[jira] [Commented] (SPARK-1655) In naive Bayes, store conditional probabilities distributively.

[ https://issues.apache.org/jira/browse/SPARK-1655?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14694571#comment-14694571 ] Aaron Staple commented on SPARK-1655: - Totally fine with me, but I'm not sure who the

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14598709#comment-14598709 ] Aaron Staple commented on SPARK-1503: - I believe this stopping criteria was added

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14598709#comment-14598709 ] Aaron Staple edited comment on SPARK-1503 at 6/24/15 1:46 AM: --

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14596991#comment-14596991 ] Aaron Staple commented on SPARK-1503: - [~josephkb] and [~lewuathe] Sure, happy to

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14350812#comment-14350812 ] Aaron Staple edited comment on SPARK-1503 at 3/6/15 11:25 PM: --

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14350812#comment-14350812 ] Aaron Staple commented on SPARK-1503: - I recently created a PR for an implementation

[jira] [Updated] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aaron Staple updated SPARK-1503: Attachment: logistic_l2.png logistic.png linear_l1.png

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14226958#comment-14226958 ] Aaron Staple commented on SPARK-1503: - [~rezazadeh] Thanks for your feedback. Your

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14226958#comment-14226958 ] Aaron Staple edited comment on SPARK-1503 at 11/26/14 11:09 PM:

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14226958#comment-14226958 ] Aaron Staple edited comment on SPARK-1503 at 11/26/14 11:10 PM:

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14226958#comment-14226958 ] Aaron Staple edited comment on SPARK-1503 at 11/26/14 11:14 PM:

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14224132#comment-14224132 ] Aaron Staple commented on SPARK-1503: - [~mengxr] [~rezazadeh] Ok, thanks for the heads

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14221233#comment-14221233 ] Aaron Staple edited comment on SPARK-1503 at 11/23/14 6:55 AM:

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14221233#comment-14221233 ] Aaron Staple commented on SPARK-1503: - [~mengxr] Sorry for the delay. I wrote up a

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14221233#comment-14221233 ] Aaron Staple edited comment on SPARK-1503 at 11/21/14 7:03 PM:

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14221233#comment-14221233 ] Aaron Staple edited comment on SPARK-1503 at 11/21/14 8:10 PM:

[jira] [Comment Edited] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14221233#comment-14221233 ] Aaron Staple edited comment on SPARK-1503 at 11/21/14 8:09 PM:

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14167868#comment-14167868 ] Aaron Staple commented on SPARK-1503: - [~mengxr] Thanks for the heads up! I’ll

[jira] [Commented] (SPARK-1503) Implement Nesterov's accelerated first-order method

[ https://issues.apache.org/jira/browse/SPARK-1503?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14166168#comment-14166168 ] Aaron Staple commented on SPARK-1503: - Hi, I’d like to try working on this ticket. If

[jira] [Commented] (SPARK-546) Support full outer join and multiple join in a single shuffle

[ https://issues.apache.org/jira/browse/SPARK-546?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14148052#comment-14148052 ] Aaron Staple commented on SPARK-546: Hi, I think there are two features requested in

[jira] [Resolved] (SPARK-3550) Disable automatic rdd caching in python api for relevant learners

[ https://issues.apache.org/jira/browse/SPARK-3550?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aaron Staple resolved SPARK-3550. - Resolution: Fixed Disable automatic rdd caching in python api for relevant learners

[jira] [Commented] (SPARK-3550) Disable automatic rdd caching in python api for relevant learners

[ https://issues.apache.org/jira/browse/SPARK-3550?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14148347#comment-14148347 ] Aaron Staple commented on SPARK-3550: - This has been addressed in another commit:

[jira] [Resolved] (SPARK-3488) cache deserialized python RDDs before iterative learning

[ https://issues.apache.org/jira/browse/SPARK-3488?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aaron Staple resolved SPARK-3488. - Resolution: Won't Fix cache deserialized python RDDs before iterative learning

[jira] [Created] (SPARK-3550) Disable automatic rdd caching in python api for relevant learners

Aaron Staple created SPARK-3550: --- Summary: Disable automatic rdd caching in python api for relevant learners Key: SPARK-3550 URL: https://issues.apache.org/jira/browse/SPARK-3550 Project: Spark

[jira] [Updated] (SPARK-3488) cache deserialized python RDDs before iterative learning

[ https://issues.apache.org/jira/browse/SPARK-3488?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Aaron Staple updated SPARK-3488: Component/s: PySpark cache deserialized python RDDs before iterative learning

[jira] [Commented] (SPARK-3488) cache deserialized python RDDs before iterative learning

[ https://issues.apache.org/jira/browse/SPARK-3488?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14135613#comment-14135613 ] Aaron Staple commented on SPARK-3488: - After further discussion it's been decided

[jira] [Commented] (SPARK-695) Exponential recursion in getPreferredLocations

[ https://issues.apache.org/jira/browse/SPARK-695?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14081669#comment-14081669 ] Aaron Staple commented on SPARK-695: Progress has been made on a PR here:

[jira] [Created] (SPARK-2781) Analyzer should check resolution of LogicalPlans

Aaron Staple created SPARK-2781: --- Summary: Analyzer should check resolution of LogicalPlans Key: SPARK-2781 URL: https://issues.apache.org/jira/browse/SPARK-2781 Project: Spark Issue Type: Bug

[jira] [Commented] (SPARK-2781) Analyzer should check resolution of LogicalPlans

[ https://issues.apache.org/jira/browse/SPARK-2781?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14081833#comment-14081833 ] Aaron Staple commented on SPARK-2781: - No problem, I think the current validation

[jira] [Commented] (SPARK-2314) RDD actions are only overridden in Scala, not java or python

[ https://issues.apache.org/jira/browse/SPARK-2314?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=14074836#comment-14074836 ] Aaron Staple commented on SPARK-2314: - Hi, I added a PR that I handles overriding

[jira] [Created] (SPARK-2581) complete or withdraw visitedStages optimization in DAGScheduler’s stageDependsOn

Aaron Staple created SPARK-2581: --- Summary: complete or withdraw visitedStages optimization in DAGScheduler’s stageDependsOn Key: SPARK-2581 URL: https://issues.apache.org/jira/browse/SPARK-2581