Yanbo Liang created SPARK-19925:
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Summary: SparkR spark.getSparkFiles fails in executor
Key: SPARK-19925
URL: https://issues.apache.org/jira/browse/SPARK-19925
Project: Spark
Issue Type: Bug
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https://issues.apache.org/jira/browse/SPARK-19806?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-19806.
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Resolution: Fixed
Fix Version/s: 2.2.0
> PySpark GLR supports tweedie distribution
>
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Yanbo Liang reassigned SPARK-19806:
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Assignee: Yanbo Liang
> PySpark GLR supports tweedie distribution
>
Yanbo Liang created SPARK-19806:
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Summary: PySpark GLR supports tweedie distribution
Key: SPARK-19806
URL: https://issues.apache.org/jira/browse/SPARK-19806
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-19745?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang resolved SPARK-19745.
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Resolution: Fixed
Fix Version/s: 2.2.0
> SVCAggregator serializes coefficients
>
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Yanbo Liang resolved SPARK-19734.
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Resolution: Fixed
Assignee: Mark Grover
Fix Version/s: 2.2.0
> OneHotEncoder
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Yanbo Liang reassigned SPARK-19745:
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Shepherd: Yanbo Liang
Assignee: Seth Hendrickson
> SVCAggregator serializes
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Yanbo Liang resolved SPARK-18285.
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Resolution: Fixed
Assignee: Yanbo Liang
Fix Version/s: 2.2.0
> approxQuantile in
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Yanbo Liang closed SPARK-19619.
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Resolution: Duplicate
> SparkR approxQuantile supports input multiple columns
>
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Yanbo Liang updated SPARK-19619:
Description: SparkR approxQuantile supports input multiple columns. (was:
SparkR approxQuantile
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Yanbo Liang updated SPARK-19619:
Summary: SparkR approxQuantile supports input multiple columns (was:
SparkR approxQuantile
Yanbo Liang created SPARK-19619:
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Summary: SparkR approxQuantile support multiple columns
Key: SPARK-19619
URL: https://issues.apache.org/jira/browse/SPARK-19619
Project: Spark
Issue Type:
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Yanbo Liang edited comment on SPARK-18080 at 2/16/17 12:32 AM:
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[~josephkb]
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Yanbo Liang resolved SPARK-18080.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Locality Sensitive Hashing (LSH) Python API
>
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Yanbo Liang commented on SPARK-18080:
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[~josephkb] I'm sorry that I did not notice that you are
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Yanbo Liang resolved SPARK-18929.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Add Tweedie distribution in GLM
>
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Yanbo Liang resolved SPARK-19313.
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Resolution: Fixed
Assignee: Seth Hendrickson
Fix Version/s: 2.2.0
>
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Yanbo Liang updated SPARK-19155:
Fix Version/s: (was: 2.0.3)
> MLlib GeneralizedLinearRegression family and link should case
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Yanbo Liang updated SPARK-19313:
Shepherd: Yanbo Liang
> GaussianMixture throws cryptic error when number of features is too high
>
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Yanbo Liang resolved SPARK-19291.
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Resolution: Fixed
Assignee: Yanbo Liang
Fix Version/s: 2.2.0
>
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Yanbo Liang resolved SPARK-19155.
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Resolution: Fixed
Fix Version/s: 2.2.0
2.1.1
2.0.3
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Yanbo Liang updated SPARK-19155:
Issue Type: Bug (was: Improvement)
> MLlib GeneralizedLinearRegression family and link should
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Yanbo Liang reassigned SPARK-19155:
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Assignee: Yanbo Liang
> MLlib GeneralizedLinearRegression family and link should case
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Yanbo Liang updated SPARK-19155:
Description:
ML {{GeneralizedLinearRegression}} should support both uppercase and lowercase.
For
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Yanbo Liang updated SPARK-19155:
Description:
ML {{GeneralizedLinearRegression}} only support lowercase input for {{family}}
and
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Yanbo Liang updated SPARK-19155:
Summary: MLlib GeneralizedLinearRegression family and link should case
insensitive (was: ML GLR
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Yanbo Liang updated SPARK-19155:
Description:
ML {{GeneralizedLinearRegression}} should support both uppercase and lowercase.
For
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Yanbo Liang updated SPARK-19155:
Summary: ML GLR string params should support both uppercase and lowercase
(was: ML estimator
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Yanbo Liang commented on SPARK-19134:
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[~hyukjin.kwon] Thanks for kindly reminding, done.
> Fix
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Yanbo Liang resolved SPARK-19134.
