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Aleksey Zinoviev resolved IGNITE-8170.
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Resolution: Fixed
> [ML] Adopt KMeans example to the Partitioned Dataset
>
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Aleksey Zinoviev resolved IGNITE-6969.
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Resolution: Not A Problem
There is no such constants and problems in current version
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Aleksey Zinoviev resolved IGNITE-6968.
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Resolution: Not A Problem
Currently it's not a problem.
> Move similar Cache
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Aleksey Zinoviev updated IGNITE-8403:
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Description:
Add binary logistic regression implementation based on partitioned dataset
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Aleksey Zinoviev edited comment on IGNITE-8403 at 4/26/18 3:00 PM:
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Aleksey Zinoviev updated IGNITE-8403:
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Description: Add binary logistic regression implementation based on
partitioned datasets
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Aleksey Zinoviev commented on IGNITE-8403:
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IGNITE-5059 is out of date and more than year there
Aleksey Zinoviev created IGNITE-8403:
Summary: [ML] Add Binary Logistic Regression based on partitioned
datasets and MLP
Key: IGNITE-8403
URL: https://issues.apache.org/jira/browse/IGNITE-8403
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Aleksey Zinoviev updated IGNITE-8399:
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Summary: Add documentation for SVM Binary and Multi-class classification
(release 2.5)
Aleksey Zinoviev created IGNITE-8399:
Summary: Add documentation for kNN classification (release 2.5)
Key: IGNITE-8399
URL: https://issues.apache.org/jira/browse/IGNITE-8399
Project: Ignite
Aleksey Zinoviev created IGNITE-8398:
Summary: Update documentation for KMeans clustering (release 2.5)
Key: IGNITE-8398
URL: https://issues.apache.org/jira/browse/IGNITE-8398
Project: Ignite
Aleksey Zinoviev created IGNITE-8397:
Summary: Update documentation for kNN regression (release 2.5)
Key: IGNITE-8397
URL: https://issues.apache.org/jira/browse/IGNITE-8397
Project: Ignite
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Aleksey Zinoviev updated IGNITE-8396:
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Description:
In Apache Ignite 2.5 we have changed a kNN classification working on top of
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Aleksey Zinoviev updated IGNITE-8396:
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Summary: Update documentation for kNN classification (release 2.5) (was:
Add
Aleksey Zinoviev created IGNITE-8396:
Summary: Add documentation for kNN classification (release 2.5)
Key: IGNITE-8396
URL: https://issues.apache.org/jira/browse/IGNITE-8396
Project: Ignite
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Aleksey Zinoviev updated IGNITE-8169:
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Summary: [ML] Adopt KMeans to the new Partitioned Dataset and cleanup old
code (was:
Aleksey Zinoviev created IGNITE-8250:
Summary: Adopt Fuzzy CMeans to PartitionedDatasets
Key: IGNITE-8250
URL: https://issues.apache.org/jira/browse/IGNITE-8250
Project: Ignite
Issue
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Aleksey Zinoviev reassigned IGNITE-8169:
Assignee: Aleksey Zinoviev
> [ML] Implement Model-Trainer pair for KMeans based
Aleksey Zinoviev created IGNITE-8170:
Summary: [ML] Adopt KMeans example to the Partitioned Dataset
Key: IGNITE-8170
URL: https://issues.apache.org/jira/browse/IGNITE-8170
Project: Ignite
Aleksey Zinoviev created IGNITE-8169:
Summary: [ML] Implement Model-Trainer pair for KMeans based on
Partitioned Dataset
Key: IGNITE-8169
URL: https://issues.apache.org/jira/browse/IGNITE-8169
Aleksey Zinoviev created IGNITE-8168:
Summary: [ML] Add KMeans version for Partitioned Datasets
Key: IGNITE-8168
URL: https://issues.apache.org/jira/browse/IGNITE-8168
Project: Ignite
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Aleksey Zinoviev resolved IGNITE-7875.
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Resolution: Resolved
> [ML] Adopt SVM to the new Partitioned Dataset
>
Aleksey Zinoviev created IGNITE-8005:
Summary: [ML] Adopt SVM Linear MultiClass Classification Example
to the new Partitioned Dataset
Key: IGNITE-8005
URL: https://issues.apache.org/jira/browse/IGNITE-8005
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Aleksey Zinoviev closed IGNITE-7887.
