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yuhao yang commented on SPARK-22974:
On a business trip from April 29th to May 3rd .
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yuhao yang commented on SPARK-20082:
Yuhao is taking family bonding leave from March
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yuhao yang updated SPARK-25011:
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Summary: Add PrefixSpan to __all__ in fpm.py (was: Add PrefixSpan to
__all__)
> Add PrefixSpan to
yuhao yang created SPARK-25011:
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Summary: Add PrefixSpan to __all__
Key: SPARK-25011
URL: https://issues.apache.org/jira/browse/SPARK-25011
Project: Spark
Issue Type: Bug
Components: M
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yuhao yang commented on SPARK-23742:
[~maropu] Can you be more specific about the su
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yuhao yang commented on SPARK-23742:
The redundant rule may have different confidenc
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yuhao yang commented on SPARK-15064:
Yuhao will be OOF from May 29th to June 6th (an
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yuhao yang commented on SPARK-22943:
Thanks for the reply, yet I cannot see how can u
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yuhao yang commented on SPARK-22943:
Feel free to work on this but I would suggest to
yuhao yang created SPARK-22943:
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Summary: OneHotEncoder supports manual specification of
categorySizes
Key: SPARK-22943
URL: https://issues.apache.org/jira/browse/SPARK-22943
Project: Spark
Iss
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yuhao yang commented on SPARK-19053:
Plan for further development:
1. Initial API an
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yuhao yang commented on SPARK-8418:
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second Nick's comments.
> Add single- and multi-va
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yuhao yang commented on SPARK-22331:
Thanks for the interests [~smurakozi]. I tried t
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yuhao yang commented on SPARK-22427:
I tried with larger scale data but did not repro
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yuhao yang commented on SPARK-22427:
Hi [~lyt] does increasing stack size resolve you
yuhao yang created SPARK-22502:
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Summary: OnlineLDAOptimizer variationalTopicInference might be
able to handle empty documents
Key: SPARK-22502
URL: https://issues.apache.org/jira/browse/SPARK-22502
Proj
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yuhao yang commented on SPARK-18755:
Thanks for all the interests.
For anyone who w
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yuhao yang commented on SPARK-22427:
Could you please try to increase the stack size,
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yuhao yang commented on SPARK-13030:
I see. Thanks for the response [~mlnick].
The E
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yuhao yang commented on SPARK-13030:
Sorry to jumping in so late. I can see there's b
yuhao yang created SPARK-22381:
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Summary: Add StringParam that supports valid options
Key: SPARK-22381
URL: https://issues.apache.org/jira/browse/SPARK-22381
Project: Spark
Issue Type: New Featu
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yuhao yang commented on SPARK-18755:
Thanks for sending the update here.
Feel free
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yuhao yang commented on SPARK-22331:
Yes, I don't see the change will break any exist
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yuhao yang commented on SPARK-22331:
cc [~WeichenXu123]
> Strength consistency for s
yuhao yang created SPARK-22331:
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Summary: Strength consistency for supporting string params:
case-insensitive or not
Key: SPARK-22331
URL: https://issues.apache.org/jira/browse/SPARK-22331
Project: Spark
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yuhao yang commented on SPARK-22289:
Thanks for the reply. I'll start compose a PR.
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yuhao yang commented on SPARK-22289:
cc [~yanboliang] [~dbtsai]
> Cannot save Logist
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yuhao yang edited comment on SPARK-22289 at 10/17/17 6:43 AM:
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yuhao yang edited comment on SPARK-22289 at 10/17/17 6:28 AM:
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yuhao yang commented on SPARK-22289:
Thanks for reporting the issue. Should be a stra
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yuhao yang edited comment on SPARK-22195 at 10/6/17 7:33 AM:
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yuhao yang commented on SPARK-22195:
Thanks for the feedback.
I don't see the existi
yuhao yang created SPARK-22210:
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Summary: Online LDA variationalTopicInference should use random
seed to have stable behavior
Key: SPARK-22210
URL: https://issues.apache.org/jira/browse/SPARK-22210
Proj
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yuhao yang commented on SPARK-3181:
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Regarding to whether to separate Huber loss an an i
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yuhao yang commented on SPARK-22195:
Exactly, the implementation is straight forward,
yuhao yang created SPARK-22195:
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Summary: Add cosine similarity to
org.apache.spark.ml.linalg.Vectors
Key: SPARK-22195
URL: https://issues.apache.org/jira/browse/SPARK-22195
Project: Spark
Issu
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yuhao yang commented on SPARK-21866:
My two cents,
1. In most scenarios, deep learni
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yuhao yang commented on SPARK-21535:
Thank for for the comments.