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Resolution: Fixed
Assignee: Hyukjin Kwon
Fix Version/s: 2.2.0
> Fix several sql,
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Yanbo Liang commented on SPARK-18864:
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SPARK-19291 added log-likelihood for SparkR gaussian mixture
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Yanbo Liang updated SPARK-19291:
Description: {{spark.gaussianMixture}} supports output total log-likelihood
for the model like R
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Yanbo Liang updated SPARK-19291:
Summary: spark.gaussianMixture supports output log-likelihood (was:
spark.gaussianMixture
Yanbo Liang created SPARK-19291:
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Summary: spark.gaussianMixture supports output log likelihood
Key: SPARK-19291
URL: https://issues.apache.org/jira/browse/SPARK-19291
Project: Spark
Issue
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Yanbo Liang edited comment on SPARK-19234 at 1/19/17 2:36 PM:
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[~admackin]
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Yanbo Liang commented on SPARK-19234:
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[~admackin] Nice catch. Just like [~srowen] side, the AFT
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Yanbo Liang edited comment on SPARK-19234 at 1/19/17 2:33 PM:
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[~admackin]
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Yanbo Liang resolved SPARK-14272.
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Resolution: Fixed
Assignee: zhengruifeng
Fix Version/s: 2.2.0
> Evaluate
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Yanbo Liang updated SPARK-18348:
Shepherd: Yanbo Liang
> Improve tree ensemble model summary
> ---
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Yanbo Liang commented on SPARK-18348:
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[~josephkb] [~felixcheung] I can shepherd this. Thanks.
>
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Yanbo Liang updated SPARK-18618:
Shepherd: Yanbo Liang
> SparkR GLM model predict should support type as a argument
>
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Yanbo Liang commented on SPARK-18618:
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[~josephkb] I'm ok to shepherd this, added myself as shepherd.
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Yanbo Liang resolved SPARK-19066.
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Resolution: Fixed
Assignee: Miao Wang
Fix Version/s: 2.2.0
> SparkR LDA doesn't
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Yanbo Liang deleted SPARK-19190:
> Optimize CartesianRDD to avoid partition re-computation and re-serialization
>
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Yanbo Liang deleted SPARK-19203:
> Optimize CartesianRDD to avoid partition re-computation and re-serialization
>
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Yanbo Liang resolved SPARK-19158.
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Resolution: Fixed
Fix Version/s: 2.2.0
2.1.1
> ml.R example fails in
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Yanbo Liang reassigned SPARK-19158:
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Assignee: Yanbo Liang
> ml.R example fails in yarn-cluster mode due to lacks of e1071
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Yanbo Liang updated SPARK-19133:
Comment: was deleted
(was: User 'yanboliang' has created a pull request for this issue:
Yanbo Liang created SPARK-19155:
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Summary: ML estimator string params should support both uppercase
and lowercase
Key: SPARK-19155
URL: https://issues.apache.org/jira/browse/SPARK-19155
Project: Spark
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Yanbo Liang updated SPARK-14272:
Shepherd: Yanbo Liang
> Evaluate GaussianMixtureModel with LogLikelihood
>
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Yanbo Liang commented on SPARK-14272:
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[~podongfeng] SPARK-17847 has been merged, please move this
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Yanbo Liang resolved SPARK-17847.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Reduce shuffled data size of GaussianMixture &
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Yanbo Liang commented on SPARK-19144:
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cc [~sethah]
> Add test for GaussianMixture with distributed
Yanbo Liang created SPARK-19144:
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Summary: Add test for GaussianMixture with distributed
decompositions
Key: SPARK-19144
URL: https://issues.apache.org/jira/browse/SPARK-19144
Project: Spark
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Yanbo Liang updated SPARK-19133:
Assignee: Felix Cheung
> glm Gamma family results in error
> -
>
>
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Yanbo Liang updated SPARK-19133:
Component/s: ML
> glm Gamma family results in error
> -
>
>
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Yanbo Liang commented on SPARK-18570:
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[~KrishnaKalyan3] You can also refer the initial design
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Yanbo Liang resolved SPARK-18862.
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Resolution: Fixed
Assignee: Yanbo Liang
Fix Version/s: 2.2.0
Target
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Yanbo Liang commented on SPARK-10078:
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+1 [~sethah]
> Vector-free L-BFGS
> --
>
>
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Yanbo Liang edited comment on SPARK-10078 at 1/6/17 4:27 PM:
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[~debasish83]
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Yanbo Liang commented on SPARK-10078:
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[~debasish83] We are aim to implement VL-BFGS as an optimizer
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Yanbo Liang commented on SPARK-10078:
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[~sethah] The description is a little misleading, it means the
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Yanbo Liang updated SPARK-18929:
Assignee: Wayne Zhang
> Add Tweedie distribution in GLM
> ---
>
>
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Yanbo Liang resolved SPARK-17772.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Add helper testing methods for instance
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Yanbo Liang resolved SPARK-17645.