> [ML] Adopt SVM Linear Multi-Class Classification Model and Trainer to the new
> Partitioned
Aleksey Zinoviev created IGNITE-7938:
Summary: [ML] Adopt KMeans to the new Partitioned Dataset
Key: IGNITE-7938
URL: https://issues.apache.org/jira/browse/IGNITE-7938
Project: Ignite
Aleksey Zinoviev created IGNITE-7932:
Summary: [ML] Adopt SVM Linear Binary Classification Example to
the new Partitioned Dataset
Key: IGNITE-7932
URL: https://issues.apache.org/jira/browse/IGNITE-7932
Aleksey Zinoviev created IGNITE-7887:
Summary: [ML] Adopt SVM Linear Multi-Class Classification Model
and Trainer to the new Partitioned Dataset
Key: IGNITE-7887
URL:
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Aleksey Zinoviev updated IGNITE-7875:
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Summary: [ML] Adopt SVM to the new Partitioned Dataset (was: Adopt SVM to
the new
Aleksey Zinoviev created IGNITE-7876:
Summary: [ML] Adopt SVM Linear Binary Classification Model and
Trainer to the new Partitioned Dataset
Key: IGNITE-7876
URL:
Aleksey Zinoviev created IGNITE-7875:
Summary: Adopt SVM to the new Partitioned Dataset
Key: IGNITE-7875
URL: https://issues.apache.org/jira/browse/IGNITE-7875
Project: Ignite
Issue
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Aleksey Zinoviev updated IGNITE-7830:
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Summary: Adopt kNN regression model to the new Partitioned Dataset (was:
Adopt kNN
Aleksey Zinoviev created IGNITE-7830:
Summary: Adopt kNN model to the new Partitioned Dataset
Key: IGNITE-7830
URL: https://issues.apache.org/jira/browse/IGNITE-7830
Project: Ignite
Aleksey Zinoviev created IGNITE-7829:
Summary: Adopt kNN regression example to the new Partitioned
Dataset
Key: IGNITE-7829
URL: https://issues.apache.org/jira/browse/IGNITE-7829
Project: Ignite
Aleksey Zinoviev created IGNITE-7828:
Summary: Adopt yardstick tests for the new version of kNN
regression algorithm
Key: IGNITE-7828
URL: https://issues.apache.org/jira/browse/IGNITE-7828
Aleksey Zinoviev created IGNITE-7827:
Summary: Adopt kNN regression to the new Partitioned Dataset
Key: IGNITE-7827
URL: https://issues.apache.org/jira/browse/IGNITE-7827
Project: Ignite
Aleksey Zinoviev created IGNITE-7797:
Summary: Adopt yardstick tests for the new version of kNN
classification algorithm
Key: IGNITE-7797
URL: https://issues.apache.org/jira/browse/IGNITE-7797
Aleksey Zinoviev created IGNITE-7796:
Summary: Adopt kNN classification example to the new datasets
Key: IGNITE-7796
URL: https://issues.apache.org/jira/browse/IGNITE-7796
Project: Ignite
Aleksey Zinoviev created IGNITE-7702:
Summary: Adopt KNN classification to the new Dataset from dataset
package
Key: IGNITE-7702
URL: https://issues.apache.org/jira/browse/IGNITE-7702
Project:
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Aleksey Zinoviev updated IGNITE-7452:
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Description: Add an example for Iris dataset (was: Add an example for
Iris dataset
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Aleksey Zinoviev reassigned IGNITE-7532:
Assignee: Denis Magda (was: Aleksey Zinoviev)
> kNN Documentation
>
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Aleksey Zinoviev commented on IGNITE-7532:
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[~dmagda] My mistake, totally rewrited the phrase
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Aleksey Zinoviev reassigned IGNITE-7532:
Assignee: Denis Magda (was: Aleksey Zinoviev)
> kNN Documentation
>
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Aleksey Zinoviev commented on IGNITE-7532:
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[~dmagda] Thank you for your comments, please look
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Aleksey Zinoviev commented on IGNITE-5059:
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[~vladisav] Could I assign this ticket on myself.
