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Joseph K. Bradley resolved SPARK-23758.
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Resolution: Done
> MLlib 2.4 Roadmap
> -
>
> Key:
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Joseph K. Bradley updated SPARK-23758:
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Affects Version/s: (was: 3.0.0)
2.4.0
> MLlib 2.4 Roadmap
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Joseph K. Bradley commented on SPARK-23758:
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Ah sorry, we stopped using this. I'll close it.
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Joseph K. Bradley updated SPARK-26960:
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Description:
[SPARK-23674] added SparkListeners for some spark.ml events, as well as
Joseph K. Bradley created SPARK-26960:
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Summary: Reduce flakiness of Spark ML Listener test suite by
waiting for listener bus to clear
Key: SPARK-26960
URL: https://issues.apache.org/jira/browse/SPARK-26960
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Joseph K. Bradley updated SPARK-25994:
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Labels: SPIP (was: )
> SPIP: Property Graphs, Cypher Queries, and Algorithms
>
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Joseph K. Bradley updated SPARK-25324:
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Fix Version/s: 2.4.0
> ML 2.4 QA: API: Java compatibility, docs
>
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Joseph K. Bradley updated SPARK-25320:
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Fix Version/s: 2.4.0
> ML, Graph 2.4 QA: API: Binary incompatible changes
>
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Joseph K. Bradley commented on SPARK-25321:
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[~WeichenXu123] Have you been able to look into
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Joseph K. Bradley commented on SPARK-25321:
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You're right; these are breaking changes. If
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Joseph K. Bradley commented on SPARK-25397:
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CC [~smilegator], [~cloud_fan] for visibility
>
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Joseph K. Bradley updated SPARK-25397:
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Priority: Minor (was: Major)
> SparkSession.conf fails when given default value with
Joseph K. Bradley created SPARK-25397:
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Summary: SparkSession.conf fails when given default value with
Python 3
Key: SPARK-25397
URL: https://issues.apache.org/jira/browse/SPARK-25397
Project:
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Joseph K. Bradley resolved SPARK-25268.
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Resolution: Fixed
Fix Version/s: 2.4.0
3.0.0
Issue
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Joseph K. Bradley reassigned SPARK-25268:
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Assignee: shahid
> runParallelPersonalizedPageRank throws serialization
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Joseph K. Bradley updated SPARK-25268:
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Shepherd: Joseph K. Bradley
> runParallelPersonalizedPageRank throws serialization
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Joseph K. Bradley resolved SPARK-25124.
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Resolution: Fixed
Fix Version/s: 2.3.2
Issue resolved by pull request 8
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Joseph K. Bradley updated SPARK-25124:
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Target Version/s: 2.3.2
> VectorSizeHint.size is buggy, breaking streaming pipeline
>
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Joseph K. Bradley commented on SPARK-25124:
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I merged
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Joseph K. Bradley updated SPARK-25124:
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Target Version/s: 2.3.2, 2.4.0 (was: 2.3.2)
> VectorSizeHint.size is buggy, breaking
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Joseph K. Bradley updated SPARK-25124:
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Fix Version/s: 2.4.0
> VectorSizeHint.size is buggy, breaking streaming pipeline
>
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Joseph K. Bradley updated SPARK-25124:
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Shepherd: Joseph K. Bradley
> VectorSizeHint.size is buggy, breaking streaming
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Joseph K. Bradley reassigned SPARK-25124:
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Assignee: Huaxin Gao
> VectorSizeHint.size is buggy, breaking streaming
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https://issues.apache.org/jira/browse/SPARK-25149?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-25149.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22139
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Joseph K. Bradley reassigned SPARK-25149:
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Assignee: Bago Amirbekian
> Personalized PageRank raises an error if vertexIDs
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Joseph K. Bradley updated SPARK-25149:
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Summary: Personalized PageRank raises an error if vertexIDs are > MaxInt
(was:
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Joseph K. Bradley updated SPARK-25149:
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Shepherd: Joseph K. Bradley
> Personalized Page Rank raises an error if vertexIDs are
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Joseph K. Bradley reassigned SPARK-24632:
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Assignee: (was: Joseph K. Bradley)
> Allow 3rd-party libraries to use
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Joseph K. Bradley commented on SPARK-24632:
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I'm unassigning myself since I don't have time to
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Joseph K. Bradley commented on SPARK-24632:
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That's a good point. Let's do it your way. : )
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Joseph K. Bradley resolved SPARK-24852.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21799
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Joseph K. Bradley updated SPARK-24852:
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Shepherd: Joseph K. Bradley
> Have spark.ml training use updated `Instrumentation`
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Joseph K. Bradley reassigned SPARK-24852:
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Assignee: Bago Amirbekian
> Have spark.ml training use updated
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Joseph K. Bradley resolved SPARK-24747.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21719
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Joseph K. Bradley commented on SPARK-24632:
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CC [~yanboliang], [~holden.ka...@gmail.com]: You
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Joseph K. Bradley updated SPARK-24632:
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Description:
This is a follow-up for [SPARK-17025], which allowed users to implement
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Joseph K. Bradley reassigned SPARK-24632:
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Assignee: Joseph K. Bradley
> Allow 3rd-party libraries to use pyspark.ml
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Joseph K. Bradley updated SPARK-24632:
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Description:
This is a follow-up for [SPARK-17025], which allowed users to implement
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https://issues.apache.org/jira/browse/SPARK-21926?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-21926.
