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Xiangrui Meng updated SPARK-3573:
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Shepherd: Michael Armbrust
> Dataset
> ---
>
> Key: SPARK-3573
>
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Xiangrui Meng updated SPARK-3569:
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Description:
Want to add a metadata field to StructField that can be used by other
applications l
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Xiangrui Meng updated SPARK-3569:
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Description:
Want to add a metadata field to StructField that can be used by other
applications l
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https://issues.apache.org/jira/browse/SPARK-3418?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3418:
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Assignee: Burak Yavuz
> [MLlib] Additional BLAS and Local Sparse Matrix support
>
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Xiangrui Meng commented on SPARK-3509:
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You can implement a special RandomDataGenerat
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Xiangrui Meng updated SPARK-2672:
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Fix Version/s: (was: 1.2.0)
> support compressed file in wholeFile()
> ---
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Xiangrui Meng updated SPARK-3525:
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Fix Version/s: (was: 1.2.0)
> Gradient boosting in MLLib
> --
>
>
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Xiangrui Meng updated SPARK-3507:
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Fix Version/s: (was: 1.2.0)
> Create RegressionLearner trait and make some currect code implem
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Xiangrui Meng updated SPARK-2505:
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Fix Version/s: (was: 1.2.0)
> Weighted Regularizer
>
>
>
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Xiangrui Meng commented on SPARK-3403:
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1) Yes, I saw this issue in Linux.
2) In Spar
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Xiangrui Meng updated SPARK-3270:
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Issue Type: New Feature (was: Improvement)
> Spark API for Application Extensions
> -
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Xiangrui Meng commented on SPARK-3403:
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Sorry, it should be netlib-java, but the real
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Xiangrui Meng updated SPARK-3573:
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Assignee: Xiangrui Meng
> Dataset
> ---
>
> Key: SPARK-3573
>
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Xiangrui Meng updated SPARK-3573:
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Description:
This JIRA is for discussion of ML dataset, essentially a SchemaRDD with extra
ML-spe
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Xiangrui Meng commented on SPARK-3530:
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[~eustache] The default implementation of mul
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Xiangrui Meng edited comment on SPARK-3530 at 9/18/14 10:06 PM:
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Xiangrui Meng updated SPARK-3573:
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Description:
This JIRA is for discussion of ML dataset, essentially a SchemaRDD with extra
ML-spe
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Xiangrui Meng resolved SPARK-3418.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2294
[https://githu
Xiangrui Meng created SPARK-3600:
Summary: RandomRDDs doesn't create primitive typed RDDs
Key: SPARK-3600
URL: https://issues.apache.org/jira/browse/SPARK-3600
Project: Spark
Issue Type: Bug
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Xiangrui Meng updated SPARK-3600:
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Summary: RDD[Double] doesn't use primitive arrays for caching (was:
RandomRDDs doesn't create pri
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Xiangrui Meng updated SPARK-3600:
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Description: RDD's classTag is not passed in through CacheManager. So
RDD[Double] uses object arra
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Xiangrui Meng updated SPARK-3600:
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Issue Type: Improvement (was: Bug)
> RDD[Double] doesn't use primitive arrays for caching
> -
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Xiangrui Meng updated SPARK-3600:
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Component/s: (was: MLlib)
> RDD[Double] doesn't use primitive arrays for caching
> ---
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Xiangrui Meng updated SPARK-3600:
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Assignee: (was: Xiangrui Meng)
> RDD[Double] doesn't use primitive arrays for caching
> --
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Xiangrui Meng updated SPARK-3600:
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Target Version/s: (was: 1.1.1, 1.2.0)
> RDD[Double] doesn't use primitive arrays for caching
> -
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Xiangrui Meng commented on SPARK-3573:
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[~sandyr] SQL/Streaming/GraphX provide comput
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Xiangrui Meng resolved SPARK-3491.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2378
[https://githu
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Xiangrui Meng reassigned SPARK-3541:
Assignee: Xiangrui Meng
> Improve ALS internal storage
>
>
>
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Xiangrui Meng resolved SPARK-1484.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2347
[https://githu
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Xiangrui Meng updated SPARK-1484:
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Assignee: Aaron Staple
> MLlib should warn if you are using an iterative algorithm on non-cached d
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Xiangrui Meng commented on SPARK-1405:
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[~Guoqiang Li] and [~pedrorodriguez], since t
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Xiangrui Meng updated SPARK-1405:
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Assignee: Guoqiang Li (was: Xusen Yin)
> parallel Latent Dirichlet Allocation (LDA) atop of spark
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Xiangrui Meng updated SPARK-1405:
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Shepherd: Xiangrui Meng
> parallel Latent Dirichlet Allocation (LDA) atop of spark in MLlib
>
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Xiangrui Meng commented on SPARK-1241:
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This is implemented MLlib:
https://github.co
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Xiangrui Meng commented on SPARK-3588:
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Please follow the instructions at
https://cw
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Xiangrui Meng commented on SPARK-3541:
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Wrote a new implementation that gives ~5x spe
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Xiangrui Meng commented on SPARK-1405:
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[~pedrorodriguez] Thanks for the update and s
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Xiangrui Meng resolved SPARK-3614.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2494
[https://githu
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Xiangrui Meng commented on SPARK-2516:
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The plan was to implement Bag of Little Boots
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Xiangrui Meng updated SPARK-2516:
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Assignee: Yu Ishikawa
> Bootstrapping
> -
>
> Key: SPARK-2516
>
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Xiangrui Meng resolved SPARK-3525.
