[jira] [Resolved] (SPARK-21285) VectorAssembler should report the column name when data type used is not supported

2017-07-07 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21285?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-21285. - Resolution: Fixed Fix Version/s: 2.3.0 > VectorAssembler should report the column name

[jira] [Assigned] (SPARK-21285) VectorAssembler should report the column name when data type used is not supported

2017-07-05 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21285?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-21285: --- Assignee: Yan Facai (颜发才) > VectorAssembler should report the column name when data type

[jira] [Resolved] (SPARK-21310) Add offset to PySpark GLM

2017-07-05 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21310?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-21310. - Resolution: Fixed Assignee: Wayne Zhang Fix Version/s: 2.3.0 > Add offset to

[jira] [Commented] (SPARK-21305) The BKM (best known methods) of using native BLAS to improvement ML/MLLIB performance

2017-07-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21305?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16074275#comment-16074275 ] Yanbo Liang commented on SPARK-21305: - {quote} For example, for the ALS recommendForAll method before

[jira] [Resolved] (SPARK-19852) StringIndexer.setHandleInvalid should have another option 'new': Python API and docs

2017-07-02 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19852?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-19852. - Resolution: Fixed Fix Version/s: 2.3.0 > StringIndexer.setHandleInvalid should have

[jira] [Commented] (SPARK-20602) Adding LBFGS optimizer and Squared_hinge loss for LinearSVC

2017-07-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20602?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16071065#comment-16071065 ] Yanbo Liang commented on SPARK-20602: - I'd like to shepherd this task and target this for 2.3.

[jira] [Updated] (SPARK-20602) Adding LBFGS optimizer and Squared_hinge loss for LinearSVC

2017-07-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20602?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20602: Shepherd: Yanbo Liang Target Version/s: 2.3.0 > Adding LBFGS optimizer and

[jira] [Assigned] (SPARK-20602) Adding LBFGS optimizer and Squared_hinge loss for LinearSVC

2017-07-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20602?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20602: --- Assignee: yuhao yang > Adding LBFGS optimizer and Squared_hinge loss for LinearSVC >

[jira] [Resolved] (SPARK-21275) Update GLM test to use supportedFamilyNames

2017-07-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21275?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-21275. - Resolution: Fixed Assignee: Wayne Zhang Fix Version/s: 2.3.0 > Update GLM test

[jira] [Resolved] (SPARK-18710) Add offset to GeneralizedLinearRegression models

2017-06-30 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-18710?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18710. - Resolution: Fixed Fix Version/s: 2.3.0 Target Version/s: 2.3.0 > Add offset to

[jira] [Resolved] (SPARK-14657) RFormula output wrong features when formula w/o intercept

2017-06-28 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-14657?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-14657. - Resolution: Fixed Fix Version/s: 2.3.0 > RFormula output wrong features when formula w/o

[jira] [Assigned] (SPARK-19852) StringIndexer.setHandleInvalid should have another option 'new': Python API and docs

2017-06-28 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19852?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-19852: --- Assignee: Vincent > StringIndexer.setHandleInvalid should have another option 'new': Python

[jira] [Assigned] (SPARK-19866) Add local version of Word2Vec findSynonyms for spark.ml: Python API

2017-06-25 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-19866: --- Assignee: Xin Ren > Add local version of Word2Vec findSynonyms for spark.ml: Python API >

[jira] [Commented] (SPARK-21152) Use level 3 BLAS operations in LogisticAggregator

2017-06-23 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21152?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16061762#comment-16061762 ] Yanbo Liang commented on SPARK-21152: - [~sethah] I'm a little pessimistic on this. From the

[jira] [Commented] (SPARK-21152) Use level 3 BLAS operations in LogisticAggregator

2017-06-23 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-21152?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16060603#comment-16060603 ] Yanbo Liang commented on SPARK-21152: - [~sethah] This is an interesting topic, thanks for working on

[jira] [Updated] (SPARK-20899) PySpark supports stringIndexerOrderType in RFormula

2017-05-30 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20899?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20899: Component/s: ML > PySpark supports stringIndexerOrderType in RFormula >

[jira] [Resolved] (SPARK-20899) PySpark supports stringIndexerOrderType in RFormula

