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:
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:
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:
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:
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
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:
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
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
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
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
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
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
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
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:
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
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:
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
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
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
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
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
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
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
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
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
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
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:
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
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:
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
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:
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
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
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
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
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
Yury Babak created IGNITE-10026:
---
Summary: [ML] Broken example: GaussianNaiveBayesTrainerExample
Key: IGNITE-10026
URL: https://issues.apache.org/jira/browse/IGNITE-10026
Project: Ignite
Yury Babak created IGNITE-9685:
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Summary: [ML] Add ignite-tensorflow module to build artifacts
Key: IGNITE-9685
URL: https://issues.apache.org/jira/browse/IGNITE-9685
Project: Ignite
Issue
Yury Babak created IGNITE-9437:
--
Summary: [ML] Add performance benchmarks
Key: IGNITE-9437
URL: https://issues.apache.org/jira/browse/IGNITE-9437
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9415:
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Summary: [ML] Using sparce vectors in LSQR and MLP
Key: IGNITE-9415
URL: https://issues.apache.org/jira/browse/IGNITE-9415
Project: Ignite
Issue Type:
Yury Babak created IGNITE-9414:
--
Summary: [ML] Using sparce vectors in Tree-based algorithms.
Key: IGNITE-9414
URL: https://issues.apache.org/jira/browse/IGNITE-9414
Project: Ignite
Issue Type:
Yury Babak created IGNITE-9413:
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Summary: [ML] Learning rate optimization for GDB.
Key: IGNITE-9413
URL: https://issues.apache.org/jira/browse/IGNITE-9413
Project: Ignite
Issue Type:
Yury Babak created IGNITE-9412:
--
Summary: [ML] GDB convergence by error support.
Key: IGNITE-9412
URL: https://issues.apache.org/jira/browse/IGNITE-9412
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9387:
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Summary: [ML] Model updating
Key: IGNITE-9387
URL: https://issues.apache.org/jira/browse/IGNITE-9387
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9237:
--
Summary: [ML] Random forest optimization
Key: IGNITE-9237
URL: https://issues.apache.org/jira/browse/IGNITE-9237
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9158:
--
Summary: [ML] Pipeline
Key: IGNITE-9158
URL: https://issues.apache.org/jira/browse/IGNITE-9158
Project: Ignite
Issue Type: New Feature
Components: ml
Yury Babak created IGNITE-9065:
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Summary: Gradient boosting optimization
Key: IGNITE-9065
URL: https://issues.apache.org/jira/browse/IGNITE-9065
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9064:
--
Summary: Decision tree optimization
Key: IGNITE-9064
URL: https://issues.apache.org/jira/browse/IGNITE-9064
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-9034:
--
Summary: [ML] Add Estimator API support to TensorFlow cluster on
top of Apache Ignite
Key: IGNITE-9034
URL: https://issues.apache.org/jira/browse/IGNITE-9034
Project:
Yury Babak created IGNITE-9021:
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Summary: [ML] Refactor vectors to dence/sparse
Key: IGNITE-9021
URL: https://issues.apache.org/jira/browse/IGNITE-9021
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-8981:
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Summary: [ML] Parallel optimizations for BaggingTrainer
Key: IGNITE-8981
URL: https://issues.apache.org/jira/browse/IGNITE-8981
Project: Ignite
Issue Type:
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:
Yury Babak created IGNITE-8907:
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Summary: [ML] Using vectors in featureExtractor
Key: IGNITE-8907
URL: https://issues.apache.org/jira/browse/IGNITE-8907
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-8867:
--
Summary: Bootstrapping for learning sample
Key: IGNITE-8867
URL: https://issues.apache.org/jira/browse/IGNITE-8867
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-8840:
--
