Yury Babak created IGNITE-5000:
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Summary: Rename Ignite Math module to Ignite ML module
Key: IGNITE-5000
URL: https://issues.apache.org/jira/browse/IGNITE-5000
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-5029:
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Summary: Ignite ML next steps
Key: IGNITE-5029
URL: https://issues.apache.org/jira/browse/IGNITE-5029
Project: Ignite
Issue Type: Task
Reporter:
Yury Babak created IGNITE-5880:
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Summary: BLAS integration phase 2
Key: IGNITE-5880
URL: https://issues.apache.org/jira/browse/IGNITE-5880
Project: Ignite
Issue Type: Sub-task
Yury Babak created IGNITE-5925:
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Summary: Get row/col for matrices
Key: IGNITE-5925
URL: https://issues.apache.org/jira/browse/IGNITE-5925
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-6059:
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Summary: Use any distributed matrix in K-Means
Key: IGNITE-6059
URL: https://issues.apache.org/jira/browse/IGNITE-6059
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-5777:
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Summary: BLAS integration
Key: IGNITE-5777
URL: https://issues.apache.org/jira/browse/IGNITE-5777
Project: Ignite
Issue Type: Task
Components: ml
Yury Babak created IGNITE-5724:
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Summary: Remove all autoboxing staff from the component.
Key: IGNITE-5724
URL: https://issues.apache.org/jira/browse/IGNITE-5724
Project: Ignite
Issue Type:
Yury Babak created IGNITE-5725:
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Summary: Adopt TracerTest for TC builds.
Key: IGNITE-5725
URL: https://issues.apache.org/jira/browse/IGNITE-5725
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5723:
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Summary: Improve code quality for existing code.
Key: IGNITE-5723
URL: https://issues.apache.org/jira/browse/IGNITE-5723
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-5791:
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Summary: Block matrix Introduction
Key: IGNITE-5791
URL: https://issues.apache.org/jira/browse/IGNITE-5791
Project: Ignite
Issue Type: Sub-task
Yury Babak created IGNITE-5801:
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Summary: Externalization for offheap vectors/matrices
Key: IGNITE-5801
URL: https://issues.apache.org/jira/browse/IGNITE-5801
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5825:
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Summary: K-Means refactoring
Key: IGNITE-5825
URL: https://issues.apache.org/jira/browse/IGNITE-5825
Project: Ignite
Issue Type: Bug
Components: ml
Yury Babak created IGNITE-5824:
--
Summary: Adjust precision in math unit tests.
Key: IGNITE-5824
URL: https://issues.apache.org/jira/browse/IGNITE-5824
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5827:
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Summary: Benchmarks refactoring
Key: IGNITE-5827
URL: https://issues.apache.org/jira/browse/IGNITE-5827
Project: Ignite
Issue Type: Bug
Components: ml
Yury Babak created IGNITE-5826:
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Summary: OLS refactoring
Key: IGNITE-5826
URL: https://issues.apache.org/jira/browse/IGNITE-5826
Project: Ignite
Issue Type: Bug
Components: ml
Yury Babak created IGNITE-5828:
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Summary: Decompositions refactoring
Key: IGNITE-5828
URL: https://issues.apache.org/jira/browse/IGNITE-5828
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5856:
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Summary: BLAS integration phase 1
Key: IGNITE-5856
URL: https://issues.apache.org/jira/browse/IGNITE-5856
Project: Ignite
Issue Type: Sub-task
Yury Babak created IGNITE-5845:
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Summary: Benchmarks for ML algorithms.
Key: IGNITE-5845
URL: https://issues.apache.org/jira/browse/IGNITE-5845
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-5844:
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Summary: Distributed versions of matrix decompositions
Key: IGNITE-5844
URL: https://issues.apache.org/jira/browse/IGNITE-5844
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-5846:
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Summary: Add support of distributed matrices for OLS regression.
Key: IGNITE-5846
URL: https://issues.apache.org/jira/browse/IGNITE-5846
Project: Ignite
Issue
Yury Babak created IGNITE-5847:
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Summary: API for Models
Key: IGNITE-5847
URL: https://issues.apache.org/jira/browse/IGNITE-5847
Project: Ignite
Issue Type: New Feature
Components: ml
Yury Babak created IGNITE-5799:
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Summary: Caching for some intermediate calcs
Key: IGNITE-5799
URL: https://issues.apache.org/jira/browse/IGNITE-5799
Project: Ignite
Issue Type: Improvement
Yury Babak created IGNITE-5802:
--
Summary: Fix all wrong TODO comments in component
Key: IGNITE-5802
URL: https://issues.apache.org/jira/browse/IGNITE-5802
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5645:
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Summary: Locking mechanism for distributed matrices.
Key: IGNITE-5645
URL: https://issues.apache.org/jira/browse/IGNITE-5645
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-5646:
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Summary: Use affinity keys for distributed matrice blocks
Key: IGNITE-5646
URL: https://issues.apache.org/jira/browse/IGNITE-5646
Project: Ignite
Issue Type:
Yury Babak created IGNITE-5065:
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Summary: DSL/scription support
Key: IGNITE-5065
URL: https://issues.apache.org/jira/browse/IGNITE-5065
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-5112:
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Summary: Create OLS example
Key: IGNITE-5112
URL: https://issues.apache.org/jira/browse/IGNITE-5112
Project: Ignite
Issue Type: Task
Components: ml
Yury Babak created IGNITE-5113:
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Summary: K-means clustering
Key: IGNITE-5113
URL: https://issues.apache.org/jira/browse/IGNITE-5113
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-5114:
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Summary: Parallalel plus/multiply matrix algorithms.
