[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-09-04 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13758103#comment-13758103 ] Peng Cheng commented on MAHOUT-1286: The existing open addressing hash table is for

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-29 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13754269#comment-13754269 ] Peng Cheng commented on MAHOUT-1286: Hi Gokhan, No problem, but it only has two

[jira] [Updated] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-29 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1286: --- Attachment: Semifinal-implementation-added.patch Sorry about the late reply, and please be noted

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-16 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13742714#comment-13742714 ] Peng Cheng commented on MAHOUT-1286: Hi Dr Dunning, Great appreciation, I watched

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13736962#comment-13736962 ] Peng Cheng commented on MAHOUT-1286: The idea of ArrayMap has been discarded due to

[jira] [Updated] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1286: --- Attachment: InMemoryDataModelTest.java InMemoryDataModel.java See uploaded files

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13736992#comment-13736992 ] Peng Cheng commented on MAHOUT-1286: Here is my final solution after numerous

[jira] [Updated] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1286: --- Fix Version/s: 0.9 Labels: collaborative-filtering datamodel patch recommender (was: )

[jira] [Comment Edited] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13737019#comment-13737019 ] Peng Cheng edited comment on MAHOUT-1286 at 8/12/13 4:44 PM: -

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13737019#comment-13737019 ] Peng Cheng commented on MAHOUT-1286: Hi Dr Dunning, Indeed both Gokhan and me have

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13737023#comment-13737023 ] Peng Cheng commented on MAHOUT-1286: Well, I mean, I partially agree that the effort

[jira] [Comment Edited] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13736962#comment-13736962 ] Peng Cheng edited comment on MAHOUT-1286 at 8/12/13 4:54 PM: -

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13737553#comment-13737553 ] Peng Cheng commented on MAHOUT-1286: Hi Gentlemen, Thanks a lot for proving my point

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-08-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13737563#comment-13737563 ] Peng Cheng commented on MAHOUT-1286: Also, please be noted that the first patch is

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-23 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13717659#comment-13717659 ] Peng Cheng commented on MAHOUT-1286: Aye aye, I just did, turns out that instances of

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-22 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13715885#comment-13715885 ] Peng Cheng commented on MAHOUT-1286: On second thought, hash map is very likely not

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-22 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13715906#comment-13715906 ] Peng Cheng commented on MAHOUT-1286: In another hand, I try to solve the problem by

[jira] [Comment Edited] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-22 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13715906#comment-13715906 ] Peng Cheng edited comment on MAHOUT-1286 at 7/23/13 12:26 AM:

[jira] [Commented] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-22 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13715912#comment-13715912 ] Peng Cheng commented on MAHOUT-1286: Hi Sebastian, Gokhan, how do you feel about the

[jira] [Created] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and iteration

2013-07-17 Thread Peng Cheng (JIRA)
Peng Cheng created MAHOUT-1286: -- Summary: Memory-efficient DataModel, supporting fast online updates and iteration Key: MAHOUT-1286 URL: https://issues.apache.org/jira/browse/MAHOUT-1286 Project: Mahout

[jira] [Updated] (MAHOUT-1286) Memory-efficient DataModel, supporting fast online updates and element-wise iteration

2013-07-17 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1286?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1286: --- Summary: Memory-efficient DataModel, supporting fast online updates and element-wise iteration

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-13 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13707830#comment-13707830 ] Peng Cheng commented on MAHOUT-1272: Test on libimseti dataset

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-13 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Attachment: libimsetiSVDRecomenderEvaluatorRunner.java here is the component for testing on

[jira] [Comment Edited] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-13 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13707830#comment-13707830 ] Peng Cheng edited comment on MAHOUT-1272 at 7/13/13 8:57 PM: -

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-13 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Attachment: NetflixRecomenderEvaluatorRunner.java Runnable component for testing

[jira] [Commented] (MAHOUT-1274) SGD-based Online SVD recommender

2013-07-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1274?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13707065#comment-13707065 ] Peng Cheng commented on MAHOUT-1274: Main component finished. The new factorizer and

