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Posted to dev@mahout.apache.org by Thejas Prasad <th...@gmail.com> on 2014/09/25 18:35:11 UTC
Interested in developing for mahout
Hello all,
I am interested in developing for mahout. As I am new to it, (well I made a basic recommendation engine with Hadoop a while back) what is the best way to get statues and what are areas I can start developing on?
Thanks a bunch,
Thejas
Sent from my iPhone
Re: Interested in developing for mahout
Posted by Aamir Khan <9a...@gmail.com>.
Ted,
I checked out the streaming k-means and standard k-means.
Can you tell more specifically and details about the requirements.
-Aamir
On Tue, Sep 30, 2014 at 2:28 AM, Ted Dunning <te...@gmail.com> wrote:
> Aamir,
>
> There would be a substantial interest in clustering, especially the
> adaptation of our existing streaming k-means and standard k-means to the
> new math system in Scala. Part of doing that would require some extension
> of the framework to include a reduce operation.
>
>
> On Sun, Sep 28, 2014 at 1:15 PM, Aamir Khan <9a...@gmail.com> wrote:
>
> > Hi,
> >
> > I am also new to Apache and Mahout. This thread caught my attention.
> > Can you tell what are the areas where development is required.
> > Is there any work on *Clustering*?
> > Any guidance on how to start and useful links are highly appreciated.
> >
> > Many thanks,
> >
> >
> > On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> > wrote:
> >
> > > Thejas,
> > >
> > > What were your impressions?
> > >
> > > Which parts of the system match your background and capabilities?
> > >
> > >
> > >
> > > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > > wrote:
> > >
> > > > Hey suneel,
> > > >
> > > > I finished reading the paper. What's next?
> > > >
> > > > Sent from my iPhone
> > > >
> > > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> > wrote:
> > > > >
> > > > > See this for a start
> > > > >
> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > > >
> > > > >
> > > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
> thejchess@gmail.com
> > >
> > > > wrote:
> > > > >>
> > > > >> what exactly in the scala math library?
> > > > >>
> > > > >>
> > > > >>
> > > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
> ted.dunning@gmail.com
> > >
> > > > >> wrote:
> > > > >>
> > > > >>> Got it!
> > > > >>>
> > > > >>> Sorry to be dense.
> > > > >>>
> > > > >>>
> > > > >>>
> > > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> > thejchess@gmail.com>
> > > > >>> wrote:
> > > > >>>
> > > > >>>> Sorry I meant to say what is the best way to get started**?
> > > > >>>>
> > > > >>>> Thanks,
> > > > >>>> Thejas
> > > > >>>> Sent from my iPhone
> > > > >>>>
> > > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
> ted.dunning@gmail.com>
> > > > >>> wrote:
> > > > >>>>>
> > > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > > thejchess@gmail.com
> > > > >>>
> > > > >>>> wrote:
> > > > >>>>>>
> > > > >>>>>> what is the best way to get statues
> > > > >>>>>
> > > > >>>>>
> > > > >>>>> Hmmm....
> > > > >>>>>
> > > > >>>>> I am totally confused. You must have meant something here.
> > > > >>>>>
> > > > >>>>> Regarding your next question, the place to start work is on the
> > > scala
> > > > >>>> math
> > > > >>>>> library.
> > > > >>
> > > >
> > >
> >
>
Re: Interested in developing for mahout
Posted by Ted Dunning <te...@gmail.com>.
Aamir,
There would be a substantial interest in clustering, especially the
adaptation of our existing streaming k-means and standard k-means to the
new math system in Scala. Part of doing that would require some extension
of the framework to include a reduce operation.
On Sun, Sep 28, 2014 at 1:15 PM, Aamir Khan <9a...@gmail.com> wrote:
> Hi,
>
> I am also new to Apache and Mahout. This thread caught my attention.
> Can you tell what are the areas where development is required.
> Is there any work on *Clustering*?
> Any guidance on how to start and useful links are highly appreciated.
>
> Many thanks,
>
>
> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> wrote:
>
> > Thejas,
> >
> > What were your impressions?
> >
> > Which parts of the system match your background and capabilities?
> >
> >
> >
> > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > wrote:
> >
> > > Hey suneel,
> > >
> > > I finished reading the paper. What's next?
