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Posted to dev@mahout.apache.org by Jeff Eastman <jd...@windwardsolutions.com> on 2011/12/05 23:29:56 UTC

Major Issues for 0.6

Here's the list of Major issues marked for 0.6. I can commit to the 3 
which I own by end of this month.

Issue Type 	Key 	Summary 	Assignee 	Reporter 	Priority 	Status 
Resolution 	Created 	Updated
Improvement 	MAHOUT-910 
<https://issues.apache.org/jira/browse/MAHOUT-910> 	Improve sampling in 
SamplingCandidateItemStrategy, optimize intersection computations 	Sean 
Owen 	Sean Owen 	Major 	Patch Available 	Unresolved 	12/2/11 16:46 
12/5/11 22:00
New Feature 	MAHOUT-897 
<https://issues.apache.org/jira/browse/MAHOUT-897> 	New implementation 
for LDA: Collapsed Variational Bayes (0th derivative approximation), 
with map-side model caching 	Jake Mannix 	Jake Mannix 	Major 	Patch 
Available 	Unresolved 	11/27/11 7:34 	12/3/11 5:16
Improvement 	MAHOUT-846 
<https://issues.apache.org/jira/browse/MAHOUT-846> 	Improve Scalability 
of Gaussian Cluster For Wide Vectors 	Jeff Eastman 	Jeff Eastman 
Major 	Open 	Unresolved 	10/19/11 17:06 	10/20/11 3:35
New Feature 	MAHOUT-843 
<https://issues.apache.org/jira/browse/MAHOUT-843> 	Top Down 
Clustering 	Jeff Eastman 	Paritosh Ranjan 	Major 	Patch Available 
Unresolved 	10/15/11 19:27 	12/5/11 19:56
Bug 	MAHOUT-825 <https://issues.apache.org/jira/browse/MAHOUT-825> 
Canopies grouping records outside t1 	Jeff Eastman 	Paritosh Ranjan 
Major 	Patch Available 	Unresolved 	10/3/11 8:10 	12/3/11 18:29
Bug 	MAHOUT-794 <https://issues.apache.org/jira/browse/MAHOUT-794> 
Eigencuts produces unexpected results, part 2 	Shannon Quinn 	Sean 
Owen 	Major 	Open 	Unresolved 	8/21/11 19:37 	8/21/11 19:37
Improvement 	MAHOUT-772 
<https://issues.apache.org/jira/browse/MAHOUT-772> 	Refactor 
Matrix/Vector implementation with linear operators 	Unassigned 	Jonathan 
Traupman 	Major 	Open 	Unresolved 	7/25/11 6:13 	8/18/11 17:41
Task 	MAHOUT-627 <https://issues.apache.org/jira/browse/MAHOUT-627> 
Baum-Welch Algorithm on Map-Reduce for Parallel Hidden Markov Model 
Training. 	Grant Ingersoll 	Dhruv Kumar 	Major 	Patch Available 
Unresolved 	3/17/11 15:59 	11/8/11 19:16
Bug 	MAHOUT-598 <https://issues.apache.org/jira/browse/MAHOUT-598> 
Downstream steps in the seq2sparse job flow looking in wrong location 
for output from previous steps when running in Elastic MapReduce (EMR) 
cluster 	Robin Anil 	Timothy Potter 	Major 	Open 	Unresolved 	1/27/11 
16:20 	8/21/11 20:01
Bug 	MAHOUT-524 <https://issues.apache.org/jira/browse/MAHOUT-524> 
DisplaySpectralKMeans example fails 	Shannon Quinn 	Jeff Eastman 
Major 	Open 	Unresolved 	10/12/10 3:31 	11/22/11 18:04
Bug 	MAHOUT-399 <https://issues.apache.org/jira/browse/MAHOUT-399> 	LDA 
on Mahout 0.3 does not converge to correct solution for overlapping 
pyramids toy problem. 	Jake Mannix 	Michael Lazarus 	Major 	Patch 
Available 	Unresolved 	5/24/10 17:17 	12/2/11 22:32



Re: Major Issues for 0.6

Posted by Dmitriy Lyubimov <dl...@gmail.com>.
if you are going to release after NY i may have a chance to sneak in 817 in
that release, after all.