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Resolution: Fixed
Fix Version/s: 2.2.0
> Add feature selector methods based on: False
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Yanbo Liang edited comment on SPARK-18710 at 12/21/16 3:14 PM:
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Yanbo Liang commented on SPARK-18710:
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{{IterativelyReweightedLeastSquares}} is {{private[ml]}}, we
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Yanbo Liang edited comment on SPARK-18710 at 12/21/16 3:13 PM:
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Yanbo Liang commented on SPARK-18710:
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We can add a new class for GLR instance(named as
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Yanbo Liang updated SPARK-17772:
Shepherd: Yanbo Liang
> Add helper testing methods for instance weighting
>
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Yanbo Liang commented on SPARK-18862:
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Great! Will send PR soon.
> Split SparkR mllib.R into
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Yanbo Liang updated SPARK-17645:
Target Version/s: 2.2.0
> Add feature selector methods based on: False Discovery Rate (FDR) and
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Yanbo Liang commented on SPARK-18862:
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Yeah, it seems like that, which I don't like as well. May be
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Yanbo Liang commented on SPARK-18862:
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Great! I found other R packages organize source files in flat
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Yanbo Liang updated SPARK-18862:
Description:
SparkR mllib.R is getting bigger as we add more ML wrappers, I'd like to split
it
Yanbo Liang created SPARK-18862:
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Summary: Split SparkR mllib.R into multiple files
Key: SPARK-18862
URL: https://issues.apache.org/jira/browse/SPARK-18862
Project: Spark
Issue Type:
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Yanbo Liang commented on SPARK-18710:
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[~actuaryzhang] This proposal makes sense, please feel free to
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Yanbo Liang updated SPARK-18710:
Target Version/s: (was: 2.0.2)
> Add offset to GeneralizedLinearRegression models
>
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Yanbo Liang updated SPARK-18710:
Fix Version/s: (was: 2.2.0)
> Add offset to GeneralizedLinearRegression models
>
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Yanbo Liang updated SPARK-18710:
Assignee: Wayne Zhang
> Add offset to GeneralizedLinearRegression models
>
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Yanbo Liang edited comment on SPARK-18569 at 12/14/16 2:26 PM:
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This is
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Yanbo Liang edited comment on SPARK-18569 at 12/14/16 2:25 PM:
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This is
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Yanbo Liang commented on SPARK-18569:
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This is generally a good idea, but I think we need to delimit
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 2:10 PM:
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[~josephkb]
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 2:07 PM:
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[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-18813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15741292#comment-15741292
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 2:04 PM:
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[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-18813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15741292#comment-15741292
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 1:55 PM:
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[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-18813?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-18813:
Description:
*PROPOSAL: This includes a proposal for the 2.2 roadmap process for MLlib.*
The
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Yanbo Liang commented on SPARK-18813:
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[~josephkb] We have moved the contribution guide document from
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Yanbo Liang updated SPARK-18813:
Description:
*PROPOSAL: This includes a proposal for the 2.2 roadmap process for MLlib.*
The
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https://issues.apache.org/jira/browse/SPARK-18813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15741292#comment-15741292
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 8:34 AM:
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[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-15572?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15572:
Comment: was deleted
(was: I'm glad to work on this.)
> MLlib in R format: compatibility with
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Yanbo Liang edited comment on SPARK-18813 at 12/12/16 8:22 AM:
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[~josephkb]
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https://issues.apache.org/jira/browse/SPARK-18813?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15741292#comment-15741292
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Yanbo Liang commented on SPARK-18813:
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[~josephkb] [~yuhaoyan] [~felixcheung] This is really an
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https://issues.apache.org/jira/browse/SPARK-10413?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15741169#comment-15741169
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Yanbo Liang commented on SPARK-10413:
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[~anshbansal] Yeah, we will put this feature at a high
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Yanbo Liang updated SPARK-10413:
Labels: (was: 2.2.0)
> Model should support prediction on single instance
>
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Yanbo Liang updated SPARK-10413:
Labels: 2.2.0 (was: )
> Model should support prediction on single instance
>
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https://issues.apache.org/jira/browse/SPARK-10884?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-10884:
Labels: 2.2.0 (was: )
> Support prediction on single instance for regression and classification
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Yanbo Liang reassigned SPARK-10884:
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Assignee: Yanbo Liang
> Support prediction on single instance for regression and
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https://issues.apache.org/jira/browse/SPARK-15572?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yanbo Liang updated SPARK-15572:
Shepherd: Yanbo Liang
> MLlib in R format: compatibility with other languages
>
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