> > >
> > > Sent from my iPhone
> > >
> > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> wrote:
> > > >
> > > > See this for a start
> > > > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > >
> > > >
> > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <thejchess@gmail.com
> >
> > > wrote:
> > > >>
> > > >> what exactly in the scala math library?
> > > >>
> > > >>
> > > >>
> > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <ted.dunning@gmail.com
> >
> > > >> wrote:
> > > >>
> > > >>> Got it!
> > > >>>
> > > >>> Sorry to be dense.
> > > >>>
> > > >>>
> > > >>>
> > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> thejchess@gmail.com>
> > > >>> wrote:
> > > >>>
> > > >>>> Sorry I meant to say what is the best way to get started**?
> > > >>>>
> > > >>>> Thanks,
> > > >>>> Thejas
> > > >>>> Sent from my iPhone
> > > >>>>
> > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> > > >>> wrote:
> > > >>>>>
> > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > thejchess@gmail.com
> > > >>>
> > > >>>> wrote:
> > > >>>>>>
> > > >>>>>> what is the best way to get statues
> > > >>>>>
> > > >>>>>
> > > >>>>> Hmmm....
> > > >>>>>
> > > >>>>> I am totally confused. You must have meant something here.
> > > >>>>>
> > > >>>>> Regarding your next question, the place to start work is on the
> > scala
> > > >>>> math
> > > >>>>> library.
> > > >>
> > >
> >
>
Re: Interested in developing for mahout
Posted by thejas prasad <th...@gmail.com>.
Pat & Ted,
I was thinking of building an example/ tutorial for
https://mahout.apache.org/users/recommender/intro-cooccurrence-spark.html.
Would that be an overkill? Note this would be a scala example.. And also
should I create a Jira for this?
Thanks again for all the support!
Thejas
On Wed, Oct 1, 2014 at 4:26 PM, Pat Ferrel <pa...@occamsmachete.com> wrote:
> If you are talking about the Scala Mahout+Solr recommender here are some
> docs for the drivers:
> https://mahout.apache.org/users/recommender/intro-cooccurrence-spark.html
> There is some description of integration but not nearly enough.
>
> The scaladocs can be built locally by running the following in all of the
> scala subprojects:
>
> mvn scala:doc
>
> Docs will be put in target/site/scaladocs for each subproject.
>
> A tutorial would be fantastic.
>
>
> On Sep 29, 2014, at 4:36 PM, Thejas Prasad <th...@gmail.com> wrote:
>
> Ted,
> Thanks for the tip! I shall start with writing a tutorial!
>
> -Thejas
>
> Sent from my iPhone
>
> > On Sep 29, 2014, at 3:56 PM, Ted Dunning <te...@gmail.com> wrote:
> >
> > Thejas,
> >
> > A good starter task would be to gather the discussions about the new
> > recommendation system in Scala and write up a tutorial for using it.
> >
> > Writing new bindings in the math section requires a bit of advanced
> > knowledge of Scala and an ability to read some subtle code. Probably not
> > the best starting point.
> >
> >
> >
> >> On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com>
> wrote:
> >>
> >> Hey Ted,
> >>
> >> It seemed interesting. I was looking at Jira and also Git and It seemed
> as
> >> though some scala bindings where already implemented.. Am I correct?
> >>
> >> I wanted to take up a task that is trivial since I am new to scala and
> >> even mahout.
> >>
> >> With that said I would be interested in writing more matlab bindings.
> >>
> >> Does that sound okay?
> >>
> >> -Thejas
> >>
> >>
> >>>> On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
> >>> wrote:
> >>> Hi,
> >>>
> >>> I am also new to Apache and Mahout. This thread caught my attention.
> >>> Can you tell what are the areas where development is required.
> >>> Is there any work on *Clustering*?
> >>> Any guidance on how to start and useful links are highly appreciated.
> >>>
> >>> Many thanks,
> >>>
> >>>
> >>>> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> >>> wrote:
> >>>
> >>>> Thejas,
> >>>>
> >>>> What were your impressions?
> >>>>
> >>>> Which parts of the system match your background and capabilities?
> >>>>
> >>>>
> >>>>
> >>>> On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> >>>> wrote:
> >>>>
> >>>>> Hey suneel,
> >>>>>
> >>>>> I finished reading the paper. What's next?