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Resolution: Duplicate
[~epakhomov] Just realized that this duplicates SPARK-1547, which was assi
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Xiangrui Meng updated SPARK-1547:
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Shepherd: Joseph K. Bradley
> Add gradient boosting algorithm to MLlib
> -
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Xiangrui Meng updated SPARK-1547:
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Target Version/s: 1.2.0
> Add gradient boosting algorithm to MLlib
> -
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Xiangrui Meng updated SPARK-3700:
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Assignee: (was: Yin Huai)
> Improve the performance of JSON parser
> -
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Xiangrui Meng updated SPARK-3701:
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Priority: Minor (was: Major)
> Some clean-up work after the refactoring of MLlib's SerDe for PySp
Xiangrui Meng created SPARK-3701:
Summary: Some clean-up work after the refactoring of MLlib's SerDe
for PySpark
Key: SPARK-3701
URL: https://issues.apache.org/jira/browse/SPARK-3701
Project: Spark
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Xiangrui Meng updated SPARK-3702:
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Assignee: Joseph K. Bradley
> Standardize MLlib classes for learners, models
> ---
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Xiangrui Meng updated SPARK-1545:
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Assignee: Joseph K. Bradley (was: Manish Amde)
> Add Random Forest algorithm to MLlib
> -
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Xiangrui Meng resolved SPARK-1545.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2435
[https://githu
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Xiangrui Meng updated SPARK-3366:
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Assignee: Qiping Li
> Compute best splits distributively in decision tree
> --
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Xiangrui Meng resolved SPARK-2885.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 1778
[https://githu
Xiangrui Meng created SPARK-3735:
Summary: Sending the factor directly or AtA based on the cost in
ALS
Key: SPARK-3735
URL: https://issues.apache.org/jira/browse/SPARK-3735
Project: Spark
Is
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Xiangrui Meng commented on SPARK-3434:
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[~shivaram] Could you post the design of the
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Xiangrui Meng updated SPARK-3568:
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Priority: Major (was: Minor)
Target Version/s: 1.2.0
Shepherd: Xiangrui Me
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Xiangrui Meng updated SPARK-3366:
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Target Version/s: 1.2.0
> Compute best splits distributively in decision tree
> --
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Xiangrui Meng updated SPARK-3436:
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Summary: Streaming SVM (was: [MLlib]Streaming SVM )
> Streaming SVM
> --
>
>
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Xiangrui Meng updated SPARK-3486:
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Summary: Add PySpark support for Word2Vec (was: [MLlib]Add PySpark support
for Word2Vec)
> Add P
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Xiangrui Meng updated SPARK-3158:
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Target Version/s: 1.2.0
> Avoid 1 extra aggregation for DecisionTree training
> --
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Xiangrui Meng updated SPARK-3158:
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Priority: Major (was: Minor)
> Avoid 1 extra aggregation for DecisionTree training
>
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https://issues.apache.org/jira/browse/SPARK-3161?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3161:
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Priority: Major (was: Minor)
Target Version/s: 1.2.0
> Cache example-node map for Dec
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Xiangrui Meng commented on SPARK-3541:
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I put the implementation at
https://github.c
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Xiangrui Meng resolved SPARK-3701.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2548
[https://githu
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Xiangrui Meng updated SPARK-3751:
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Assignee: Joseph K. Bradley
> DecisionTreeRunner functionality improvement
> -
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Xiangrui Meng resolved SPARK-3751.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2604
[https://githu
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Xiangrui Meng updated SPARK-3572:
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Assignee: Joseph K. Bradley
> Support register UserType in SQL
>
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Xiangrui Meng resolved SPARK-3366.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2595
[https://githu
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Xiangrui Meng updated SPARK-1655:
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Assignee: Aaron Staple
> In naive Bayes, store conditional probabilities distributively.