Summary: Random Forest
Key: IGNITE-8840
URL: https://issues.apache.org/jira/browse/IGNITE-8840
Project: Ignite
Issue Type: New Feature
Components: ml
Yury Babak created IGNITE-8795:
--
Summary: Add ability to start and maintain TensorFlow cluster on
top of Apache Ignite
Key: IGNITE-8795
URL: https://issues.apache.org/jira/browse/IGNITE-8795
Project:
Yury Babak created IGNITE-8792:
--
Summary: Introduction of TensorFlow integration module
Key: IGNITE-8792
URL: https://issues.apache.org/jira/browse/IGNITE-8792
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-8741:
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Summary: [ML] Make a tutorial for data preprocessing
Key: IGNITE-8741
URL: https://issues.apache.org/jira/browse/IGNITE-8741
Project: Ignite
Issue Type: Wish
Yury Babak created IGNITE-8680:
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Summary: Encoding categorical features with OneHotEncoder
Key: IGNITE-8680
URL: https://issues.apache.org/jira/browse/IGNITE-8680
Project: Ignite
Issue Type:
Yury Babak created IGNITE-8679:
--
Summary: Integration with tensorflow datasets
Key: IGNITE-8679
URL: https://issues.apache.org/jira/browse/IGNITE-8679
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-8670:
--
Summary: Umbrella: TensorFlow integration
Key: IGNITE-8670
URL: https://issues.apache.org/jira/browse/IGNITE-8670
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-8669:
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Summary: Model estimation
Key: IGNITE-8669
URL: https://issues.apache.org/jira/browse/IGNITE-8669
Project: Ignite
Issue Type: New Feature
Components:
Yury Babak created IGNITE-8668:
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Summary: K-fold cross validation of models
Key: IGNITE-8668
URL: https://issues.apache.org/jira/browse/IGNITE-8668
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-8667:
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Summary: Splitting of dataset to test and training sets
Key: IGNITE-8667
URL: https://issues.apache.org/jira/browse/IGNITE-8667
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-8666:
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Summary: Add ability of filtering data during datasets creation
Key: IGNITE-8666
URL: https://issues.apache.org/jira/browse/IGNITE-8666
Project: Ignite
Issue
Yury Babak created IGNITE-8665:
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Summary: Umbrella: ML model validation for 2.6 release
Key: IGNITE-8665
URL: https://issues.apache.org/jira/browse/IGNITE-8665
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-8664:
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Summary: Encoding categorical features
Key: IGNITE-8664
URL: https://issues.apache.org/jira/browse/IGNITE-8664
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-8663:
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Summary: L1,L2 normalization
Key: IGNITE-8663
URL: https://issues.apache.org/jira/browse/IGNITE-8663
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-8662:
--
Summary: Umbrella: ML data preprocessing for 2.6 release
Key: IGNITE-8662
URL: https://issues.apache.org/jira/browse/IGNITE-8662
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-8335:
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Summary: TensorFlow integration
Key: IGNITE-8335
URL: https://issues.apache.org/jira/browse/IGNITE-8335
Project: Ignite
Issue Type: New Feature
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
Yury Babak created IGNITE-8181:
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Summary: Broken javadoc in GA Grid
Key: IGNITE-8181
URL: https://issues.apache.org/jira/browse/IGNITE-8181
Project: Ignite
Issue Type: Bug
Components:
Yury Babak created IGNITE-7916:
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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
Yury Babak created IGNITE-7877:
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Summary: Improve code style in GA part
Key: IGNITE-7877
URL: https://issues.apache.org/jira/browse/IGNITE-7877
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-7741:
--
Summary: Fix javadoc for QR factorization
Key: IGNITE-7741
URL: https://issues.apache.org/jira/browse/IGNITE-7741
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7716:
--
Summary: Red selftest in ML examples
Key: IGNITE-7716
URL: https://issues.apache.org/jira/browse/IGNITE-7716
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7643:
--
Summary: Broken javadoc in partitioned dataset
Key: IGNITE-7643
URL: https://issues.apache.org/jira/browse/IGNITE-7643
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-7511:
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Summary: FCM documentation
Key: IGNITE-7511
URL: https://issues.apache.org/jira/browse/IGNITE-7511
Project: Ignite
Issue Type: Task
Components:
Yury Babak created IGNITE-7509:
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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:
Yury Babak created IGNITE-7504:
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Summary: Decision tree documentation
Key: IGNITE-7504
URL: https://issues.apache.org/jira/browse/IGNITE-7504
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-7503:
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Summary: MLP documentation
Key: IGNITE-7503
URL: https://issues.apache.org/jira/browse/IGNITE-7503
Project: Ignite
Issue Type: Sub-task
Components:
Yury Babak created IGNITE-7484:
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Summary: Documentation for new lin reg trainer.