-d

On Mon, Dec 5, 2011 at 2:29 PM, Jeff Eastman <jd...@windwardsolutions.com>wrote:

> **
> Here's the list of Major issues marked for 0.6. I can commit to the 3
> which I own by end of this month.
>
>        Issue Type Key Summary Assignee Reporter Priority Status Resolution
> Created Updated  Improvement MAHOUT-910<https://issues.apache.org/jira/browse/MAHOUT-910> Improve
> sampling in SamplingCandidateItemStrategy, optimize intersection
> computations Sean Owen Sean Owen Major Patch Available Unresolved 12/2/11
> 16:46 12/5/11 22:00  New Feature MAHOUT-897<https://issues.apache.org/jira/browse/MAHOUT-897> New
> implementation for LDA: Collapsed Variational Bayes (0th derivative
> approximation), with map-side model caching Jake Mannix Jake Mannix Major Patch
> Available Unresolved 11/27/11 7:34 12/3/11 5:16  Improvement MAHOUT-846<https://issues.apache.org/jira/browse/MAHOUT-846> Improve
> Scalability of Gaussian Cluster For Wide Vectors Jeff Eastman Jeff Eastman
> Major Open Unresolved 10/19/11 17:06 10/20/11 3:35  New Feature MAHOUT-843<https://issues.apache.org/jira/browse/MAHOUT-843> Top
> Down Clustering Jeff Eastman Paritosh Ranjan Major Patch Available
> Unresolved 10/15/11 19:27 12/5/11 19:56  Bug MAHOUT-825<https://issues.apache.org/jira/browse/MAHOUT-825> Canopies
> grouping records outside t1 Jeff Eastman Paritosh Ranjan Major Patch
> Available Unresolved 10/3/11 8:10 12/3/11 18:29  Bug MAHOUT-794<https://issues.apache.org/jira/browse/MAHOUT-794> Eigencuts
> produces unexpected results, part 2 Shannon Quinn Sean Owen Major Open
> Unresolved 8/21/11 19:37 8/21/11 19:37  Improvement MAHOUT-772<https://issues.apache.org/jira/browse/MAHOUT-772> Refactor
> Matrix/Vector implementation with linear operators Unassigned Jonathan
> Traupman Major Open Unresolved 7/25/11 6:13 8/18/11 17:41  Task MAHOUT-627<https://issues.apache.org/jira/browse/MAHOUT-627> Baum-Welch
> Algorithm on Map-Reduce for Parallel Hidden Markov Model Training. Grant
> Ingersoll Dhruv Kumar Major Patch Available Unresolved 3/17/11 15:59 11/8/11
> 19:16  Bug MAHOUT-598 <https://issues.apache.org/jira/browse/MAHOUT-598> Downstream
> steps in the seq2sparse job flow looking in wrong location for output from
> previous steps when running in Elastic MapReduce (EMR) cluster Robin Anil Timothy
> Potter Major Open Unresolved 1/27/11 16:20 8/21/11 20:01  Bug MAHOUT-524<https://issues.apache.org/jira/browse/MAHOUT-524> DisplaySpectralKMeans
> example fails Shannon Quinn Jeff Eastman Major Open Unresolved 10/12/10
> 3:31 11/22/11 18:04  Bug MAHOUT-399<https://issues.apache.org/jira/browse/MAHOUT-399> LDA
> on Mahout 0.3 does not converge to correct solution for overlapping
> pyramids toy problem. Jake Mannix Michael Lazarus Major Patch Available
> Unresolved 5/24/10 17:17 12/2/11 22:32
>

Re: Major Issues for 0.6

Posted by Ted Dunning <te...@gmail.com>.
Wow.

Good luck on that.

On Mon, Dec 5, 2011 at 3:05 PM, Shannon Quinn <sq...@gatech.edu> wrote:

