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Yury Babak updated IGNITE-5000:
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Description:
We want to rename math module to ml(machine learning) because it's a main
planned
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
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Yury Babak reassigned IGNITE-5000:
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Assignee: Anton Vinogradov (was: Yury Babak)
> Rename Ignite Math module to Ignite ML module
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Yury Babak reassigned IGNITE-5000:
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Assignee: Yury Babak (was: Anton Vinogradov)
> Rename Ignite Math module to Ignite ML module
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Yury Babak commented on IGNITE-5000:
[~avinogradov], could you please review this pull request?
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Yury Babak reassigned IGNITE-5040:
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Assignee: Yury Babak
> ML examples
> ---
>
> Key: IGNITE-5040
>
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Yury Babak commented on IGNITE-5000:
[~avinogradov], could you please review new pull request?
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:
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Yury Babak commented on IGNITE-5029:
Here is a special discussion on the dev list:
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Yury Babak updated IGNITE-5065:
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Summary: DSL/scripting support (was: DSL/scription support)
> DSL/scripting support
>
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Yury Babak reassigned IGNITE-5880:
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Assignee: Yury Babak
> BLAS integration phase 2
>
>
>
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
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Yury Babak commented on IGNITE-5859:
[~avinogradov] looks fine for me.
[~VitaliyB] please run all
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Yury Babak updated IGNITE-5777:
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Issue Type: New Feature (was: Task)
> BLAS integration
>
>
> Key:
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Yury Babak commented on IGNITE-5856:
[~amalykh] please take a look.
> BLAS integration phase 1
>
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Yury Babak updated IGNITE-5725:
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Summary: Adapt TracerTest for TC builds. (was: Adopt TracerTest for TC
builds.)
> Adapt TracerTest
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
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Yury Babak reassigned IGNITE-5925:
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Assignee: Yury Babak
> Get row/col for matrices
>
>
>
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Yury Babak updated IGNITE-5280:
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Fix Version/s: (was: 2.1)
2.2
> SparseDistributedMatrix refactorig
>
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-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
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Yury Babak updated IGNITE-5723:
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Environment: (was: (?) check code style for all sources.
(?) check code coverage.)
> Improve
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Yury Babak updated IGNITE-5723:
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Description:
(?) check code style for all sources.
(?) check code coverage.
> Improve code quality
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:
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https://issues.apache.org/jira/browse/IGNITE-5688?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16080404#comment-16080404
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Yury Babak commented on IGNITE-5688:
[~amalykh] looks ok for me.
> Fix
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
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Yury Babak commented on IGNITE-5791:
Pull request: https://github.com/apache/ignite/pull/2326
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Yury Babak reassigned IGNITE-5278:
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Assignee: Yury Babak (was: Artem Malykh)
> BLAS implementation
> ---
>
>
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Yury Babak reassigned IGNITE-5777:
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Assignee: Yury Babak
> BLAS integration
>
>
> Key:
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Yury Babak commented on IGNITE-5791:
[~ptupitsyn], please have a look
> Block matrix Introduction
>
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Yury Babak commented on IGNITE-5791:
[~ptupitsyn], fixed in last commit.
> Block matrix Introduction
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:
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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:
--
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
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Yury Babak commented on IGNITE-5802:
[~ptupitsyn] could you please review those changes?
> Fix all
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Yury Babak commented on IGNITE-5278:
[~amalykh], I`ve made a few changes so please take a look.
>
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Yury Babak updated IGNITE-5278:
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Issue Type: New Feature (was: Sub-task)
Parent: (was: IGNITE-5114)
> BLAS
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Yury Babak commented on IGNITE-5278:
[~isapego] Could you take a look on this?
> BLAS implementation
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Yury Babak commented on IGNITE-5278:
[~isapego] thanks for review! The unnecessary double columns
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
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Yury Babak reassigned IGNITE-5856:
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Assignee: Yury Babak
> BLAS integration phase 1
>
>
>
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-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-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:
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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
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Yury Babak commented on IGNITE-5791:
[~ptupitsyn], please have a look again
NB: I've created
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:
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Yury Babak commented on IGNITE-5535:
[~oignatenko], you don't need do anything with CacheUtils for
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Yury Babak reopened IGNITE-5040:
It's looks like we accidentally lost those changes, so I reopen this ticket.
> ML examples
>
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:
--
Summary: Refactoring for SparseDistributedMatrix
Key: IGNITE-5109
URL: https://issues.apache.org/jira/browse/IGNITE-5109
Project: Ignite
Issue Type: Bug
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Yury Babak commented on IGNITE-5280:
[~oignatenko], [~amalykh] please take a look on this.
