Xusen Yin created SPARK-1405:
Summary: parallel Latent Dirichlet Allocation (LDA) atop of spark
in MLlib
Key: SPARK-1405
URL: https://issues.apache.org/jira/browse/SPARK-1405
Project: Spark
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Xusen Yin reassigned SPARK-1415:
Assignee: Xusen Yin
Add a minSplits parameter to wholeTextFiles
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Xusen Yin commented on SPARK-1415:
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Hi Matei, I just looked around in those Hadoop APIs.
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Xusen Yin commented on SPARK-1585:
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I see. I close it now.
Not robust Lasso causes
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Xusen Yin commented on SPARK-6096:
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[~mengxr] Pls assign it to me.
Support model
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Xusen Yin commented on SPARK-6096:
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Hi [~yanboliang], it's duplicated with
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Xusen Yin commented on SPARK-5986:
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Get it.
Do you mind assign SPARK-5991 to me? Thanks!
Xusen Yin created SPARK-6525:
Summary: Add new feature transformers in ML package
Key: SPARK-6525
URL: https://issues.apache.org/jira/browse/SPARK-6525
Project: Spark
Issue Type: Improvement
Xusen Yin created SPARK-6528:
Summary: IDF transformer
Key: SPARK-6528
URL: https://issues.apache.org/jira/browse/SPARK-6528
Project: Spark
Issue Type: Sub-task
Reporter: Xusen Yin
Xusen Yin created SPARK-6526:
Summary: Add Normalizer transformer
Key: SPARK-6526
URL: https://issues.apache.org/jira/browse/SPARK-6526
Project: Spark
Issue Type: Sub-task
Reporter:
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Xusen Yin updated SPARK-6526:
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Description: https://github.com/apache/spark/pull/5181
Add Normalizer transformer
Xusen Yin created SPARK-6530:
Summary: ChiSqSelector transformer
Key: SPARK-6530
URL: https://issues.apache.org/jira/browse/SPARK-6530
Project: Spark
Issue Type: Sub-task
Reporter:
Xusen Yin created SPARK-6529:
Summary: Word2Vec transformer
Key: SPARK-6529
URL: https://issues.apache.org/jira/browse/SPARK-6529
Project: Spark
Issue Type: Sub-task
Reporter: Xusen
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Xusen Yin commented on SPARK-6525:
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[~mengxr] Let's add new feature transformers. I will
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Xusen Yin commented on SPARK-5895:
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Is it possible to select by type or value? Like in
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Xusen Yin edited comment on SPARK-5895 at 3/30/15 8:14 AM:
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I
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Xusen Yin commented on SPARK-5894:
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[~mengxr] [~josephkb] Do you have time to check it?
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Xusen Yin commented on SPARK-6528:
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[~josephkb] Pls assign it to me.
IDF transformer
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Xusen Yin commented on SPARK-5895:
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I have another concern here.
We can not reveal each
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Xusen Yin commented on SPARK-5894:
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I want to write the polynomial expansion. Pls assign
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Xusen Yin commented on SPARK-5988:
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[~mengxr] Can I take this for the next step? Thanks!
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Xusen Yin commented on SPARK-6529:
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org.apache.spark.mllib.feature.Word2Vec is the core
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Xusen Yin commented on SPARK-5894:
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How about the name PolynomialExpansion?
Add
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Xusen Yin commented on SPARK-5895:
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[~mengxr] [~josephkb] I want to take it. Thanks!
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Xusen Yin edited comment on SPARK-5895 at 4/24/15 8:43 AM:
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I
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Xusen Yin commented on SPARK-5895:
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Sure, thanks.
Add VectorSlicer
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Xusen Yin commented on SPARK-5890:
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I start to do it.
Add FeatureDiscretizer
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Xusen Yin commented on SPARK-6530:
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I start to do it.
ChiSqSelector transformer
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Xusen Yin updated SPARK-6530:
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Description: https://github.com/apache/spark/pull/5742
ChiSqSelector transformer
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Xusen Yin updated SPARK-6530:
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Description: (was: https://github.com/apache/spark/pull/5742)
ChiSqSelector transformer
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Xusen Yin updated SPARK-7581:
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Comment: was deleted
(was: Yes, I will do it right now. If I miss anything else, pls let me know.)
User
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Xusen Yin commented on SPARK-7581:
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Yes, I will do it right now. If I miss anything else,
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Xusen Yin commented on SPARK-7581:
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Yes, I will do it right now. If I miss anything else,
Xusen Yin created SPARK-7663:
Summary: [MLLIB] feature.Word2Vec throws empty iterator error when
the vocabulary size is zero
Key: SPARK-7663
URL: https://issues.apache.org/jira/browse/SPARK-7663
Project:
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Xusen Yin commented on SPARK-7663:
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Got it. Thanks Sean.
