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Aleksey Zinoviev reassigned IGNITE-5846:
Assignee: Aleksey Zinoviev
> Add support of distributed matrices for OLS
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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 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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Aleksey Zinoviev edited comment on IGNITE-6222 at 10/17/17 2:29 PM:
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Aleksey Zinoviev reassigned IGNITE-5828:
Assignee: Aleksey Zinoviev
> Decompositions refactoring
>
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Aleksey Zinoviev reassigned IGNITE-6880:
Assignee: Aleksey Zinoviev
> KNN(k nearest neighbor) algorithm
>
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Aleksey Zinoviev commented on IGNITE-6880:
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I have any experience with kNN implementation for
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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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-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 commented on IGNITE-7079:
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[~chief] Please review
> Add examples for kNN
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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 updated IGNITE-6949:
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Component/s: ml
> Cleanup OLS code
>
>
> Key:
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Aleksey Zinoviev reassigned IGNITE-6968:
Assignee: Aleksey Zinoviev
> Move similar Cache configurations in matrices and
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 reassigned IGNITE-6969:
Assignee: Aleksey Zinoviev
> Move constants with influence on performance to
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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 updated IGNITE-6805:
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Component/s: ml
> Tests are red for another MAX_BLOCK_SIZE value (4 or 8 instead 32)
>
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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 reassigned IGNITE-5646:
Assignee: Aleksey Zinoviev
> Use affinity keys for distributed matrice blocks
>
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 updated IGNITE-8451:
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Description:
Remove
* loading from file
* distributed version (we need local version
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Aleksey Zinoviev updated IGNITE-8451:
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Description:
Remove
* loading from file
* distributed version (we need local version
Aleksey Zinoviev created IGNITE-8451:
Summary: [ML] Refactor Labeled Dataset: remove unused methods and
fields
Key: IGNITE-8451
URL: https://issues.apache.org/jira/browse/IGNITE-8451
Project:
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https://issues.apache.org/jira/browse/IGNITE-8450?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev updated IGNITE-8450:
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Description:
Remove
* unused algebraic classes
* related tests
* related matrix
Aleksey Zinoviev created IGNITE-8450:
Summary: [ML] Cleanup the ML package: remove unused vector/matrix
classes
Key: IGNITE-8450
URL: https://issues.apache.org/jira/browse/IGNITE-8450
Project:
Aleksey Zinoviev created IGNITE-8410:
Summary: [ML] Unify KNNClassification/KNNRegression Model Trainer
.fit() signatures
Key: IGNITE-8410
URL: https://issues.apache.org/jira/browse/IGNITE-8410
Aleksey Zinoviev created IGNITE-8511:
Summary: [ML] Add support for Multi-Class Logistic Regression
Key: IGNITE-8511
URL: https://issues.apache.org/jira/browse/IGNITE-8511
Project: Ignite
Aleksey Zinoviev created IGNITE-8542:
Summary: [ML] Add OneVsRest Trainer to handle cases with multiple
class labels in dataset
Key: IGNITE-8542
URL: https://issues.apache.org/jira/browse/IGNITE-8542
Aleksey Zinoviev created IGNITE-8567:
Summary: [ML] Add Imputer and Binarizer for data preprocessing
Key: IGNITE-8567
URL: https://issues.apache.org/jira/browse/IGNITE-8567
Project: Ignite
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Aleksey Zinoviev reassigned IGNITE-8451:
Assignee: Yury Babak (was: Aleksey Zinoviev)
> [ML] Refactor Labeled Dataset:
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Aleksey Zinoviev updated IGNITE-8664:
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Summary: Encoding categorical features with One-of-K Encoder (was:
Encoding
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Aleksey Zinoviev reassigned IGNITE-8669:
Assignee: Aleksey Zinoviev (was: Anton Dmitriev)
> Model estimation
>
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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-8168.
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Resolution: Fixed
> [ML] Add KMeans version for Partitioned Datasets
>
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Aleksey Zinoviev updated IGNITE-8250:
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Description: Add Model/Trainer, tests, example
> Adopt Fuzzy CMeans to
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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
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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 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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https://issues.apache.org/jira/browse/IGNITE-8398?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-8398:
Assignee: Akmal Chaudhri (was: Aleksey Zinoviev)
> Update documentation for
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https://issues.apache.org/jira/browse/IGNITE-8397?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-8397:
Assignee: Akmal Chaudhri (was: Aleksey Zinoviev)
> Update documentation for kNN
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https://issues.apache.org/jira/browse/IGNITE-8396?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-8396:
Assignee: Akmal Chaudhri (was: Aleksey Zinoviev)
> Update documentation for kNN
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Aleksey Zinoviev reassigned IGNITE-8399:
Assignee: Akmal Chaudhri (was: Aleksey Zinoviev)
> Add documentation for SVM
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 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:
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Description:
It creates block 1*1 for matrix 1*6. It should create 1*6 block.