Key: IGNITE-5114
URL: https://issues.apache.org/jira/browse/IGNITE-5114
Project: Ignite
Issue Type:
Yury Babak created IGNITE-5109:
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Summary: Refactoring for SparseDistributedMatrix
Key: IGNITE-5109
URL: https://issues.apache.org/jira/browse/IGNITE-5109
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-5216:
--
Summary: Add Stream API support to Ignite ML matrices.
Key: IGNITE-5216
URL: https://issues.apache.org/jira/browse/IGNITE-5216
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-5217:
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Summary: Gradient descent
Key: IGNITE-5217
URL: https://issues.apache.org/jira/browse/IGNITE-5217
Project: Ignite
Issue Type: Task
Components: ml
Yury Babak created IGNITE-5220:
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Summary: Partial derivatives calculation.
Key: IGNITE-5220
URL: https://issues.apache.org/jira/browse/IGNITE-5220
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-5218:
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Summary: Decision trees
Key: IGNITE-5218
URL: https://issues.apache.org/jira/browse/IGNITE-5218
Project: Ignite
Issue Type: Task
Components: ml
Yury Babak created IGNITE-5246:
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Summary: Fuzzy c-means (FCM)
Key: IGNITE-5246
URL: https://issues.apache.org/jira/browse/IGNITE-5246
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-5280:
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Summary: SparseDistributedMatrix refactorig
Key: IGNITE-5280
URL: https://issues.apache.org/jira/browse/IGNITE-5280
Project: Ignite
Issue Type: Sub-task
Yury Babak created IGNITE-5535:
--
Summary: BLAS support for offheap vector/matrix
Key: IGNITE-5535
URL: https://issues.apache.org/jira/browse/IGNITE-5535
Project: Ignite
Issue Type: Task
Yury Babak created IGNITE-6373:
--
Summary: Create example for local and distributed k-means algorithm
Key: IGNITE-6373
URL: https://issues.apache.org/jira/browse/IGNITE-6373
Project: Ignite
Yury Babak created IGNITE-6386:
--
Summary: Introduction of distributed neural networks.
Key: IGNITE-6386
URL: https://issues.apache.org/jira/browse/IGNITE-6386
Project: Ignite
Issue Type: New
Yury Babak created IGNITE-6585:
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Summary: SVM for Apache Ignite ML module
Key: IGNITE-6585
URL: https://issues.apache.org/jira/browse/IGNITE-6585
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-6642:
--
Summary: Integration with PMML
Key: IGNITE-6642
URL: https://issues.apache.org/jira/browse/IGNITE-6642
Project: Ignite
Issue Type: New Feature
Security
Yury Babak created IGNITE-6640:
--
Summary: Introduction of models import/export
Key: IGNITE-6640
URL: https://issues.apache.org/jira/browse/IGNITE-6640
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-6222:
--
Summary: Adapt Linear regression for distributed enviroment
Key: IGNITE-6222
URL: https://issues.apache.org/jira/browse/IGNITE-6222
Project: Ignite
Issue Type:
Yury Babak created IGNITE-6497:
--
Summary: Broken tests in ignite-2.1.5
Key: IGNITE-6497
URL: https://issues.apache.org/jira/browse/IGNITE-6497
Project: Ignite
Issue Type: Bug
Yury Babak created IGNITE-6123:
--
Summary: First performance measurement of implemented ml algorithms
Key: IGNITE-6123
URL: https://issues.apache.org/jira/browse/IGNITE-6123
Project: Ignite
Yury Babak created IGNITE-6880:
--
Summary: KNN(k nearest neighbor) algorithm
Key: IGNITE-6880
URL: https://issues.apache.org/jira/browse/IGNITE-6880
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-6878:
--
Summary: Naive Bayes classifier for ML module
Key: IGNITE-6878
URL: https://issues.apache.org/jira/browse/IGNITE-6878
Project: Ignite
Issue Type: New Feature
Yury Babak created IGNITE-6884:
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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-7205:
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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-7213:
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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-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-6899:
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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-6949:
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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-6849:
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Summary: Failed k-means tests with multiple nodes
Key: IGNITE-6849
URL: https://issues.apache.org/jira/browse/IGNITE-6849
Project: Ignite
Issue Type: Bug
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-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-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-7174:
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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:
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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-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-8795:
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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:
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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-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:
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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:
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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-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-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-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-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-8668:
--
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-8662:
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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-8667:
--
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-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-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-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-7438:
--
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-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-7503:
--
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-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-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-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-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-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-7350:
--
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-8840:
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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-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-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-9387:
--
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-9415:
--
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-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-9413:
--
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-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-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-9065:
--
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-9021:
--
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-9437:
--
Summary: [ML] Add performance benchmarks
Key: IGNITE-9437
URL: https://issues.apache.org/jira/browse/IGNITE-9437
Project: Ignite
Issue Type: Improvement
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