[jira] [Commented] (MAHOUT-1274) SGD-based Online SVD recommender

2013-07-12 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1274?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13707104#comment-13707104 ] Peng Cheng commented on MAHOUT-1274: Totally agree, I don't know about other

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-08 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13702175#comment-13702175 ] Peng Cheng commented on MAHOUT-1272: Hey Sebastian, Hudson, Thank you so much for on

[jira] [Comment Edited] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-08 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13702175#comment-13702175 ] Peng Cheng edited comment on MAHOUT-1272 at 7/8/13 6:06 PM:

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701672#comment-13701672 ] Peng Cheng commented on MAHOUT-1272: Hey honoured contributors I've got some crude

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Attachment: ParallelSGDFactorizerTest.java ParallelSGDFactorizer.java

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701679#comment-13701679 ] Peng Cheng commented on MAHOUT-1272: Hi Sebastian may I ask question? I digged some

[jira] [Comment Edited] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701682#comment-13701682 ] Peng Cheng edited comment on MAHOUT-1272 at 7/7/13 10:21 PM: -

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701682#comment-13701682 ] Peng Cheng commented on MAHOUT-1272: New parameter: lambda = 0.001 rank of the rating

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-07 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701688#comment-13701688 ] Peng Cheng commented on MAHOUT-1272: Hi Sebastian, Really? I would break my fingers

[jira] [Comment Edited] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-06 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701233#comment-13701233 ] Peng Cheng edited comment on MAHOUT-1272 at 7/6/13 2:43 PM:

[jira] [Updated] (MAHOUT-1274) SGD-based Online SVD recommender

2013-07-06 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1274?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1274: --- Description: an online SVD recommender is otherwise similar to an offline SVD recommender except

[jira] [Commented] (MAHOUT-1274) SGD-based Online SVD recommender

2013-07-06 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1274?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701380#comment-13701380 ] Peng Cheng commented on MAHOUT-1274: BTW may I ask (noobishly) that why you have

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-05 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Labels: features patch test (was: ) Status: Patch Available (was: Open) Hey I have finished

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-05 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Attachment: ParallelSGDFactorizerTest.java ParallelSGDFactorizer.java java file

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-05 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Attachment: mahout.patch patch Parallel SGD matrix factorizer for SVDrecommender

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-05 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701241#comment-13701241 ] Peng Cheng commented on MAHOUT-1272: The next step would be to create an online

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-05 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13701247#comment-13701247 ] Peng Cheng commented on MAHOUT-1272: Aye aye, more test on the way. Much obliged to

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-07-01 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13696932#comment-13696932 ] Peng Cheng commented on MAHOUT-1272: Looks like the 1/n learning rate doesn't work at

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-29 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13696155#comment-13696155 ] Peng Cheng commented on MAHOUT-1272: learning rate/step size are set to be identical

[jira] [Commented] (MAHOUT-1089) SGD matrix factorization for rating prediction with user and item biases

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1089?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13695745#comment-13695745 ] Peng Cheng commented on MAHOUT-1089: Code is slick! But apparently there is no

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Description: a parallel factorizer based on MAHOUT-1089 may achieve better performance on

[jira] [Updated] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Peng Cheng updated MAHOUT-1272: --- Description: a parallel factorizer based on MAHOUT-1089 may achieve better performance on

[jira] [Created] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
Peng Cheng created MAHOUT-1272: -- Summary: Parallel SGD matrix factorizer for SVDrecommender Key: MAHOUT-1272 URL: https://issues.apache.org/jira/browse/MAHOUT-1272 Project: Mahout Issue Type:

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13695791#comment-13695791 ] Peng Cheng commented on MAHOUT-1272: I presume it be be a single-machine multi-core?

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13695800#comment-13695800 ] Peng Cheng commented on MAHOUT-1272: I'm reading the source code of ALS-WR,

[jira] [Commented] (MAHOUT-1272) Parallel SGD matrix factorizer for SVDrecommender

2013-06-28 Thread Peng Cheng (JIRA)
[ https://issues.apache.org/jira/browse/MAHOUT-1272?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanelfocusedCommentId=13695818#comment-13695818 ] Peng Cheng commented on MAHOUT-1272: Thank a lot for the hint! Is it in