Possible
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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 reassigned IGNITE-6761:
Assignee: Yury Babak (was: Aleksey Zinoviev)
> Change block numeration in
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 commented on IGNITE-6761:
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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
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https://issues.apache.org/jira/browse/IGNITE-7205?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-7205:
Assignee: Aleksey Zinoviev (was: Yury Babak)
> DataSet API
> ---
>
>
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-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
>
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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 commented on IGNITE-7532:
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[~dmagda] Thank you for your comments, please look
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Aleksey Zinoviev reassigned IGNITE-7532:
Assignee: Denis Magda (was: Aleksey Zinoviev)
> kNN Documentation
>
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https://issues.apache.org/jira/browse/IGNITE-5059?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16347335#comment-16347335
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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 reassigned IGNITE-7567:
Assignee: Aleksey Zinoviev
> ML example datasets should be moved in resource
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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 updated IGNITE-7452:
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Description: Add an example for Iris dataset (was: Add an example for
Iris dataset
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:
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-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-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-7325:
Summary: Remove ExternalizeTest from all test and change on
ExternalizableTest
Key: IGNITE-7325
URL: https://issues.apache.org/jira/browse/IGNITE-7325
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-7316:
Summary: Make Linear SVM for binary classification
Key: IGNITE-7316
URL: https://issues.apache.org/jira/browse/IGNITE-7316
Project: Ignite
Issue
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-9145:
Summary: [ML] Add different strategies to index labels in
StringEncoderTrainer
Key: IGNITE-9145
URL: https://issues.apache.org/jira/browse/IGNITE-9145
Aleksey Zinoviev created IGNITE-9239:
Summary: [ML] KMeansTrainer crashed if amount of possible clusters
more than amount of partitions in dataset
Key: IGNITE-9239
URL:
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https://issues.apache.org/jira/browse/IGNITE-5801?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5801.
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Resolution: Fixed
All offheap vectors will be removed in 2.7
> Externalization for
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https://issues.apache.org/jira/browse/IGNITE-5723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5723.
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Resolution: Invalid
Unclear ticket should be closed
> Improve code quality for
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https://issues.apache.org/jira/browse/IGNITE-5824?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5824.
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Resolution: Invalid
That problem is solved in another tickets
> Adjust precision in
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https://issues.apache.org/jira/browse/IGNITE-5799?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5799.
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Resolution: Invalid
The distirbuted matrices were removed from the codebase in 2.6
>
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Aleksey Zinoviev resolved IGNITE-5724.
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Resolution: Invalid
No this stuff in codebase
> Remove all autoboxing staff from the
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https://issues.apache.org/jira/browse/IGNITE-5219?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5219.
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Resolution: Won't Fix
The algorithm was totally changed
> Generalization of cost
Aleksey Zinoviev created IGNITE-9281:
Summary: [ML] Starter ML tasks
Key: IGNITE-9281
URL: https://issues.apache.org/jira/browse/IGNITE-9281
Project: Ignite
Issue Type: Wish
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https://issues.apache.org/jira/browse/IGNITE-5216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5216.
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Resolution: Won't Fix
> Add Stream API support to Ignite ML matrices.
>
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Aleksey Zinoviev updated IGNITE-5645:
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Summary: Locking mechanism for distributed datasets. (was: Locking
mechanism for
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https://issues.apache.org/jira/browse/IGNITE-5220?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5220.
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Resolution: Won't Fix
We algorithm was totally changed. This ticket was closed during
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https://issues.apache.org/jira/browse/IGNITE-5645?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-5645:
Assignee: Aleksey Zinoviev
> Locking mechanism for distributed datasets.
>
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https://issues.apache.org/jira/browse/IGNITE-5646?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5646.
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Resolution: Invalid
The distributed matrices were dropped from the codebase in 2.6
>
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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 resolved IGNITE-5828.
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Resolution: Invalid
The decomposition algorithms were removed in 2.6
>
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https://issues.apache.org/jira/browse/IGNITE-5825?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5825.
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Resolution: Invalid
The KMeans algorithm was totally changed
> K-Means refactoring
>
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https://issues.apache.org/jira/browse/IGNITE-6059?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-6059.
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Resolution: Invalid
This algorithm was totally rewritten
> Use any distributed
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https://issues.apache.org/jira/browse/IGNITE-5845?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5845.
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Resolution: Duplicate
> Benchmarks for ML algorithms.
> -
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https://issues.apache.org/jira/browse/IGNITE-5844?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev resolved IGNITE-5844.
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Resolution: Invalid
The matrix decomposition was removed in 2.6
> Distributed
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https://issues.apache.org/jira/browse/IGNITE-6642?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Aleksey Zinoviev reassigned IGNITE-6642:
Assignee: Aleksey Zinoviev
> Integration with PMML
> -
>
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Aleksey Zinoviev created IGNITE-9283:
Summary: [ML] Add Discrete Cosine preprocessor
Key: IGNITE-9283
URL: https://issues.apache.org/jira/browse/IGNITE-9283
Project: Ignite
Issue Type:
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