2017-05-30 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20899?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20899. - Resolution: Fixed Assignee: Wayne Zhang Fix Version/s: 2.3.0 > PySpark supports

[jira] [Resolved] (SPARK-14659) OneHotEncoder support drop first category alphabetically in the encoded vector

2017-05-25 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-14659?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-14659. - Resolution: Fixed Target Version/s: 2.3.0 > OneHotEncoder support drop first category

[jira] [Resolved] (SPARK-20768) PySpark FPGrowth does not expose numPartitions (expert) param

2017-05-25 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20768?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20768. - Resolution: Fixed Fix Version/s: 2.2.0 > PySpark FPGrowth does not expose numPartitions

[jira] [Resolved] (SPARK-20862) LogisticRegressionModel throws TypeError

2017-05-24 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20862?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20862. - Resolution: Fixed Fix Version/s: 2.2.0 2.1.2 2.0.3

[jira] [Assigned] (SPARK-20862) LogisticRegressionModel throws TypeError

2017-05-24 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20862?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20862: --- Assignee: Bago Amirbekian > LogisticRegressionModel throws TypeError >

[jira] [Assigned] (SPARK-20768) PySpark FPGrowth does not expose numPartitions (expert) param

2017-05-24 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20768?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20768: --- Assignee: Yan Facai (颜发才) > PySpark FPGrowth does not expose numPartitions (expert) param

[jira] [Commented] (SPARK-20764) Fix visibility discrepancy with numInstances and degreesOfFreedom in LR and GLR - Python version

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20764?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16020568#comment-16020568 ] Yanbo Liang commented on SPARK-20764: - [~peng.m...@intel.com] Feel free to supplement more tests for

[jira] [Resolved] (SPARK-20764) Fix visibility discrepancy with numInstances and degreesOfFreedom in LR and GLR - Python version

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20764?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20764. - Resolution: Fixed Assignee: Peng Meng Fix Version/s: 2.2.0 > Fix visibility

[jira] [Commented] (SPARK-20764) Fix visibility discrepancy with numInstances and degreesOfFreedom in LR and GLR - Python version

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20764?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16019651#comment-16019651 ] Yanbo Liang commented on SPARK-20764: - [~peng.m...@intel.com] We have test code for model summary at

[jira] [Assigned] (SPARK-20097) Fix visibility discrepancy with numInstances and degreesOfFreedom in LR and GLR

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20097?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20097: --- Assignee: Benjamin Fradet > Fix visibility discrepancy with numInstances and

[jira] [Updated] (SPARK-14659) OneHotEncoder support drop first category alphabetically in the encoded vector

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-14659?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-14659: Shepherd: Yanbo Liang Affects Version/s: 2.2.0 Fix Version/s: 2.3.0 >

[jira] [Assigned] (SPARK-14659) OneHotEncoder support drop first category alphabetically in the encoded vector

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-14659?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-14659: --- Assignee: Wayne Zhang > OneHotEncoder support drop first category alphabetically in the

[jira] [Updated] (SPARK-14657) RFormula output wrong features when formula w/o intercept

2017-05-22 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-14657?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-14657: Affects Version/s: 2.2.0 Target Version/s: 2.3.0 > RFormula output wrong features when

[jira] [Comment Edited] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16017300#comment-16017300 ] Yanbo Liang edited comment on SPARK-20810 at 5/19/17 12:02 PM: --- [~srowen]

[jira] [Commented] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16017300#comment-16017300 ] Yanbo Liang commented on SPARK-20810: - [~srowen] Thanks for your comments. I'm sure both are

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Commented] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16017217#comment-16017217 ] Yanbo Liang commented on SPARK-20810: - cc [~josephkb] [~yuhaoyan] > ML LinearSVC vs MLlib SVMWithSGD

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Updated] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20810?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20810: Description: Fitting with SVM classification model on the same dataset, ML {{LinearSVC}} produces

[jira] [Created] (SPARK-20810) ML LinearSVC vs MLlib SVMWithSGD output different solution

2017-05-19 Thread Yanbo Liang (JIRA)
Yanbo Liang created SPARK-20810: --- Summary: ML LinearSVC vs MLlib SVMWithSGD output different solution Key: SPARK-20810 URL: https://issues.apache.org/jira/browse/SPARK-20810 Project: Spark