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Resolution: Fixed
Fix Version/s: 2.3.0
Marking fix version as 2.3.0 since
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Joseph K. Bradley updated SPARK-24465:
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Description:
Locality Sensitive Hashing (LSH) Models
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Joseph K. Bradley edited comment on SPARK-24465 at 6/22/18 6:39 PM:
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Joseph K. Bradley commented on SPARK-24465:
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Oh actually I think I made this by mistake? I
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Joseph K. Bradley resolved SPARK-24465.
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Resolution: Fixed
Assignee: Joseph K. Bradley
Fix Version/s: 2.3.1
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Joseph K. Bradley updated SPARK-24465:
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Description:
Locality Sensitive Hashing (LSH) Models
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Joseph K. Bradley commented on SPARK-24465:
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You're right; I did not read [SPARK-12878]
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Joseph K. Bradley updated SPARK-12878:
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Description:
Spark 1.6.0 crashes when using nested User Defined Types in a Dataframe.
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https://issues.apache.org/jira/browse/SPARK-19498?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16520666#comment-16520666
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Joseph K. Bradley commented on SPARK-19498:
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Sure, comments are welcome! Or links to JIRAs,
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Joseph K. Bradley updated SPARK-17025:
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Comment: was deleted
(was: Thank you for your e-mail. I am on businees travel until
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Joseph K. Bradley reassigned SPARK-17025:
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Assignee: Ajay Saini
> Cannot persist PySpark ML Pipeline model that includes
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Joseph K. Bradley resolved SPARK-17025.
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Resolution: Fixed
Fix Version/s: 2.3.0
Fixed by linked JIRAs
> Cannot
Joseph K. Bradley created SPARK-24632:
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Summary: Allow 3rd-party libraries to use pyspark.ml abstractions
for Java wrappers for persistence
Key: SPARK-24632
URL:
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Joseph K. Bradley commented on SPARK-17025:
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We've tested it with Python-only implementations,
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Joseph K. Bradley commented on SPARK-4591:
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There are still a few contained tasks which are
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Joseph K. Bradley commented on SPARK-11107:
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There are still lots of Transformers and
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Joseph K. Bradley resolved SPARK-11107.
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Resolution: Done
> spark.ml should support more input column types: umbrella
>
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Joseph K. Bradley commented on SPARK-24467:
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True, we would have to make the VectorAssembler
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Joseph K. Bradley commented on SPARK-15882:
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I'm afraid I don't have time to prioritize this
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Joseph K. Bradley updated SPARK-3723:
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Shepherd: (was: Joseph K. Bradley)
> DecisionTree, RandomForest: Add more
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Joseph K. Bradley updated SPARK-3727:
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Shepherd: (was: Joseph K. Bradley)
> Trees and ensembles: More prediction
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Joseph K. Bradley updated SPARK-5362:
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Shepherd: (was: Joseph K. Bradley)
> Gradient and Optimizer to support generic output
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Joseph K. Bradley updated SPARK-5556:
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Shepherd: (was: Joseph K. Bradley)
> Latent Dirichlet Allocation (LDA) using Gibbs
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Joseph K. Bradley updated SPARK-4591:
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Shepherd: (was: Joseph K. Bradley)
> Algorithm/model parity for spark.ml (Scala)
>
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Joseph K. Bradley updated SPARK-8799:
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Shepherd: (was: Joseph K. Bradley)
> OneVsRestModel should extend ClassificationModel
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Joseph K. Bradley updated SPARK-9120:
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Shepherd: (was: Joseph K. Bradley)
> Add multivariate regression (or prediction)
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Joseph K. Bradley updated SPARK-8767:
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Shepherd: (was: Joseph K. Bradley)
> Abstractions for InputColParam, OutputColParam
>
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Joseph K. Bradley updated SPARK-8799:
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Target Version/s: (was: 3.0.0)
> OneVsRestModel should extend ClassificationModel
>
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Joseph K. Bradley updated SPARK-7424:
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Shepherd: (was: Joseph K. Bradley)
> spark.ml classification, regression abstractions
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Joseph K. Bradley updated SPARK-21166:
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Shepherd: (was: Joseph K. Bradley)
> Automated ML persistence
>
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https://issues.apache.org/jira/browse/SPARK-14585?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-14585:
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Shepherd: (was: Joseph K. Bradley)
> Provide accessor methods for Pipeline stages
>
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https://issues.apache.org/jira/browse/SPARK-19591?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-19591:
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Shepherd: (was: Joseph K. Bradley)
> Add sample weights to decision trees
>
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Joseph K. Bradley updated SPARK-9140:
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Shepherd: (was: Joseph K. Bradley)
> Replace TimeTracker by Stopwatch
>
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Joseph K. Bradley updated SPARK-15573:
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Shepherd: (was: Joseph K. Bradley)
> Backwards-compatible persistence for spark.ml
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Joseph K. Bradley updated SPARK-19498:
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Shepherd: (was: Joseph K. Bradley)
> Discussion: Making MLlib APIs extensible for
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Joseph K. Bradley updated SPARK-24359:
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Shepherd: Xiangrui Meng (was: Joseph K. Bradley)
> SPIP: ML Pipelines in R
>
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Joseph K. Bradley updated SPARK-24097:
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Shepherd: (was: Joseph K. Bradley)
> Instruments improvements - RandomForest and
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Joseph K. Bradley updated SPARK-21926:
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Shepherd: (was: Joseph K. Bradley)
> Compatibility between ML Transformers and
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Joseph K. Bradley updated SPARK-24212:
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Shepherd: (was: Joseph K. Bradley)
> PrefixSpan in spark.ml: user guide section
>
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Joseph K. Bradley resolved SPARK-14376.