> Reduce memory req
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yuhao yang resolved SPARK-21535.
Resolution: Not A Problem
The new implementation will load the evaluation dataset when training mod
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yuhao yang commented on SPARK-21535:
It's not in my opinion. https://issues.apache.o
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yuhao yang edited comment on SPARK-21535 at 7/26/17 6:30 PM:
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yuhao yang commented on SPARK-21535:
The basic idea is that we should release the dri
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yuhao yang commented on SPARK-21535:
https://github.com/apache/spark/pulls
> Reduce
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yuhao yang updated SPARK-21535:
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Description:
CrossValidator and TrainValidationSplit both use
{code}models = est.fit(trainingDataset
yuhao yang created SPARK-21535:
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Summary: Reduce memory requirement for CrossValidator and
TrainValidationSplit
Key: SPARK-21535
URL: https://issues.apache.org/jira/browse/SPARK-21535
Project: Spark
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yuhao yang commented on SPARK-21087:
Withdrawing my PR, anyone with interests please
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yuhao yang commented on SPARK-21524:
https://github.com/apache/spark/pull/18728
> Va
yuhao yang created SPARK-21524:
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Summary: ValidatorParamsSuiteHelpers generates wrong temp files
Key: SPARK-21524
URL: https://issues.apache.org/jira/browse/SPARK-21524
Project: Spark
Issue Type
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yuhao yang commented on SPARK-14239:
Close overlooked stale jira.
> Add load for LDA
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yuhao yang resolved SPARK-14239.
Resolution: Won't Do
> Add load for LDAModel that supports both local and distributedModel
> --
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yuhao yang commented on SPARK-12875:
Close stale jira.
> Add Weight of Evidence and
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yuhao yang resolved SPARK-12875.
Resolution: Won't Do
> Add Weight of Evidence and Information value to Spark.ml as a feature
> tra
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yuhao yang edited comment on SPARK-14760 at 7/24/17 6:23 PM:
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yuhao yang commented on SPARK-14760:
Close it since it's been overlooked for some tim
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yuhao yang resolved SPARK-13223.
Resolution: Not A Problem
> Add stratified sampling to ML feature engineering
> ---
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yuhao yang commented on SPARK-13223:
Close it since it's been overlooked for some tim
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yuhao yang commented on SPARK-21086:
sure, indices sounds fine.
For the driver memor
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yuhao yang updated SPARK-18724:
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Summary: Add TuningSummary for TrainValidationSplit and CountVectorizer
(was: Add TuningSummary for
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yuhao yang edited comment on SPARK-11069 at 7/4/17 6:32 PM:
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yuhao yang edited comment on SPARK-11069 at 7/4/17 6:31 PM:
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yuhao yang commented on SPARK-11069:
[~levente.torok.ge] use
val regexTokenizer
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yuhao yang commented on SPARK-20082:
I'm OK with only supporting initialModel for Onl
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yuhao yang commented on SPARK-19053:
Not sure if this is still wanted. cc [~josephkb]
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yuhao yang commented on SPARK-18441:
Move the Smote code to
https://gist.github.com/
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yuhao yang commented on SPARK-21152:
This is something that we should investigate any
yuhao yang created SPARK-21108:
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Summary: convert LinearSVC to aggregator framework
Key: SPARK-21108
URL: https://issues.apache.org/jira/browse/SPARK-21108
Project: Spark
Issue Type: Sub-task
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yuhao yang commented on SPARK-21087:
I'd like to work on this if my
[comment|https:/
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yuhao yang edited comment on SPARK-21086 at 6/14/17 5:22 AM:
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yuhao yang edited comment on SPARK-21086 at 6/14/17 5:12 AM:
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yuhao yang commented on SPARK-20988:
Eh.. I was trying to add the squared_hinge loss
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yuhao yang resolved SPARK-20348.
Resolution: Duplicate
Combine it with SPARK-20602 and resolve this as duplicate.