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Aleksey Zinoviev commented on IGNITE-7532:
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[~dmagda] Please look at the two docs for 2.4
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Aleksey Zinoviev reassigned IGNITE-7567:
Assignee: Aleksey Zinoviev
> ML example datasets should be moved in resource
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Aleksey Zinoviev updated IGNITE-7532:
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Labels: documentaion (was: )
Component/s: ml
> kNN Documentation
>
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Aleksey Zinoviev updated IGNITE-7532:
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Description: We want to add kNN Regression and Classification docs
> kNN Documentation
>
Aleksey Zinoviev created IGNITE-7532:
Summary: kNN Documentation
Key: IGNITE-7532
URL: https://issues.apache.org/jira/browse/IGNITE-7532
Project: Ignite
Issue Type: Task
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Aleksey Zinoviev updated IGNITE-7316:
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Description: (was: It should contain
# dataset for tests
# loss function
# binary
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Aleksey Zinoviev reassigned IGNITE-5646:
Assignee: (was: Aleksey Zinoviev)
> Use affinity keys for distributed matrice
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Aleksey Zinoviev reassigned IGNITE-5828:
Assignee: (was: Aleksey Zinoviev)
> Decompositions refactoring
>
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Aleksey Zinoviev updated IGNITE-7451:
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Description:
Compare and choose one of approaches _one-against-one or one-against-the
Aleksey Zinoviev created IGNITE-7452:
Summary: Make Linear SVM example for multi - classification
Key: IGNITE-7452
URL: https://issues.apache.org/jira/browse/IGNITE-7452
Project: Ignite
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Aleksey Zinoviev updated IGNITE-7451:
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Environment: (was: Compare and choose one of approaches
_one-against-one or
Aleksey Zinoviev created IGNITE-7451:
Summary: Make Linear SVM for multi-classification
Key: IGNITE-7451
URL: https://issues.apache.org/jira/browse/IGNITE-7451
Project: Ignite
Issue
Aleksey Zinoviev created IGNITE-7328:
Summary: Improve Labeled Dataset loading from txt file
Key: IGNITE-7328
URL: https://issues.apache.org/jira/browse/IGNITE-7328
Project: Ignite
Issue
Aleksey Zinoviev created IGNITE-7327:
Summary: Add CSV loading to Labeled Dataset with Loader
Key: IGNITE-7327
URL: https://issues.apache.org/jira/browse/IGNITE-7327
Project: Ignite
Aleksey Zinoviev created IGNITE-7325:
Summary: Remove ExternalizeTest from all test and change on
ExternalizableTest
Key: IGNITE-7325
URL: https://issues.apache.org/jira/browse/IGNITE-7325
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Aleksey Zinoviev reassigned IGNITE-7205:
Assignee: Aleksey Zinoviev (was: Yury Babak)
> DataSet API
> ---
>
>
Aleksey Zinoviev created IGNITE-7317:
Summary: Make SVM Linear example for binary classification
Key: IGNITE-7317
URL: https://issues.apache.org/jira/browse/IGNITE-7317
Project: Ignite
Aleksey Zinoviev created IGNITE-7316:
Summary: Make Linear SVM for binary classification
Key: IGNITE-7316
URL: https://issues.apache.org/jira/browse/IGNITE-7316
Project: Ignite
Issue
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https://issues.apache.org/jira/browse/IGNITE-7022?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16289311#comment-16289311
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Aleksey Zinoviev commented on IGNITE-7022:
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Please, see QuadTree usage in FlinkML
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Aleksey Zinoviev commented on IGNITE-7079:
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[~chief] Please review
> Add examples for kNN
Aleksey Zinoviev created IGNITE-7079:
Summary: Add examples for kNN classification and for kNN regression
Key: IGNITE-7079
URL: https://issues.apache.org/jira/browse/IGNITE-7079
Project: Ignite
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Aleksey Zinoviev updated IGNITE-7025:
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Description:
For example, it can be four strategies
* Fill missed value with zero or
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Aleksey Zinoviev updated IGNITE-7025:
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Description:
For example, it can be four strategies
public enum FillMissingValueWith {
Aleksey Zinoviev created IGNITE-7025:
Summary: Implement different strategies to fill missed data in
LabeledDataset during loading from file
Key: IGNITE-7025
URL:
Aleksey Zinoviev created IGNITE-7022:
Summary: Use QuadTree for kNN performance
Key: IGNITE-7022
URL: https://issues.apache.org/jira/browse/IGNITE-7022
Project: Ignite
Issue Type:
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https://issues.apache.org/jira/browse/IGNITE-6949?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16260859#comment-16260859
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Aleksey Zinoviev commented on IGNITE-6949:
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[~chief] please review, I formatted changed files
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Aleksey Zinoviev reassigned IGNITE-6968:
Assignee: Aleksey Zinoviev
> Move similar Cache configurations in matrices and
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Aleksey Zinoviev reassigned IGNITE-6969:
Assignee: Aleksey Zinoviev
> Move constants with influence on performance to
Aleksey Zinoviev created IGNITE-6969:
Summary: Move constants with influence on performance to separate
config
Key: IGNITE-6969
URL: https://issues.apache.org/jira/browse/IGNITE-6969
Project:
Aleksey Zinoviev created IGNITE-6968:
Summary: Move similar Cache configurations in matrices and models
to one Java or XML config
Key: IGNITE-6968
URL: https://issues.apache.org/jira/browse/IGNITE-6968
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Aleksey Zinoviev updated IGNITE-6949:
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Component/s: ml
> Cleanup OLS code
>
>
> Key:
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Aleksey Zinoviev commented on IGNITE-6880:
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I have any experience with kNN implementation for
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Aleksey Zinoviev reassigned IGNITE-6880:
Assignee: Aleksey Zinoviev
> KNN(k nearest neighbor) algorithm
>
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Aleksey Zinoviev resolved IGNITE-6805.