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Resolution: Fixed
Fix Version/s: 2.4.0
> spark.ml parity for trees
>
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https://issues.apache.org/jira/browse/SPARK-10817?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley reassigned SPARK-10817:
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Assignee: (was: Joseph K. Bradley)
> ML abstraction umbrella
>
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Joseph K. Bradley reassigned SPARK-5572:
Assignee: (was: Joseph K. Bradley)
> LDA improvement listing
>
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https://issues.apache.org/jira/browse/SPARK-4285?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley reassigned SPARK-4285:
Assignee: (was: Joseph K. Bradley)
> Transpose RDD[Vector] to column store
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Joseph K. Bradley updated SPARK-5572:
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Shepherd: (was: Joseph K. Bradley)
> LDA improvement listing
> ---
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Joseph K. Bradley reassigned SPARK-7206:
Assignee: (was: Joseph K. Bradley)
> Gaussian Mixture Model (GMM)
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Joseph K. Bradley commented on SPARK-14376:
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Thanks! I'll close it.
> spark.ml parity for
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Joseph K. Bradley reassigned SPARK-14604:
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Assignee: (was: Joseph K. Bradley)
> Modify design of ML model summaries
>
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Joseph K. Bradley commented on SPARK-22666:
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Side note: The Java library we use for reading
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Joseph K. Bradley commented on SPARK-24359:
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It sounds like everyone is agreed on the fact
Joseph K. Bradley created SPARK-24467:
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Summary: VectorAssemblerEstimator
Key: SPARK-24467
URL: https://issues.apache.org/jira/browse/SPARK-24467
Project: Spark
Issue Type: New Feature
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https://issues.apache.org/jira/browse/SPARK-24465?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-24465:
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Description:
Locality Sensitive Hashing (LSH) Models
Joseph K. Bradley created SPARK-24465:
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Summary: LSHModel should support Structured Streaming for transform
Key: SPARK-24465
URL: https://issues.apache.org/jira/browse/SPARK-24465
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-24465?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-24465:
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Environment: (was: Locality Sensitive Hashing (LSH) Models
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https://issues.apache.org/jira/browse/SPARK-24359?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16497203#comment-16497203
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Joseph K. Bradley commented on SPARK-24359:
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Clarification question: [~falaki] did you mean to
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https://issues.apache.org/jira/browse/SPARK-22666?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-22666:
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Summary: Spark datasource for image format (was: Spark reader source for
image
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https://issues.apache.org/jira/browse/SPARK-24359?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16491412#comment-16491412
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Joseph K. Bradley commented on SPARK-24359:
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Regarding separating repos: What's the conclusion?
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Joseph K. Bradley updated SPARK-24359:
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Description:
h1. Background and motivation
SparkR supports calling MLlib
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https://issues.apache.org/jira/browse/SPARK-23455?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16491354#comment-16491354
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Joseph K. Bradley commented on SPARK-23455:
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Yep, thanks [~viirya] for answering! It will
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https://issues.apache.org/jira/browse/SPARK-24300?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-24300:
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Shepherd: Joseph K. Bradley
> generateLDAData in ml.cluster.LDASuite didn't set seed
Joseph K. Bradley created SPARK-24333:
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Summary: Add fit with validation set to spark.ml GBT: Python API
Key: SPARK-24333
URL: https://issues.apache.org/jira/browse/SPARK-24333
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-7132?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-7132.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21129
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https://issues.apache.org/jira/browse/SPARK-22884?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley reassigned SPARK-22884:
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Assignee: Sandor Murakozi
> ML test for StructuredStreaming:
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