> I can definitely have 524 done by the end of the month...currently
> finishing up a very large grant proposal that's due at midnight tonight
> which involves Mahout in a 3-year research project. Fingers crossed!
>
> On 12/5/2011 5:29 PM, Jeff Eastman wrote:
>
>> Here's the list of Major issues marked for 0.6. I can commit to the 3
>> which I own by end of this month.
>>
>> Issue Type      Key     Summary         Assignee        Reporter
>>  Priority        Status Resolution       Created         Updated
>> Improvement     MAHOUT-910 <https://issues.apache.org/**
>> jira/browse/MAHOUT-910 <https://issues.apache.org/jira/browse/MAHOUT-910>>
>>   Improve sampling in SamplingCandidateItemStrategy, optimize intersection
>> computations Sean Owen         Sean Owen       Major   Patch Available
>>     Unresolved      12/2/11 16:46   12/5/11 22:00
>> New Feature     MAHOUT-897 <https://issues.apache.org/**
>> jira/browse/MAHOUT-897 <https://issues.apache.org/jira/browse/MAHOUT-897>>
>>   New implementation for LDA: Collapsed Variational Bayes (0th derivative
>> approximation), with map-side model caching     Jake Mannix     Jake Mannix
>>     Major   Patch Available         Unresolved      11/27/11 7:34   12/3/11
>> 5:16
>> Improvement     MAHOUT-846 <https://issues.apache.org/**
>> jira/browse/MAHOUT-846 <https://issues.apache.org/jira/browse/MAHOUT-846>>
>>   Improve Scalability of Gaussian Cluster For Wide Vectors        Jeff
>> Eastman    Jeff Eastman    Major   Open    Unresolved      10/19/11 17:06
>>  10/20/11 3:35
>> New Feature     MAHOUT-843 <https://issues.apache.org/**
>> jira/browse/MAHOUT-843 <https://issues.apache.org/jira/browse/MAHOUT-843>>
>>   Top Down Clustering     Jeff Eastman    Paritosh Ranjan         Major
>> Patch Available Unresolved      10/15/11 19:27  12/5/11 19:56
>> Bug     MAHOUT-825 <https://issues.apache.org/**jira/browse/MAHOUT-825<https://issues.apache.org/jira/browse/MAHOUT-825>>
>> Canopies grouping records outside t1      Jeff Eastman    Paritosh Ranjan
>> Major   Patch Available         Unresolved      10/3/11 8:10    12/3/11
>> 18:29
>> Bug     MAHOUT-794 <https://issues.apache.org/**jira/browse/MAHOUT-794<https://issues.apache.org/jira/browse/MAHOUT-794>>
>> Eigencuts produces unexpected results, part 2     Shannon Quinn   Sean Owen
>>       Major   Open    Unresolved      8/21/11 19:37   8/21/11 19:37
>> Improvement     MAHOUT-772 <https://issues.apache.org/**
>> jira/browse/MAHOUT-772 <https://issues.apache.org/jira/browse/MAHOUT-772>>
>>   Refactor Matrix/Vector implementation with linear operators
>> Unassigned Jonathan Traupman    Major   Open    Unresolved      7/25/11
>> 6:13    8/18/11 17:41
>> Task    MAHOUT-627 <https://issues.apache.org/**jira/browse/MAHOUT-627<https://issues.apache.org/jira/browse/MAHOUT-627>>
>> Baum-Welch Algorithm on Map-Reduce for Parallel Hidden Markov Model
>> Training.     Grant Ingersoll         Dhruv Kumar     Major   Patch
>> Available Unresolved      3/17/11 15:59   11/8/11 19:16
>> Bug     MAHOUT-598 <https://issues.apache.org/**jira/browse/MAHOUT-598<https://issues.apache.org/jira/browse/MAHOUT-598>>
>> Downstream steps in the seq2sparse job flow looking in wrong location for
>> output from previous steps when running in Elastic MapReduce (EMR) cluster
>>      Robin Anil      Timothy Potter  Major   Open    Unresolved
>>  1/27/11 16:20   8/21/11 20:01
>> Bug     MAHOUT-524 <https://issues.apache.org/**jira/browse/MAHOUT-524<https://issues.apache.org/jira/browse/MAHOUT-524>>
>> DisplaySpectralKMeans example fails       Shannon Quinn   Jeff Eastman
>> Major      Open    Unresolved      10/12/10 3:31   11/22/11 18:04
>> Bug     MAHOUT-399 <https://issues.apache.org/**jira/browse/MAHOUT-399<https://issues.apache.org/jira/browse/MAHOUT-399>>
>> LDA on Mahout 0.3 does not converge to correct solution for overlapping
>> pyramids toy problem.     Jake Mannix     Michael Lazarus Major   Patch
>> Available         Unresolved      5/24/10 17:17   12/2/11 22:32
>>
>>
>>

Re: Major Issues for 0.6

Posted by Isabel Drost <is...@apache.org>.
On 06.12.2011 Shannon Quinn wrote:
> I can definitely have 524 done by the end of the month...currently
> finishing up a very large grant proposal that's due at midnight tonight
> which involves Mahout in a 3-year research project. Fingers crossed!