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Resolution: Fixed
Fix Version/s: 2.4
> Tests are red for another MAX_BLOCK_SIZE
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Aleksey Zinoviev updated IGNITE-6805:
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Component/s: ml
> Tests are red for another MAX_BLOCK_SIZE value (4 or 8 instead 32)
>
Aleksey Zinoviev created IGNITE-6805:
Summary: Tests are red for another MAX_BLOCK_SIZE value (4 or 8
instead 32)
Key: IGNITE-6805
URL: https://issues.apache.org/jira/browse/IGNITE-6805
Project:
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https://issues.apache.org/jira/browse/IGNITE-6585?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-6585:
Assignee: Aleksey Zinoviev (was: Oleg Ignatenko)
> SVM for Apache Ignite ML
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Aleksey Zinoviev commented on IGNITE-6761:
--
If you close this ticket it will close next bug
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Aleksey Zinoviev reassigned IGNITE-6761:
Assignee: Aleksey Zinoviev
> Change block numeration in SparseBlockMatrixStorage
Aleksey Zinoviev created IGNITE-6761:
Summary: Change block numeration in SparseBlockMatrixStorage
Key: IGNITE-6761
URL: https://issues.apache.org/jira/browse/IGNITE-6761
Project: Ignite
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Aleksey Zinoviev reassigned IGNITE-6761:
Assignee: Yury Babak (was: Aleksey Zinoviev)
> Change block numeration in
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Aleksey Zinoviev reassigned IGNITE-5646:
Assignee: Aleksey Zinoviev
> Use affinity keys for distributed matrice blocks
>
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Aleksey Zinoviev reassigned IGNITE-6693:
Assignee: Yury Babak (was: Aleksey Zinoviev)
> Private method initBlockFor in
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Aleksey Zinoviev reassigned IGNITE-6693:
Assignee: Aleksey Zinoviev
> Private method initBlockFor in BlockMatrixStorage
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Aleksey Zinoviev updated IGNITE-6693:
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Summary: Private method initBlockFor in BlockMatrixStorage works incorrect
for small
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Aleksey Zinoviev updated IGNITE-6693:
-
Description:
It creates block 1*1 for matrix 1*6. It should create 1*6 block.
Possible
Aleksey Zinoviev created IGNITE-6693:
Summary: private method initBlockFor in BlockMatrixStorage works
incorrect for small matricies
Key: IGNITE-6693
URL: https://issues.apache.org/jira/browse/IGNITE-6693
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Aleksey Zinoviev edited comment on IGNITE-6222 at 10/17/17 2:30 PM:
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Aleksey Zinoviev edited comment on IGNITE-6222 at 10/17/17 2:30 PM:
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Aleksey Zinoviev edited comment on IGNITE-6222 at 10/17/17 2:29 PM:
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https://issues.apache.org/jira/browse/IGNITE-6222?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-6222.
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Resolution: Duplicate
This is not a bug, this is a feature (not implemented yet)
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https://issues.apache.org/jira/browse/IGNITE-5846?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-5846:
Assignee: Aleksey Zinoviev
> Add support of distributed matrices for OLS
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https://issues.apache.org/jira/browse/IGNITE-5828?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-5828:
Assignee: Aleksey Zinoviev
> Decompositions refactoring
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