[jira] [Commented] (SPARK-20506) ML, Graph 2.2 QA: Programming guide update and migration guide

2017-05-17 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20506?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16015215#comment-16015215 ] Yanbo Liang commented on SPARK-20506: - +1 [~mlnick] Adding section "Highlights in this release" is

[jira] [Updated] (SPARK-3181) Add Robust Regression Algorithm with Huber Estimator

2017-05-17 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3181?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-3181: --- Affects Version/s: 2.2.0 Target Version/s: 2.3.0 > Add Robust Regression Algorithm with Huber

[jira] [Commented] (SPARK-3181) Add Robust Regression Algorithm with Huber Estimator

2017-05-17 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3181?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16015198#comment-16015198 ] Yanbo Liang commented on SPARK-3181: [~mlnick] Yeah, the Breeze bug has been fixed. I marked this JIRA

[jira] [Comment Edited] (SPARK-3181) Add Robust Regression Algorithm with Huber Estimator

2017-05-17 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3181?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16015198#comment-16015198 ] Yanbo Liang edited comment on SPARK-3181 at 5/18/17 4:49 AM: - [~mlnick] Yeah,

[jira] [Resolved] (SPARK-20505) ML, Graph 2.2 QA: Update user guide for new features & APIs

2017-05-17 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20505?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20505. - Resolution: Fixed Fix Version/s: 2.2.0 > ML, Graph 2.2 QA: Update user guide for new

[jira] [Resolved] (SPARK-20707) ML deprecated APIs should be removed in major release.

2017-05-15 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20707?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20707. - Resolution: Fixed Fix Version/s: 2.2.0 > ML deprecated APIs should be removed in major

[jira] [Commented] (SPARK-20501) ML, Graph 2.2 QA: API: New Scala APIs, docs

2017-05-15 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20501?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16011622#comment-16011622 ] Yanbo Liang commented on SPARK-20501: - All of the classes you mentioned have been reviewed. [~mlnick]

[jira] [Resolved] (SPARK-20669) LogisticRegression family should be case insensitive

2017-05-15 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20669?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20669. - Resolution: Fixed Fix Version/s: 2.2.0 > LogisticRegression family should be case

[jira] [Assigned] (SPARK-20669) LogisticRegression family should be case insensitive

2017-05-15 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20669?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20669: --- Assignee: zhengruifeng > LogisticRegression family should be case insensitive >

[jira] [Updated] (SPARK-20707) ML deprecated APIs should be removed in major release.

2017-05-11 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20707?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20707: Description: Before 2.2, MLlib always keep to remove APIs deprecated in last feature/minor

[jira] [Assigned] (SPARK-20707) ML deprecated APIs should be removed in major release.

2017-05-11 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20707?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20707: --- Assignee: Yanbo Liang > ML deprecated APIs should be removed in major release. >

[jira] [Created] (SPARK-20707) ML deprecated APIs should be removed in major release.

2017-05-11 Thread Yanbo Liang (JIRA)
Yanbo Liang created SPARK-20707: --- Summary: ML deprecated APIs should be removed in major release. Key: SPARK-20707 URL: https://issues.apache.org/jira/browse/SPARK-20707 Project: Spark Issue

[jira] [Assigned] (SPARK-20631) LogisticRegression._checkThresholdConsistency should use values not Params

2017-05-10 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20631?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20631: --- Assignee: Maciej Szymkiewicz > LogisticRegression._checkThresholdConsistency should use

[jira] [Resolved] (SPARK-20631) LogisticRegression._checkThresholdConsistency should use values not Params

2017-05-10 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20631?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20631. - Resolution: Fixed Fix Version/s: 2.2.0 2.1.2 2.0.3

[jira] [Assigned] (SPARK-20502) ML, Graph 2.2 QA: API: Experimental, DeveloperApi, final, sealed audit

2017-05-10 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20502?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20502: --- Assignee: yuhao yang > ML, Graph 2.2 QA: API: Experimental, DeveloperApi, final, sealed

[jira] [Commented] (SPARK-20505) ML, Graph 2.2 QA: Update user guide for new features & APIs

2017-05-10 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20505?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16004296#comment-16004296 ] Yanbo Liang commented on SPARK-20505: - I'm starting to work on this task. > ML, Graph 2.2 QA: Update