> Support squared
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yuhao yang commented on SPARK-20602:
Combining this with SPARK-20348. Support squared
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yuhao yang updated SPARK-20602:
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Summary: Adding LBFGS optimizer and Squared_hinge loss for LinearSVC (was:
Adding LBFGS as optimizer
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yuhao yang commented on SPARK-21086:
Sounds good. About the default path for saving d
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yuhao yang updated SPARK-20602:
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Description:
Currently LinearSVC in Spark only supports OWLQN as the optimizer ( check
https://issue
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yuhao yang commented on SPARK-20082:
refer to https://issues.apache.org/jira/browse/S
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yuhao yang commented on SPARK-20767:
Note there's already an issue about setInitialMo
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yuhao yang commented on SPARK-20864:
[~yuanjie] Could you please provide more code to
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yuhao yang commented on SPARK-20768:
Thanks for the ping. [~mlnick] We should just tr
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yuhao yang commented on SPARK-20797:
[~d0evi1] Thanks for reporting the issue and pro
yuhao yang created SPARK-20670:
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Summary: Simplify FPGrowth transform
Key: SPARK-20670
URL: https://issues.apache.org/jira/browse/SPARK-20670
Project: Spark
Issue Type: Improvement
Com
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yuhao yang commented on SPARK-20602:
cc [~josephkb]
> Adding LBFGS as optimizer for
yuhao yang created SPARK-20602:
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Summary: Adding LBFGS as optimizer for LinearSVC
Key: SPARK-20602
URL: https://issues.apache.org/jira/browse/SPARK-20602
Project: Spark
Issue Type: Improvement
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yuhao yang commented on SPARK-20526:
Can you please provide more context? like which
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yuhao yang commented on SPARK-20502:
Check here https://issues.apache.org/jira/browse
yuhao yang created SPARK-20351:
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Summary: Add trait hasTrainingSummary to replace the duplicate code
Key: SPARK-20351
URL: https://issues.apache.org/jira/browse/SPARK-20351
Project: Spark
Issue
yuhao yang created SPARK-20348:
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Summary: Support squared hinge loss (L2 loss) for LinearSVC
Key: SPARK-20348
URL: https://issues.apache.org/jira/browse/SPARK-20348
Project: Spark
Issue Type: Ne
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yuhao yang commented on SPARK-7128:
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I would vote for adding this now.
This is quite h
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yuhao yang updated SPARK-20271:
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Description:
Just to share some code I implemented to help easily create a custom
Transformer in one
yuhao yang created SPARK-20271:
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Summary: Add FuncTransformer to simplify custom transformer
creation
Key: SPARK-20271
URL: https://issues.apache.org/jira/browse/SPARK-20271
Project: Spark
Issu
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https://issues.apache.org/jira/browse/SPARK-20082?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15959368#comment-15959368
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yuhao yang commented on SPARK-20082:
Sorry I'm occupied by some internal project this
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https://issues.apache.org/jira/browse/SPARK-20203?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15955705#comment-15955705
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yuhao yang commented on SPARK-20203:
[~Syrux] Since you got some experiences using th
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https://issues.apache.org/jira/browse/SPARK-20180?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15952377#comment-15952377
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yuhao yang edited comment on SPARK-20180 at 4/1/17 8:14 PM:
I
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yuhao yang commented on SPARK-20180:
I assume user can achieve the same effect by set
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https://issues.apache.org/jira/browse/SPARK-20114?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15944239#comment-15944239
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yuhao yang edited comment on SPARK-20114 at 3/27/17 11:42 PM:
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https://issues.apache.org/jira/browse/SPARK-20114?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15944239#comment-15944239
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yuhao yang commented on SPARK-20114:
Currently I prefer to implement the dummy Prefix
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https://issues.apache.org/jira/browse/SPARK-20114?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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yuhao yang updated SPARK-20114:
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Description:
Creating this jira to track the feature parity for PrefixSpan and sequential
pattern mi
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https://issues.apache.org/jira/browse/SPARK-20114?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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yuhao yang updated SPARK-20114:
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Description:
Creating this jira to track the feature parity for PrefixSpan and sequential
pattern mi
yuhao yang created SPARK-20114:
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Summary: spark.ml parity for sequential pattern mining - PrefixSpan
Key: SPARK-20114
URL: https://issues.apache.org/jira/browse/SPARK-20114
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-20083?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15943857#comment-15943857
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yuhao yang commented on SPARK-20083:
So the result array will allow users to manipula
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