[jira] [Created] (IGNITE-8924) [ML] Parameter Grid for tuning hyper-parameters in Cross-Validation process

2018-07-04 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-8924: -- Summary: [ML] Parameter Grid for tuning hyper-parameters in Cross-Validation process Key: IGNITE-8924 URL: https://issues.apache.org/jira/browse/IGNITE-8924 Project:

[jira] [Created] (IGNITE-8981) [ML] Parallel optimizations for BaggingTrainer

2018-07-11 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-8981: -- Summary: [ML] Parallel optimizations for BaggingTrainer Key: IGNITE-8981 URL: https://issues.apache.org/jira/browse/IGNITE-8981 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-7511) FCM documentation

2018-01-24 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-7511: -- Summary: FCM documentation Key: IGNITE-7511 URL: https://issues.apache.org/jira/browse/IGNITE-7511 Project: Ignite Issue Type: Task Components:

[jira] [Created] (IGNITE-7509) Adjust "build" and "getting started" sections of documentation for ML module

2018-01-23 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-7509: -- Summary: Adjust "build" and "getting started" sections of documentation for ML module Key: IGNITE-7509 URL: https://issues.apache.org/jira/browse/IGNITE-7509 Project:

[jira] [Created] (IGNITE-7916) GA Grid examples should be ready for auto run on TeamCity

2018-03-12 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-7916: -- Summary: GA Grid examples should be ready for auto run on TeamCity Key: IGNITE-7916 URL: https://issues.apache.org/jira/browse/IGNITE-7916 Project: Ignite Issue

[jira] [Created] (IGNITE-8181) Broken javadoc in GA Grid

2018-04-09 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-8181: -- Summary: Broken javadoc in GA Grid Key: IGNITE-8181 URL: https://issues.apache.org/jira/browse/IGNITE-8181 Project: Ignite Issue Type: Bug Components:

[jira] [Created] (IGNITE-8292) Broken yardstick compilation

2018-04-17 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-8292: -- Summary: Broken yardstick compilation Key: IGNITE-8292 URL: https://issues.apache.org/jira/browse/IGNITE-8292 Project: Ignite Issue Type: Bug

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

2018-04-20 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-8335: -- Summary: TensorFlow integration Key: IGNITE-8335 URL: https://issues.apache.org/jira/browse/IGNITE-8335 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-7877) Improve code style in GA part

2018-03-04 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-7877: -- Summary: Improve code style in GA part Key: IGNITE-7877 URL: https://issues.apache.org/jira/browse/IGNITE-7877 Project: Ignite Issue Type: Improvement

[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

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

2018-11-15 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10287: --- Summary: [ML] Model storage Key: IGNITE-10287 URL: https://issues.apache.org/jira/browse/IGNITE-10287 Project: Ignite Issue Type: New Feature

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

2018-11-15 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10289: --- Summary: [ML] Import models from XGBoost Key: IGNITE-10289 URL: https://issues.apache.org/jira/browse/IGNITE-10289 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-10288) [ML] Model inference

2018-11-15 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10288: --- Summary: [ML] Model inference Key: IGNITE-10288 URL: https://issues.apache.org/jira/browse/IGNITE-10288 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-10286) [ML] Umbrella: Model serving

2018-11-15 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10286: --- Summary: [ML] Umbrella: Model serving Key: IGNITE-10286 URL: https://issues.apache.org/jira/browse/IGNITE-10286 Project: Ignite Issue Type: New Feature

[jira] [Created] (IGNITE-10145) [ML] ROC AUC score

2018-11-06 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10145: --- Summary: [ML] ROC AUC score Key: IGNITE-10145 URL: https://issues.apache.org/jira/browse/IGNITE-10145 Project: Ignite Issue Type: New Feature

[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

[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

[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

[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] [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] [Created] (IGNITE-10439) [ML] Examples of DBSCAN

2018-11-28 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10439: --- Summary: [ML] Examples of DBSCAN Key: IGNITE-10439 URL: https://issues.apache.org/jira/browse/IGNITE-10439 Project: Ignite Issue Type: Sub-task

[jira] [Created] (IGNITE-10438) [ML] DBSCAN

2018-11-28 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10438: --- Summary: [ML] DBSCAN Key: IGNITE-10438 URL: https://issues.apache.org/jira/browse/IGNITE-10438 Project: Ignite Issue Type: New Feature Components:

[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-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-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-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-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] [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-10542) [ML] Distributive models with basic algebra

2018-12-05 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10542: --- Summary: [ML] Distributive models with basic algebra Key: IGNITE-10542 URL: https://issues.apache.org/jira/browse/IGNITE-10542 Project: Ignite Issue Type: New

[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:

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

2018-12-03 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10510: --- Summary: [ML] Use OneVsRest for SVMLinearMultiClassClassificationTrainer Key: IGNITE-10510 URL: https://issues.apache.org/jira/browse/IGNITE-10510 Project: Ignite

[jira] [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-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:

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

2018-11-29 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10479: --- Summary: [ML] Umbrella: Ensemble training and inference Key: IGNITE-10479 URL: https://issues.apache.org/jira/browse/IGNITE-10479 Project: Ignite Issue Type:

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

2018-11-29 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10480: --- Summary: [ML] Stacking for training and inference Key: IGNITE-10480 URL: https://issues.apache.org/jira/browse/IGNITE-10480 Project: Ignite Issue Type: New

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

2018-11-29 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10481: --- Summary: [ML] Examples of stacking usage Key: IGNITE-10481 URL: https://issues.apache.org/jira/browse/IGNITE-10481 Project: Ignite Issue Type: Sub-task

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

2018-11-22 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10382: --- Summary: [ML] Move datasets from example to ml module Key: IGNITE-10382 URL: https://issues.apache.org/jira/browse/IGNITE-10382 Project: Ignite Issue Type:

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

2018-11-27 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-10419: --- Summary: [ML] Move person dataset to SandboxMLCache class Key: IGNITE-10419 URL: https://issues.apache.org/jira/browse/IGNITE-10419 Project: Ignite Issue

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

2019-02-28 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-11449: --- Summary: [ML] API for Feature/Label extracting Key: IGNITE-11449 URL: https://issues.apache.org/jira/browse/IGNITE-11449 Project: Ignite Issue Type:

[jira] [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:

[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

[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

[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:

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

2019-04-16 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-11759: --- Summary: [ML] Duplicate depenpecies for ml artifacts Key: IGNITE-11759 URL: https://issues.apache.org/jira/browse/IGNITE-11759 Project: Ignite Issue Type:

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

2019-04-18 Thread Yury Babak (JIRA)
Yury Babak created IGNITE-11772: --- Summary: [ML] Broken javadoc Key: IGNITE-11772 URL: https://issues.apache.org/jira/browse/IGNITE-11772 Project: Ignite Issue Type: Bug Components:

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