[jira] [Assigned] (SPARK-20505) ML, Graph 2.2 QA: Update user guide for new features & APIs

2017-05-10 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20505?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20505: --- Assignee: Yanbo Liang > ML, Graph 2.2 QA: Update user guide for new features & APIs >

[jira] [Resolved] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-09 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-20606. - Resolution: Fixed Fix Version/s: 2.2.0 > ML 2.2 QA: Remove deprecated methods for ML >

[jira] [Assigned] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20606: --- Assignee: Yanbo Liang > ML 2.2 QA: Remove deprecated methods for ML >

[jira] [Updated] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20606: Component/s: (was: MLlib) > ML 2.2 QA: Remove deprecated methods for ML >

[jira] [Updated] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20606: Description: Remove ML methods we deprecated in 2.1. (was: Remove deprecated methods for ML.) >

[jira] [Updated] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20606: Description: Remove deprecated methods for ML. > ML 2.2 QA: Remove deprecated methods for ML >

[jira] [Updated] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20606?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20606: Summary: ML 2.2 QA: Remove deprecated methods for ML (was: ML 2.2 QA: Remove deprecated methods

[jira] [Created] (SPARK-20606) ML 2.2 QA: Remove deprecated methods for ML/MLlib

2017-05-04 Thread Yanbo Liang (JIRA)
Yanbo Liang created SPARK-20606: --- Summary: ML 2.2 QA: Remove deprecated methods for ML/MLlib Key: SPARK-20606 URL: https://issues.apache.org/jira/browse/SPARK-20606 Project: Spark Issue Type:

[jira] [Closed] (SPARK-20574) Allow Bucketizer to handle non-Double column

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20574?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang closed SPARK-20574. --- Resolution: Fixed Fix Version/s: 2.2.0 > Allow Bucketizer to handle non-Double column >

[jira] [Assigned] (SPARK-20574) Allow Bucketizer to handle non-Double column

2017-05-04 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20574?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20574: --- Shepherd: Yanbo Liang Assignee: Wayne Zhang > Allow Bucketizer to handle non-Double

[jira] [Commented] (SPARK-20501) ML, Graph 2.2 QA: API: New Scala APIs, docs

2017-05-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20501?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15990978#comment-15990978 ] Yanbo Liang commented on SPARK-20501: - I'm starting this work. Thanks. > ML, Graph 2.2 QA: API: New

[jira] [Assigned] (SPARK-20501) ML, Graph 2.2 QA: API: New Scala APIs, docs

2017-05-01 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20501?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-20501: --- Assignee: Yanbo Liang > ML, Graph 2.2 QA: API: New Scala APIs, docs >

[jira] [Resolved] (SPARK-18901) Require in LR LogisticAggregator is redundant

2017-04-24 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-18901?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-18901. - Resolution: Fixed Assignee: Miao Wang Fix Version/s: 2.2.0 > Require in LR

[jira] [Created] (SPARK-20449) Upgrade breeze version to 0.13.1

2017-04-24 Thread Yanbo Liang (JIRA)
Yanbo Liang created SPARK-20449: --- Summary: Upgrade breeze version to 0.13.1 Key: SPARK-20449 URL: https://issues.apache.org/jira/browse/SPARK-20449 Project: Spark Issue Type: Improvement

[jira] [Commented] (SPARK-3181) Add Robust Regression Algorithm with Huber Estimator

2017-03-30 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3181?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15948554#comment-15948554 ] Yanbo Liang commented on SPARK-3181: [~josephkb] This is still active, I'm struggling with the Breeze

[jira] [Updated] (SPARK-3181) Add Robust Regression Algorithm with Huber Estimator

2017-03-30 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-3181?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-3181: --- Target Version/s: (was: 2.2.0) > Add Robust Regression Algorithm with Huber Estimator >

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Fix Version/s: 2.1.1 > SparkR spark.getSparkFiles fails on executor >

[jira] [Resolved] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang resolved SPARK-19925. - Resolution: Fixed > SparkR spark.getSparkFiles fails on executor >

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Target Version/s: 2.2.0 Fix Version/s: 2.2.0 > SparkR spark.getSparkFiles fails on executor

[jira] [Assigned] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-19925: --- Assignee: Yanbo Liang > SparkR spark.getSparkFiles fails on executor >