Key: IGNITE-7484
URL: https://issues.apache.org/jira/browse/IGNITE-7484
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-7438:
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Summary: LSQR: Sparse Equations and Least Squares for Lin
Regression
Key: IGNITE-7438
URL: https://issues.apache.org/jira/browse/IGNITE-7438
Project: Ignite
Yury Babak created IGNITE-7437:
--
Summary: Partition based dataset implementation
Key: IGNITE-7437
URL: https://issues.apache.org/jira/browse/IGNITE-7437
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-7350:
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Summary: Distributed MLP cleanup/refactoring
Key: IGNITE-7350
URL: https://issues.apache.org/jira/browse/IGNITE-7350
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7332:
--
Summary: Create selftest suite for ml examples
Key: IGNITE-7332
URL: https://issues.apache.org/jira/browse/IGNITE-7332
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-7297:
--
Summary: Javadoc warning for RProp in MLP
Key: IGNITE-7297
URL: https://issues.apache.org/jira/browse/IGNITE-7297
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7242:
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Summary: Broken javadoc for KNN
Key: IGNITE-7242
URL: https://issues.apache.org/jira/browse/IGNITE-7242
Project: Ignite
Issue Type: Bug
Components: ml
Yury Babak created IGNITE-7213:
--
Summary: Empty class descriptions for KNNModelFormat
Key: IGNITE-7213
URL: https://issues.apache.org/jira/browse/IGNITE-7213
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7205:
--
Summary: DataSet API
Key: IGNITE-7205
URL: https://issues.apache.org/jira/browse/IGNITE-7205
Project: Ignite
Issue Type: New Feature
Components: ml
Yury Babak created IGNITE-7174:
--
Summary: Local MLP
Key: IGNITE-7174
URL: https://issues.apache.org/jira/browse/IGNITE-7174
Project: Ignite
Issue Type: Sub-task
Components: ml
Yury Babak created IGNITE-7169:
--
Summary: Missed javadoc for IgniteToDoubleFunction
Key: IGNITE-7169
URL: https://issues.apache.org/jira/browse/IGNITE-7169
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-7150:
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Summary: Gradient boosting for lin regression
Key: IGNITE-7150
URL: https://issues.apache.org/jira/browse/IGNITE-7150
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-7149:
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Summary: Gradient boosting for decision tree
Key: IGNITE-7149
URL: https://issues.apache.org/jira/browse/IGNITE-7149
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-7096:
--
Summary: Missed dependencies in examples pom files
Key: IGNITE-7096
URL: https://issues.apache.org/jira/browse/IGNITE-7096
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-6949:
--
Summary: Cleanup OLS code
Key: IGNITE-6949
URL: https://issues.apache.org/jira/browse/IGNITE-6949
Project: Ignite
Issue Type: Bug
Security Level: Public
Yury Babak created IGNITE-6899:
--
Summary: Adding GA Grid to Apache Ignite ML module.
Key: IGNITE-6899
URL: https://issues.apache.org/jira/browse/IGNITE-6899
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-6884:
--
Summary: Implement of tensorFold() and tensorProduct() for vectors
and matrices
Key: IGNITE-6884
URL: https://issues.apache.org/jira/browse/IGNITE-6884
Project: Ignite
Yury Babak created IGNITE-6882:
--
Summary: Introduction of computation graph
Key: IGNITE-6882
URL: https://issues.apache.org/jira/browse/IGNITE-6882
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-6880:
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Summary: KNN(k nearest neighbor) algorithm
Key: IGNITE-6880
URL: https://issues.apache.org/jira/browse/IGNITE-6880
Project: Ignite
Issue Type: New Feature
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