Not sure whether it helps but keeping my fingers crossed as well - just in case.


Isabel

Re: Major Issues for 0.6

Posted by Shannon Quinn <sq...@gatech.edu>.
I can definitely have 524 done by the end of the month...currently 
finishing up a very large grant proposal that's due at midnight tonight 
which involves Mahout in a 3-year research project. Fingers crossed!

On 12/5/2011 5:29 PM, Jeff Eastman wrote:
> Here's the list of Major issues marked for 0.6. I can commit to the 3 
> which I own by end of this month.
>
> Issue Type 	Key 	Summary 	Assignee 	Reporter 	Priority 	Status 
> Resolution 	Created 	Updated
> Improvement 	MAHOUT-910 
> <https://issues.apache.org/jira/browse/MAHOUT-910> 	Improve sampling 
> in SamplingCandidateItemStrategy, optimize intersection computations 
> Sean Owen 	Sean Owen 	Major 	Patch Available 	Unresolved 	12/2/11 
> 16:46 	12/5/11 22:00
> New Feature 	MAHOUT-897 
> <https://issues.apache.org/jira/browse/MAHOUT-897> 	New implementation 
> for LDA: Collapsed Variational Bayes (0th derivative approximation), 
> with map-side model caching 	Jake Mannix 	Jake Mannix 	Major 	Patch 
> Available 	Unresolved 	11/27/11 7:34 	12/3/11 5:16
> Improvement 	MAHOUT-846 
> <https://issues.apache.org/jira/browse/MAHOUT-846> 	Improve 
> Scalability of Gaussian Cluster For Wide Vectors 	Jeff Eastman 	Jeff 
> Eastman 	Major 	Open 	Unresolved 	10/19/11 17:06 	10/20/11 3:35
> New Feature 	MAHOUT-843 
> <https://issues.apache.org/jira/browse/MAHOUT-843> 	Top Down 
> Clustering 	Jeff Eastman 	Paritosh Ranjan 	Major 	Patch Available 
> Unresolved 	10/15/11 19:27 	12/5/11 19:56
> Bug 	MAHOUT-825 <https://issues.apache.org/jira/browse/MAHOUT-825> 
> Canopies grouping records outside t1 	Jeff Eastman 	Paritosh Ranjan 
> Major 	Patch Available 	Unresolved 	10/3/11 8:10 	12/3/11 18:29
> Bug 	MAHOUT-794 <https://issues.apache.org/jira/browse/MAHOUT-794> 
> Eigencuts produces unexpected results, part 2 	Shannon Quinn 	Sean 
> Owen 	Major 	Open 	Unresolved 	8/21/11 19:37 	8/21/11 19:37
> Improvement 	MAHOUT-772 
> <https://issues.apache.org/jira/browse/MAHOUT-772> 	Refactor 
> Matrix/Vector implementation with linear operators 	Unassigned 
> Jonathan Traupman 	Major 	Open 	Unresolved 	7/25/11 6:13 	8/18/11 17:41
> Task 	MAHOUT-627 <https://issues.apache.org/jira/browse/MAHOUT-627> 
> Baum-Welch Algorithm on Map-Reduce for Parallel Hidden Markov Model 
> Training. 	Grant Ingersoll 	Dhruv Kumar 	Major 	Patch Available 
> Unresolved 	3/17/11 15:59 	11/8/11 19:16
> Bug 	MAHOUT-598 <https://issues.apache.org/jira/browse/MAHOUT-598> 
> Downstream steps in the seq2sparse job flow looking in wrong location 
> for output from previous steps when running in Elastic MapReduce (EMR) 
> cluster 	Robin Anil 	Timothy Potter 	Major 	Open 	Unresolved 	1/27/11 
> 16:20 	8/21/11 20:01
> Bug 	MAHOUT-524 <https://issues.apache.org/jira/browse/MAHOUT-524> 
> DisplaySpectralKMeans example fails 	Shannon Quinn 	Jeff Eastman 
> Major 	Open 	Unresolved 	10/12/10 3:31 	11/22/11 18:04
> Bug 	MAHOUT-399 <https://issues.apache.org/jira/browse/MAHOUT-399> 
> LDA on Mahout 0.3 does not converge to correct solution for 
> overlapping pyramids toy problem. 	Jake Mannix 	Michael Lazarus 
> Major 	Patch Available 	Unresolved 	5/24/10 17:17 	12/2/11 22:32
>
>

Re: Major Issues for 0.6

Posted by Grant Ingersoll <gs...@apache.org>.
I'll take a crack at it, just good to have a 2nd set of eyes.