[MLLIB] feature.Word2Vec
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Xusen Yin commented on SPARK-7581:
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How to preview the docs that I wrote when I finished
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Xusen Yin commented on SPARK-6529:
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[~josephkb] Word2Vec model is different with others.
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Xusen Yin updated SPARK-7577:
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Comment: was deleted
(was: Oh, yes. Sorry, I forget it. Thanks for the reminder.)
User guide update for
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Xusen Yin commented on SPARK-7577:
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Oh, yes. Sorry, I forget it. Thanks for the reminder.
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Xusen Yin commented on SPARK-7577:
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Oh, yes. Sorry, I forget it. Thanks for the reminder.
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Xusen Yin commented on SPARK-9893:
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Sure, I'll do it ASAP.
User guide for VectorSlicer
Xusen Yin created SPARK-10133:
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Summary: loadLibSVMFile fails to detect zero-based lines
Key: SPARK-10133
URL: https://issues.apache.org/jira/browse/SPARK-10133
Project: Spark
Issue Type: Bug
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Xusen Yin commented on SPARK-10133:
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Thanks. I ignored the above line.
loadLibSVMFile
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Xusen Yin commented on SPARK-9941:
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Hi [~mengxr], I am planning to write something for
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Xusen Yin updated SPARK-11289:
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Description: Substitute code examples with include_example. (was:
[~mengxr] I have one question,
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Xusen Yin commented on SPARK-11289:
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[~mengxr] I have one question, there are some code examples in the
Xusen Yin created SPARK-11289:
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Summary: Substitute code examples in ML features with
include_example
Key: SPARK-11289
URL: https://issues.apache.org/jira/browse/SPARK-11289
Project: Spark
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Xusen Yin updated SPARK-11289:
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Summary: Substitute code examples in ML features extractors with
include_example (was: Substitute
Xusen Yin created SPARK-11297:
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Summary: code example generated by include_example is not exactly
the same with {% highlight %}
Key: SPARK-11297
URL: https://issues.apache.org/jira/browse/SPARK-11297
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Xusen Yin updated SPARK-11297:
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Description: Code example generated by include_example is a little
different with previous {%
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Xusen Yin commented on SPARK-11297:
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[~mengxr] A reminder :)
> code example generated by
Xusen Yin created SPARK-11234:
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Summary: What's cooking classification
Key: SPARK-11234
URL: https://issues.apache.org/jira/browse/SPARK-11234
Project: Spark
Issue Type: Sub-task
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Xusen Yin commented on SPARK-11234:
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The last comment is based on my trial on Avito dataset
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Xusen Yin commented on SPARK-11289:
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A feasible way to do it is create new example files in
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Xusen Yin commented on SPARK-11337:
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I want to add new sub-tasks. How to assign the work amounts? I
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Xusen Yin commented on SPARK-11337:
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I'll create subtasks later.
One more thing, we need to
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Xusen Yin edited comment on SPARK-11337 at 10/28/15 5:24 PM:
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I'll create
Xusen Yin created SPARK-11383:
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Summary: CLONE - Replace example code in
mllib-naive-bayes.md/mllib-isotonic-regression.md using include_example
Key: SPARK-11383
URL: https://issues.apache.org/jira/browse/SPARK-11383
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Xusen Yin updated SPARK-11381:
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Description: This is similar to SPARK-11289 but for the example code in
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Xusen Yin updated SPARK-11383:
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Summary: Replace example code in
mllib-naive-bayes.md/mllib-isotonic-regression.md using
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Xusen Yin edited comment on SPARK-11337 at 10/28/15 5:25 PM:
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I'll create
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Xusen Yin edited comment on SPARK-11337 at 10/28/15 5:24 PM:
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I'll create
Xusen Yin created SPARK-11381:
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Summary: Replace example code in mllib-linear-methods.md using
include_example
Key: SPARK-11381
URL: https://issues.apache.org/jira/browse/SPARK-11381
Project: Spark
Xusen Yin created SPARK-11382:
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Summary: Replace example code in
mllib-decision-tree.md/mllib-ensembles.md using include_example
Key: SPARK-11382
URL: https://issues.apache.org/jira/browse/SPARK-11382
Xusen Yin created SPARK-11399:
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Summary: Include_example should support labels to cut out
different parts in one example code
Key: SPARK-11399
URL: https://issues.apache.org/jira/browse/SPARK-11399
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Xusen Yin updated SPARK-11399:
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Description:
There are many small examples that do not need to create a single example file.
Take the
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Xusen Yin commented on SPARK-11337:
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Sure will do it later.
