNITE-10866) [ML] Add an example of LogRegression model loading

2019-01-16 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-10866: Fix Version/s: 2.8 > [ML] Add an example of LogRegression model loading > ---

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

2019-01-18 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-8532?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-8532: --- Labels: genetics (was: ) > [ML] GA Grid: Implement Roulette Wheel Selection > -

[jira] [Created] (IGNITE-11010) [ML] Use seed from learningEnviroment for KMeans trainer

2019-01-21 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-11010: --- Summary: [ML] Use seed from learningEnviroment for KMeans trainer Key: IGNITE-11010 URL: https://issues.apache.org/jira/browse/IGNITE-11010 Project: Ignite Iss

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

2019-01-21 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-10700?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16748042#comment-16748042 ] Yury Babak commented on IGNITE-10700: - org.apache.ignite.examples.ml.TrainingWithBi

[jira] [Resolved] (IGNITE-6878) Naive Bayes classifier for ML module

2019-01-21 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-6878?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak resolved IGNITE-6878. Resolution: Won't Do This feature was implemented in https://issues.apache.org/jira/browse/IGNITE

[jira] [Created] (IGNITE-11028) [ML] Flaky test(KeepBinaryTest)

2019-01-22 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-11028: --- Summary: [ML] Flaky test(KeepBinaryTest) Key: IGNITE-11028 URL: https://issues.apache.org/jira/browse/IGNITE-11028 Project: Ignite Issue Type: Bug Co

[jira] [Updated] (IGNITE-11028) [ML] Flaky test(KeepBinaryTest)

2019-01-22 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-11028?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11028: Fix Version/s: 2.8 > [ML] Flaky test(KeepBinaryTest) > --- > >

[jira] [Updated] (IGNITE-11028) [ML] Flaky test(KeepBinaryTest)

2019-01-22 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-11028?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11028: Ignite Flags: (was: Docs Required) > [ML] Flaky test(KeepBinaryTest) >

[jira] [Updated] (IGNITE-11010) [ML] Use seed from learningEnviroment for KMeans trainer

2019-01-23 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-11010?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-11010: Ignite Flags: (was: Docs Required) > [ML] Use seed from learningEnviroment for KMeans trainer >

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

2019-01-28 Thread Yury Babak (JIRA)
[ 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] [Created] (IGNITE-11137) [ML] IgniteModelStorage

2019-01-30 Thread Yury Babak (JIRA)
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 Co

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

2019-01-30 Thread Yury Babak (JIRA)
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 Comp

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

2019-01-30 Thread Yury Babak (JIRA)
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: Im

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

2019-01-30 Thread Yury Babak (JIRA)
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] [Updated] (IGNITE-11145) [ML] Add vector projection

2019-01-30 Thread Yury Babak (JIRA)
[ 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] [Resolved] (IGNITE-11039) [ML] Add parser for Spark Decision tree regression

2019-01-31 Thread Yury Babak (JIRA)
[ 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-11037) [ML] Add parser for Spark KMeans clustering model

2019-02-01 Thread Yury Babak (JIRA)
[ 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

2019-02-01 Thread Yury Babak (JIRA)
[ 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] [Updated] (IGNITE-11137) [ML] IgniteModelStorage improvements for IgniteModel and SQL functionality

2019-02-04 Thread Yury Babak (JIRA)
[ 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 S

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

2019-02-05 Thread Yury Babak (JIRA)
[ 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] [Created] (IGNITE-11261) [ML] Flaky test(testNaiveBaggingLogRegression)

2019-02-08 Thread Yury Babak (JIRA)
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: B

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

2019-02-15 Thread Yury Babak (JIRA)
[ 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

2019-02-17 Thread Yury Babak (JIRA)
[ 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] [Commented] (IGNITE-5535) BLAS support for offheap vector/matrix

2017-06-29 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5535?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16068040#comment-16068040 ] Yury Babak commented on IGNITE-5535: [~oignatenko], you don't need do anything with C

[jira] [Created] (IGNITE-5645) Locking mechanism for distributed matrices.

2017-06-30 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5645: -- Summary: Locking mechanism for distributed matrices. Key: IGNITE-5645 URL: https://issues.apache.org/jira/browse/IGNITE-5645 Project: Ignite Issue Type: New Feat

[jira] [Created] (IGNITE-5646) Use affinity keys for distributed matrice blocks

2017-06-30 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5646: -- Summary: Use affinity keys for distributed matrice blocks Key: IGNITE-5646 URL: https://issues.apache.org/jira/browse/IGNITE-5646 Project: Ignite Issue Type: New

[jira] [Updated] (IGNITE-5280) SparseDistributedMatrix refactorig

2017-07-10 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5280?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-5280: --- Fix Version/s: (was: 2.1) 2.2 > SparseDistributedMatrix refactorig > -

[jira] [Created] (IGNITE-5723) Improve code quality for existing code.

2017-07-10 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5723: -- Summary: Improve code quality for existing code. Key: IGNITE-5723 URL: https://issues.apache.org/jira/browse/IGNITE-5723 Project: Ignite Issue Type: Improvement

[jira] [Updated] (IGNITE-5723) Improve code quality for existing code.

2017-07-10 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-5723: --- Environment: (was: (?) check code style for all sources. (?) check code coverage.) > Improve code

[jira] [Updated] (IGNITE-5723) Improve code quality for existing code.

2017-07-10 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak updated IGNITE-5723: --- Description: (?) check code style for all sources. (?) check code coverage. > Improve code quality f

[jira] [Created] (IGNITE-5724) Remove all autoboxing staff from the component.

2017-07-10 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5724: -- Summary: Remove all autoboxing staff from the component. Key: IGNITE-5724 URL: https://issues.apache.org/jira/browse/IGNITE-5724 Project: Ignite Issue Type: Impr

[jira] [Commented] (IGNITE-5688) Fix SparseDistributedMatrixTest::testCacheBehaviour crash

2017-07-10 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5688?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16080404#comment-16080404 ] Yury Babak commented on IGNITE-5688: [~amalykh] looks ok for me. > Fix SparseDistrib

[jira] [Created] (IGNITE-5725) Adopt TracerTest for TC builds.

2017-07-10 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5725: -- Summary: Adopt TracerTest for TC builds. Key: IGNITE-5725 URL: https://issues.apache.org/jira/browse/IGNITE-5725 Project: Ignite Issue Type: Bug Compon

[jira] [Created] (IGNITE-5777) BLAS integration

2017-07-18 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5777: -- Summary: BLAS integration Key: IGNITE-5777 URL: https://issues.apache.org/jira/browse/IGNITE-5777 Project: Ignite Issue Type: Task Components: ml

[jira] [Created] (IGNITE-5791) Block matrix Introduction

2017-07-20 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-5791: -- Summary: Block matrix Introduction Key: IGNITE-5791 URL: https://issues.apache.org/jira/browse/IGNITE-5791 Project: Ignite Issue Type: Sub-task Compone

[jira] [Commented] (IGNITE-5791) Block matrix Introduction

2017-07-20 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5791?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16094800#comment-16094800 ] Yury Babak commented on IGNITE-5791: Pull request: https://github.com/apache/ignite/p

[jira] [Assigned] (IGNITE-5278) BLAS implementation

2017-07-21 Thread Yury Babak (JIRA)
[ https://issues.apache.org/jira/browse/IGNITE-5278?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yury Babak reassigned IGNITE-5278: -- Assignee: Yury Babak (was: Artem Malykh) > BLAS implementation > --- > >

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