On Dec 6, 2011, at 4:53 PM, Sebastian Schelter wrote:

> Our expert is currently doing an internship at google. He'll be back in
> january.
> Am 06.12.2011 22:24 schrieb "Isabel Drost" <is...@apache.org>:
> 
>> On 06.12.2011 Ted Dunning wrote:
>>> Isabel?
>>> 
>>> Do you have an HMM expert handy?
>> 
>> Can only defer to Sebastian who is working at a research lab that might
>> have -
>> or at least has contacts to one.
>> 
>> 
>> Isabel
>> 



Re: Major Issues for 0.6

Posted by Sebastian Schelter <ss...@googlemail.com>.
Our expert is currently doing an internship at google. He'll be back in
january.
Am 06.12.2011 22:24 schrieb "Isabel Drost" <is...@apache.org>:

> On 06.12.2011 Ted Dunning wrote:
> > Isabel?
> >
> > Do you have an HMM expert handy?
>
> Can only defer to Sebastian who is working at a research lab that might
> have -
> or at least has contacts to one.
>
>
> Isabel
>

Re: Major Issues for 0.6

Posted by Isabel Drost <is...@apache.org>.
On 06.12.2011 Ted Dunning wrote:
> Isabel?
> 
> Do you have an HMM expert handy?

Can only defer to Sebastian who is working at a research lab that might have - 
or at least has contacts to one.


Isabel

Re: Major Issues for 0.6

Posted by Ted Dunning <te...@gmail.com>.
Isabel?

Do you have an HMM expert handy?

On Mon, Dec 5, 2011 at 3:44 PM, Grant Ingersoll <gs...@apache.org> wrote:

> I haven't opened an issue yet, but I also have concerns about the new
> bayes classifier in terms of quality of results.
>
> I'm hoping to get to M-627 soon, but wouldn't mind some help, as I am not
> an HMM expert (yet).
>
> On Dec 5, 2011, at 5:29 PM, Jeff Eastman wrote:
>
> > Here's the list of Major issues marked for 0.6. I can commit to the 3
> which I own by end of this month.
> >
> > Issue Type    Key     Summary Assignee        Reporter        Priority
>      Status  Resolution      Created Updated
> > Improvement   MAHOUT-910      Improve sampling in
> SamplingCandidateItemStrategy, optimize intersection computations   Sean
> Owen       Sean Owen       Major   Patch Available Unresolved      12/2/11
> 16:46   12/5/11 22:00
> > New Feature   MAHOUT-897      New implementation for LDA: Collapsed
> Variational Bayes (0th derivative approximation), with map-side model
> caching     Jake Mannix     Jake Mannix     Major   Patch Available
> Unresolved      11/27/11 7:34   12/3/11 5:16
> > Improvement   MAHOUT-846      Improve Scalability of Gaussian Cluster
> For Wide Vectors        Jeff Eastman    Jeff Eastman    Major   Open
>  Unresolved      10/19/11 17:06  10/20/11 3:35
> > New Feature   MAHOUT-843      Top Down Clustering     Jeff Eastman
>  Paritosh Ranjan Major   Patch Available Unresolved      10/15/11 19:27
>  12/5/11 19:56
> > Bug   MAHOUT-825      Canopies grouping records outside t1    Jeff
> Eastman    Paritosh Ranjan Major   Patch Available Unresolved      10/3/11
> 8:10    12/3/11 18:29
> > Bug   MAHOUT-794      Eigencuts produces unexpected results, part 2
> Shannon Quinn   Sean Owen       Major   Open    Unresolved      8/21/11
> 19:37   8/21/11 19:37
> > Improvement   MAHOUT-772      Refactor Matrix/Vector implementation with
> linear operators     Unassigned      Jonathan Traupman       Major   Open
>  Unresolved      7/25/11 6:13    8/18/11 17:41
> > Task  MAHOUT-627      Baum-Welch Algorithm on Map-Reduce for Parallel
> Hidden Markov Model Training.   Grant Ingersoll Dhruv Kumar     Major
> Patch Available Unresolved      3/17/11 15:59   11/8/11 19:16
> > Bug   MAHOUT-598      Downstream steps in the seq2sparse job flow
> looking in wrong location for output from previous steps when running in
> Elastic MapReduce (EMR) cluster    Robin Anil      Timothy Potter  Major
> Open    Unresolved      1/27/11 16:20   8/21/11 20:01
> > Bug   MAHOUT-524      DisplaySpectralKMeans example fails     Shannon
> Quinn   Jeff Eastman    Major   Open    Unresolved      10/12/10 3:31
> 11/22/11 18:04
> > Bug   MAHOUT-399      LDA on Mahout 0.3 does not converge to correct
> solution for overlapping pyramids toy problem.   Jake Mannix     Michael
> Lazarus Major   Patch Available Unresolved      5/24/10 17:17   12/2/11
> 22:32
>
> --------------------------------------------
> Grant Ingersoll
> http://www.lucidimagination.com
>
>
>
>