> >>>>>
> >>>>> Sent from my iPhone
> >>>>>
> >>>>>> On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> >> wrote:
> >>>>>>
> >>>>>> See this for a start
> >> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> >>>>>>
> >>>>>>
> >>>>>>> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
> >> thejchess@gmail.com>
> >>>>> wrote:
> >>>>>>>
> >>>>>>> what exactly in the scala math library?
> >>>>>>>
> >>>>>>>
> >>>>>>>
> >>>>>>> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
> >> ted.dunning@gmail.com>
> >>>>>>> wrote:
> >>>>>>>
> >>>>>>>> Got it!
> >>>>>>>>
> >>>>>>>> Sorry to be dense.
> >>>>>>>>
> >>>>>>>>
> >>>>>>>>
> >>>>>>>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> >> thejchess@gmail.com>
> >>>>>>>> wrote:
> >>>>>>>>
> >>>>>>>>> Sorry I meant to say what is the best way to get started**?
> >>>>>>>>>
> >>>>>>>>> Thanks,
> >>>>>>>>> Thejas
> >>>>>>>>> Sent from my iPhone
> >>>>>>>>>
> >>>>>>>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
> >> ted.dunning@gmail.com>
> >>>>>>>> wrote:
> >>>>>>>>>>
> >>>>>>>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> >>>> thejchess@gmail.com
> >>>>>>>>
> >>>>>>>>> wrote:
> >>>>>>>>>>>
> >>>>>>>>>>> what is the best way to get statues
> >>>>>>>>>>
> >>>>>>>>>>
> >>>>>>>>>> Hmmm....
> >>>>>>>>>>
> >>>>>>>>>> I am totally confused. You must have meant something here.
> >>>>>>>>>>
> >>>>>>>>>> Regarding your next question, the place to start work is on the
> >>>> scala
> >>>>>>>>> math
> >>>>>>>>>> library.
> >>
> >>
>
>
Re: Interested in developing for mahout
Posted by Pat Ferrel <pa...@occamsmachete.com>.
If you are talking about the Scala Mahout+Solr recommender here are some docs for the drivers: https://mahout.apache.org/users/recommender/intro-cooccurrence-spark.html There is some description of integration but not nearly enough.
The scaladocs can be built locally by running the following in all of the scala subprojects:
mvn scala:doc
Docs will be put in target/site/scaladocs for each subproject.
A tutorial would be fantastic.
On Sep 29, 2014, at 4:36 PM, Thejas Prasad <th...@gmail.com> wrote:
Ted,
Thanks for the tip! I shall start with writing a tutorial!
-Thejas
Sent from my iPhone
> On Sep 29, 2014, at 3:56 PM, Ted Dunning <te...@gmail.com> wrote:
>
> Thejas,
>
> A good starter task would be to gather the discussions about the new
> recommendation system in Scala and write up a tutorial for using it.
>
> Writing new bindings in the math section requires a bit of advanced
> knowledge of Scala and an ability to read some subtle code. Probably not
> the best starting point.
>
>
>
>> On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com> wrote:
>>
>> Hey Ted,
>>
>> It seemed interesting. I was looking at Jira and also Git and It seemed as
>> though some scala bindings where already implemented.. Am I correct?
>>
>> I wanted to take up a task that is trivial since I am new to scala and
>> even mahout.
>>
>> With that said I would be interested in writing more matlab bindings.
>>
>> Does that sound okay?
>>
>> -Thejas
>>
>>
>>>> On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
>>> wrote:
>>> Hi,
>>>
>>> I am also new to Apache and Mahout. This thread caught my attention.
>>> Can you tell what are the areas where development is required.
>>> Is there any work on *Clustering*?
>>> Any guidance on how to start and useful links are highly appreciated.
>>>
>>> Many thanks,
>>>
>>>
>>>> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
>>> wrote:
>>>
>>>> Thejas,
>>>>
>>>> What were your impressions?
>>>>
>>>> Which parts of the system match your background and capabilities?
>>>>
>>>>
>>>>
>>>> On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
>>>> wrote:
>>>>
>>>>> Hey suneel,
>>>>>
>>>>> I finished reading the paper. What's next?
>>>>>
>>>>> Sent from my iPhone
>>>>>
>>>>>> On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
>> wrote:
>>>>>>
>>>>>> See this for a start
>> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
>>>>>>
>>>>>>
>>>>>>> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
>> thejchess@gmail.com>
>>>>> wrote:
>>>>>>>
>>>>>>> what exactly in the scala math library?