> ---
Xiangrui Meng created SPARK-3820:
Summary: Specialize columnSimilarity() without any threshold
Key: SPARK-3820
URL: https://issues.apache.org/jira/browse/SPARK-3820
Project: Spark
Issue Type:
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Xiangrui Meng commented on SPARK-3803:
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In `computeCovariance`, we generate a warning
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Xiangrui Meng updated SPARK-1006:
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Component/s: MLlib
> MLlib ALS gets stack overflow with too many iterations
>
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Xiangrui Meng closed SPARK-3370.
Resolution: Duplicate
This is a known issue. We can fix it by checkpointing intermediate RDDs. For
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Xiangrui Meng updated SPARK-3424:
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Assignee: Derrick Burns
> KMeans Plus Plus is too slow
>
>
>
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Xiangrui Meng updated SPARK-3261:
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Assignee: Derrick Burns
> KMeans clusterer can return duplicate cluster centers
>
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Xiangrui Meng commented on SPARK-3828:
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`text8` doesn't contain any line feed charact
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Xiangrui Meng commented on SPARK-3434:
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[~shivaram] and [~ConcreteVitamin] Any update
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Xiangrui Meng reopened SPARK-3828:
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> Spark returns inconsistent results when building with different Hadoop
> version
> -
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Xiangrui Meng commented on SPARK-3828:
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I re-opened this because it may be a serious
Xiangrui Meng created SPARK-3838:
Summary: Python code example for Word2Vec in user guide
Key: SPARK-3838
URL: https://issues.apache.org/jira/browse/SPARK-3838
Project: Spark
Issue Type: Sub-
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Xiangrui Meng resolved SPARK-3790.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2622
[https://githu
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Xiangrui Meng resolved SPARK-3486.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2356
[https://githu
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Xiangrui Meng updated SPARK-3838:
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Assignee: (was: Liquan Pei)
> Python code example for Word2Vec in user guide
> ---
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Xiangrui Meng updated SPARK-3832:
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Assignee: DB Tsai
> Upgrade Breeze dependency to 0.10
> -
>
>
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https://issues.apache.org/jira/browse/SPARK-3832?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-3832.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2693
[https://githu
Xiangrui Meng created SPARK-3844:
Summary: Truncate appName in WebUI if it is too long
Key: SPARK-3844
URL: https://issues.apache.org/jira/browse/SPARK-3844
Project: Spark
Issue Type: Improve
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https://issues.apache.org/jira/browse/SPARK-3844?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3844:
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Attachment: long-title.png
> Truncate appName in WebUI if it is too long
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https://issues.apache.org/jira/browse/SPARK-3158?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3158:
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Assignee: Qiping Li
> Avoid 1 extra aggregation for DecisionTree training
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https://issues.apache.org/jira/browse/SPARK-3841?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-3841.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2700
[https://githu
Xiangrui Meng created SPARK-3856:
Summary: Clean deprecated usage after breeze 0.10 upgrade
Key: SPARK-3856
URL: https://issues.apache.org/jira/browse/SPARK-3856
Project: Spark
Issue Type: Im
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https://issues.apache.org/jira/browse/SPARK-3838?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3838:
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Assignee: Liquan Pei
> Python code example for Word2Vec in user guide
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https://issues.apache.org/jira/browse/SPARK-3439?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3439:
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Target Version/s: (was: 1.2.0)
> Add Canopy Clustering Algorithm
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https://issues.apache.org/jira/browse/SPARK-3856?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-3856.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2718
[https://githu
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https://issues.apache.org/jira/browse/SPARK-3158?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-3158.
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Resolution: Fixed
Fix Version/s: 1.2.0
Issue resolved by pull request 2708
[https://githu
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https://issues.apache.org/jira/browse/SPARK-1486?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-1486:
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Assignee: (was: Burak Yavuz)
> Support multi-model training in MLlib
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https://issues.apache.org/jira/browse/SPARK-1486?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-1486:
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Assignee: Burak Yavuz
> Support multi-model training in MLlib
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https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-1503:
Assignee: Xiangrui Meng
> Implement Nesterov's accelerated first-order method
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https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14166465#comment-14166465
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Xiangrui Meng commented on SPARK-1503:
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[~staple] Thanks for picking up this JIRA! TF
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https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-1503:
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Assignee: Aaron Staple (was: Xiangrui Meng)
> Implement Nesterov's accelerated first-order method
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https://issues.apache.org/jira/browse/SPARK-3903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3903:
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Assignee: Joseph K. Bradley
> Create general data loading method for LabeledPoints
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https://issues.apache.org/jira/browse/SPARK-3838?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-3838:
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Assignee: Anant Daksh Asthana (was: Liquan Pei)
> Python code example for Word2Vec in user guide
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https://issues.apache.org/jira/browse/SPARK-3838?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14168960#comment-14168960
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Xiangrui Meng commented on SPARK-3838:
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[~slcclimber] Thanks! Please follow instructi
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