> Make example code in user guide testable
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Xusen Yin commented on SPARK-11234:
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[~mengxr] I add the cooking classification code here:
Xusen Yin created SPARK-11728:
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Summary: Replace example code in ml-ensembles.md using
include_example
Key: SPARK-11728
URL: https://issues.apache.org/jira/browse/SPARK-11728
Project: Spark
Xusen Yin created SPARK-11729:
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Summary: Replace example code in ml-linear-methods.md and
ml-ann.md using include_example
Key: SPARK-11729
URL: https://issues.apache.org/jira/browse/SPARK-11729
Project:
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Xusen Yin updated SPARK-11729:
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Description: (was: Process these two markdown files in one JIRA issue
because they have fewer code
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Xusen Yin updated SPARK-11729:
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Summary: Replace example code in ml-linear-methods.md using include_example
(was: Replace example
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Xusen Yin commented on SPARK-11728:
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I'll take this.
> Replace example code in ml-ensembles.md using
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Xusen Yin commented on SPARK-11337:
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[~mengxr] Until now, all docs of ML and MLlib packages are
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Xusen Yin commented on SPARK-10935:
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[~kpl...@gmail.com] Sorry for the late response. Which step do you
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Xusen Yin commented on SPARK-11337:
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This SPARK-11418 is duplicated with SPARK-11336:
Xusen Yin created SPARK-11443:
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Summary: Blank line reserved include_example
Key: SPARK-11443
URL: https://issues.apache.org/jira/browse/SPARK-11443
Project: Spark
Issue Type: Sub-task
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Xusen Yin updated SPARK-11443:
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Description: The trim_codeblock(lines) function in include_example.rb
removes some blank lines in the
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
Xusen Yin created SPARK-11548:
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Summary: Replace example code in mllib-collaborative-filtering.md
using include_example
Key: SPARK-11548
URL: https://issues.apache.org/jira/browse/SPARK-11548
Project:
Xusen Yin created SPARK-11549:
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Summary: Replace example code in mllib-collaborative-filtering.md
using include_example
Key: SPARK-11549
URL: https://issues.apache.org/jira/browse/SPARK-11549
Project:
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
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https://issues.apache.org/jira/browse/SPARK-11381?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14993172#comment-14993172
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Xusen Yin commented on SPARK-11381:
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Yes, you are right.
> Replace example code in
Xusen Yin created SPARK-11551:
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Summary: Replace example code in ml-features.md using
include_example
Key: SPARK-11551
URL: https://issues.apache.org/jira/browse/SPARK-11551
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-11382?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-11382:
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Description: This is similar to SPARK-11289 but for the example code in
mllib-decision-tree.md. (was:
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https://issues.apache.org/jira/browse/SPARK-11549?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-11549:
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Summary: Replace example code in mllib-evaluation-metrics.md using
include_example (was: Replace
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https://issues.apache.org/jira/browse/SPARK-11549?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xusen Yin updated SPARK-11549:
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Description: (was: We can leave the code snippet:
val alpha = 0.01
val lambda = 0.01
val model =
Xusen Yin created SPARK-11550:
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Summary: Replace example code in mllib-optimization.md using
include_example
Key: SPARK-11550
URL: https://issues.apache.org/jira/browse/SPARK-11550
Project: Spark
Xusen Yin created SPARK-11552:
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Summary: Replace example code in ml-decision-tree.md using
include_example
Key: SPARK-11552
URL: https://issues.apache.org/jira/browse/SPARK-11552
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-11551?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14993453#comment-14993453
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Xusen Yin commented on SPARK-11551:
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Please go ahead and start doing it. This will assign to you after
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https://issues.apache.org/jira/browse/SPARK-11551?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14993452#comment-14993452
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Xusen Yin commented on SPARK-11551:
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Please go ahead and start doing it. This will assign to you after
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https://issues.apache.org/jira/browse/SPARK-11337?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14981688#comment-14981688
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Xusen Yin commented on SPARK-11337:
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[~mengxr] There are another two issues when I reviewing recent two
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https://issues.apache.org/jira/browse/SPARK-10055?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14956276#comment-14956276
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Xusen Yin commented on SPARK-10055:
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Yes, I will find a new dataset soon and ping you on JIRA.
> San
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https://issues.apache.org/jira/browse/SPARK-10935?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14956279#comment-14956279
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Xusen Yin commented on SPARK-10935:
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[~mengxr] [~kpl...@gmail.com] Are you still love to work on this?
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https://issues.apache.org/jira/browse/SPARK-10935?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14959140#comment-14959140
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Xusen Yin commented on SPARK-10935:
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OK, ping me if you need help.
> Avito Context Ad Clicks
>
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https://issues.apache.org/jira/browse/SPARK-5874?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=14959156#comment-14959156
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Xusen Yin commented on SPARK-5874:
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How about adding a warm-start strategy in ML Estimator? I.e. update
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