>
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Yury Babak updated IGNITE-5280:
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Summary: SparseDistributedMatrix refactoring (was: SparseDistributedMatrix
refactorig)
>
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Yury Babak commented on IGNITE-5280:
Some issues was fixed so please [~amalykh], [~oignatenko] check
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Yury Babak commented on IGNITE-5280:
TracerTest is green.
> SparseDistributedMatrix refactoring
>
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Yury Babak commented on IGNITE-5925:
[~amalykh] Please take a look.
> Get row/col for matrices
>
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Yury Babak reassigned IGNITE-5114:
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Assignee: Yury Babak
> Parallalel plus/multiply matrix algorithms.
>
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
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Yury Babak updated IGNITE-5217:
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Issue Type: New Feature (was: Task)
> Gradient descent
>
>
> Key:
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Yury Babak updated IGNITE-5216:
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Issue Type: New Feature (was: Task)
> Add Stream API support to Ignite ML matrices.
>
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Yury Babak updated IGNITE-5218:
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Issue Type: New Feature (was: Task)
> Decision trees
> --
>
> Key:
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https://issues.apache.org/jira/browse/IGNITE-5029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yury Babak resolved IGNITE-5029.
Resolution: Done
Fix Version/s: 2.1
The separate tickets was created for all planned
Yury Babak created IGNITE-5216:
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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
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Yury Babak updated IGNITE-5114:
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Component/s: ml
> Parallalel plus/multiply matrix algorithms.
>
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-5219:
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Summary: Generalization of cost function for Linear Regression.
Key: IGNITE-5219
URL: https://issues.apache.org/jira/browse/IGNITE-5219
Project: Ignite
Issue
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Yury Babak updated IGNITE-5102:
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Fix Version/s: 2.1
> Fix fold/map behavior for sparse matrices .
>
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Yury Babak closed IGNITE-5040.
--
> ML examples
> ---
>
> Key: IGNITE-5040
> URL:
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Yury Babak closed IGNITE-5000.
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> Rename Ignite Math module to Ignite ML module
> -
>
>
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Yury Babak closed IGNITE-5018.
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> review and improve javadocs in ML module
>
>
>
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
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Yury Babak commented on IGNITE-5218:
I think that it's also may include random forest implementation.
Yury Babak created IGNITE-5278:
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Summary: BLAS implementation
Key: IGNITE-5278
URL: https://issues.apache.org/jira/browse/IGNITE-5278
Project: Ignite
Issue Type: Sub-task
Reporter:
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
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https://issues.apache.org/jira/browse/IGNITE-5351?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yury Babak reassigned IGNITE-5351:
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Assignee: Artem Malykh (was: Yury Babak)
> Document K-means clustering algorithm
>
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Yury Babak updated IGNITE-5351:
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Component/s: ml
> Document K-means clustering algorithm
> -
>
>
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Yury Babak reassigned IGNITE-5350:
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Assignee: Artem Malykh (was: Yury Babak)
> Document ordinary least squares (OLS) linear
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Yury Babak updated IGNITE-5350:
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Component/s: ml
> Document ordinary least squares (OLS) linear regression
>
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Yury Babak reassigned IGNITE-5113:
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Assignee: Yury Babak (was: Artem Malykh)
> K-means clustering
> --
>
>
Yury Babak created IGNITE-5535:
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Summary: BLAS support for offheap vector/matrix
Key: IGNITE-5535
URL: https://issues.apache.org/jira/browse/IGNITE-5535
Project: Ignite
Issue Type: Task
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Yury Babak updated IGNITE-6394:
---
Fix Version/s: 2.3
> Can't create off-heap matrix with size over 2 Gb (int overflow in
>
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:
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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:
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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:
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Summary: Introduction of models import/export
Key: IGNITE-6640
URL: https://issues.apache.org/jira/browse/IGNITE-6640
Project: Ignite
Issue Type: New Feature
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https://issues.apache.org/jira/browse/IGNITE-6315?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16158676#comment-16158676
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Yury Babak commented on IGNITE-6315:
[~ustas] I know this problem. It will be fixed in
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https://issues.apache.org/jira/browse/IGNITE-6315?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yury Babak reassigned IGNITE-6315:
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Assignee: Yury Babak
> Exception during DistributedRegressionExample (ML)
>
Yury Babak created IGNITE-6222:
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Summary: Adapt Linear regression for distributed enviroment
Key: IGNITE-6222
URL: https://issues.apache.org/jira/browse/IGNITE-6222
Project: Ignite
Issue Type:
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