Re: Major Issues for 0.6

Posted by Grant Ingersoll <gs...@apache.org>.
I haven't opened an issue yet, but I also have concerns about the new bayes classifier in terms of quality of results.

I'm hoping to get to M-627 soon, but wouldn't mind some help, as I am not an HMM expert (yet).

On Dec 5, 2011, at 5:29 PM, Jeff Eastman wrote:

> Here's the list of Major issues marked for 0.6. I can commit to the 3 which I own by end of this month.
> 
> Issue Type	Key	Summary	Assignee	Reporter	Priority	Status	Resolution	Created	Updated
> Improvement	MAHOUT-910	Improve sampling in SamplingCandidateItemStrategy, optimize intersection computations	Sean Owen	Sean Owen	Major	Patch Available	Unresolved	12/2/11 16:46	12/5/11 22:00
> New Feature	MAHOUT-897	New implementation for LDA: Collapsed Variational Bayes (0th derivative approximation), with map-side model caching	Jake Mannix	Jake Mannix	Major	Patch Available	Unresolved	11/27/11 7:34	12/3/11 5:16
> Improvement	MAHOUT-846	Improve Scalability of Gaussian Cluster For Wide Vectors	Jeff Eastman	Jeff Eastman	Major	Open	Unresolved	10/19/11 17:06	10/20/11 3:35
> New Feature	MAHOUT-843	Top Down Clustering	Jeff Eastman	Paritosh Ranjan	Major	Patch Available	Unresolved	10/15/11 19:27	12/5/11 19:56
> Bug	MAHOUT-825	Canopies grouping records outside t1	Jeff Eastman	Paritosh Ranjan	Major	Patch Available	Unresolved	10/3/11 8:10	12/3/11 18:29
> Bug	MAHOUT-794	Eigencuts produces unexpected results, part 2	Shannon Quinn	Sean Owen	Major	Open	Unresolved	8/21/11 19:37	8/21/11 19:37
> Improvement	MAHOUT-772	Refactor Matrix/Vector implementation with linear operators	Unassigned	Jonathan Traupman	Major	Open	Unresolved	7/25/11 6:13	8/18/11 17:41
> Task	MAHOUT-627	Baum-Welch Algorithm on Map-Reduce for Parallel Hidden Markov Model Training.	Grant Ingersoll	Dhruv Kumar	Major	Patch Available	Unresolved	3/17/11 15:59	11/8/11 19:16
> Bug	MAHOUT-598	Downstream steps in the seq2sparse job flow looking in wrong location for output from previous steps when running in Elastic MapReduce (EMR) cluster	Robin Anil	Timothy Potter	Major	Open	Unresolved	1/27/11 16:20	8/21/11 20:01
> Bug	MAHOUT-524	DisplaySpectralKMeans example fails	Shannon Quinn	Jeff Eastman	Major	Open	Unresolved	10/12/10 3:31	11/22/11 18:04
> Bug	MAHOUT-399	LDA on Mahout 0.3 does not converge to correct solution for overlapping pyramids toy problem.	Jake Mannix	Michael Lazarus	Major	Patch Available	Unresolved	5/24/10 17:17	12/2/11 22:32

--------------------------------------------
Grant Ingersoll
http://www.lucidimagination.com