[jira] [Comment Edited] (SPARK-17136) Design optimizer interface for ML algorithms

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-17136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15934736#comment-15934736 ] Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:22 PM: -- [~sethah]

[jira] [Comment Edited] (SPARK-17136) Design optimizer interface for ML algorithms

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-17136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15934736#comment-15934736 ] Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:18 PM: -- [~sethah]

[jira] [Comment Edited] (SPARK-17136) Design optimizer interface for ML algorithms

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-17136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15934736#comment-15934736 ] Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:17 PM: -- [~sethah]

[jira] [Comment Edited] (SPARK-17136) Design optimizer interface for ML algorithms

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-17136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15934736#comment-15934736 ] Yanbo Liang edited comment on SPARK-17136 at 3/21/17 3:17 PM: -- [~sethah]

[jira] [Commented] (SPARK-17136) Design optimizer interface for ML algorithms

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-17136?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15934736#comment-15934736 ] Yanbo Liang commented on SPARK-17136: - [~sethah] Thanks for the design doc. One quick question: In

[jira] [Assigned] (SPARK-12664) Expose raw prediction scores in MultilayerPerceptronClassificationModel

2017-03-21 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-12664?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang reassigned SPARK-12664: --- Assignee: Weichen Xu (was: Yanbo Liang) > Expose raw prediction scores in

[jira] [Updated] (SPARK-20029) LiR supports bound constrained optimization

2017-03-20 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20029: Shepherd: DB Tsai > LiR supports bound constrained optimization >

[jira] [Updated] (SPARK-20029) LiR supports bound constrained optimization

2017-03-20 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20029: Description: MLlib {{LinearRegression}} should support bound constrained optimization. Users can

[jira] [Created] (SPARK-20029) LiR supports bound constrained optimization

2017-03-20 Thread Yanbo Liang (JIRA)
Yanbo Liang created SPARK-20029: --- Summary: LiR supports bound constrained optimization Key: SPARK-20029 URL: https://issues.apache.org/jira/browse/SPARK-20029 Project: Spark Issue Type:

[jira] [Updated] (SPARK-20029) LiR supports bound constrained optimization

2017-03-20 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-20029?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-20029: Description: MLlib {{LinearRegression}} should support bound constrained optimization. Users can

[jira] [Updated] (SPARK-12664) Expose raw prediction scores in MultilayerPerceptronClassificationModel

2017-03-13 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-12664?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-12664: Target Version/s: (was: 2.2.0) > Expose raw prediction scores in

[jira] [Commented] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15906569#comment-15906569 ] Yanbo Liang commented on SPARK-19925: - cc [~felixcheung] [~shivaram] [~sunrui] > SparkR

[jira] [Comment Edited] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15906469#comment-15906469 ] Yanbo Liang edited comment on SPARK-19925 at 3/12/17 9:32 AM: -- The error was

[jira] [Commented] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=15906469#comment-15906469 ] Yanbo Liang commented on SPARK-19925: - The error was caused by {{spark.getSparkFiles}} calling

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: SparkR function {{spark.getSparkFiles}} fails when it was called on executors. For

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Attachment: error-log > SparkR spark.getSparkFiles fails on executor >

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: SparkR function {{spark.getSparkFiles}} fails when it was called on executors. For

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: SparkR function {{spark.getSparkFiles}} fails when it was called on executors. For

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: SparkR function {{spark.getSparkFiles}} fails when it was called on executors. For

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: {code} spark.addFile("./README.md") seq <- seq(from = 1, to = 10, length.out = 5)

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: {code} spark.addFile("./README.md") seq <- seq(from = 1, to = 10, length.out = 5)

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: {code} spark.addFile("./README.md") seq <- seq(from = 1, to = 10, length.out = 5)

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Description: {code} spark.addFile("./README.md") seq <- seq(from = 1, to = 10, length.out = 5)

[jira] [Updated] (SPARK-19925) SparkR spark.getSparkFiles fails on executor

2017-03-12 Thread Yanbo Liang (JIRA)
[ https://issues.apache.org/jira/browse/SPARK-19925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Yanbo Liang updated SPARK-19925: Summary: SparkR spark.getSparkFiles fails on executor (was: SparkR spark.getSparkFiles fails in

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