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
>> ted.dunning@gmail.com>
>>>>>>> wrote:
>>>>>>>
>>>>>>>> Got it!
>>>>>>>>
>>>>>>>> Sorry to be dense.
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
>> thejchess@gmail.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> Sorry I meant to say what is the best way to get started**?
>>>>>>>>>
>>>>>>>>> Thanks,
>>>>>>>>> Thejas
>>>>>>>>> Sent from my iPhone
>>>>>>>>>
>>>>>>>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
>> ted.dunning@gmail.com>
>>>>>>>> wrote:
>>>>>>>>>>
>>>>>>>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
>>>> thejchess@gmail.com
>>>>>>>>
>>>>>>>>> wrote:
>>>>>>>>>>>
>>>>>>>>>>> what is the best way to get statues
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Hmmm....
>>>>>>>>>>
>>>>>>>>>> I am totally confused. You must have meant something here.
>>>>>>>>>>
>>>>>>>>>> Regarding your next question, the place to start work is on the
>>>> scala
>>>>>>>>> math
>>>>>>>>>> library.
>>
>>
Re: Interested in developing for mahout
Posted by Thejas Prasad <th...@gmail.com>.
Ted,
Thanks for the tip! I shall start with writing a tutorial!
-Thejas
Sent from my iPhone
> On Sep 29, 2014, at 3:56 PM, Ted Dunning <te...@gmail.com> wrote:
>
> Thejas,
>
> A good starter task would be to gather the discussions about the new
> recommendation system in Scala and write up a tutorial for using it.
>
> Writing new bindings in the math section requires a bit of advanced
> knowledge of Scala and an ability to read some subtle code. Probably not
> the best starting point.
>
>
>
>> On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com> wrote:
>>
>> Hey Ted,
>>
>> It seemed interesting. I was looking at Jira and also Git and It seemed as
>> though some scala bindings where already implemented.. Am I correct?
>>
>> I wanted to take up a task that is trivial since I am new to scala and
>> even mahout.
>>
>> With that said I would be interested in writing more matlab bindings.
>>
>> Does that sound okay?
>>
>> -Thejas
>>
>>
>>>> On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
>>> wrote:
>>> Hi,
>>>
>>> I am also new to Apache and Mahout. This thread caught my attention.
>>> Can you tell what are the areas where development is required.
>>> Is there any work on *Clustering*?
>>> Any guidance on how to start and useful links are highly appreciated.
>>>
>>> Many thanks,
>>>
>>>
>>>> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
>>> wrote:
>>>
>>>> Thejas,
>>>>
>>>> What were your impressions?
>>>>
>>>> Which parts of the system match your background and capabilities?
>>>>
>>>>
>>>>
>>>> On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
>>>> wrote:
>>>>
>>>>> Hey suneel,
>>>>>
>>>>> I finished reading the paper. What's next?
>>>>>
>>>>> Sent from my iPhone
>>>>>
>>>>>> On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
>> wrote:
>>>>>>
>>>>>> See this for a start
>> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
>>>>>>
>>>>>>
>>>>>>> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
>> thejchess@gmail.com>
>>>>> wrote:
>>>>>>>
>>>>>>> what exactly in the scala math library?
>>>>>>>
>>>>>>>
>>>>>>>
>>>>>>> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
>> ted.dunning@gmail.com>
>>>>>>> wrote:
>>>>>>>
>>>>>>>> Got it!
>>>>>>>>
>>>>>>>> Sorry to be dense.
>>>>>>>>
>>>>>>>>
>>>>>>>>
>>>>>>>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
>> thejchess@gmail.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> Sorry I meant to say what is the best way to get started**?
>>>>>>>>>
>>>>>>>>> Thanks,
>>>>>>>>> Thejas
>>>>>>>>> Sent from my iPhone
>>>>>>>>>
>>>>>>>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
>> ted.dunning@gmail.com>
>>>>>>>> wrote:
>>>>>>>>>>
>>>>>>>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
>>>> thejchess@gmail.com
>>>>>>>>
>>>>>>>>> wrote:
>>>>>>>>>>>
>>>>>>>>>>> what is the best way to get statues
>>>>>>>>>>
>>>>>>>>>>
>>>>>>>>>> Hmmm....
>>>>>>>>>>
>>>>>>>>>> I am totally confused. You must have meant something here.
>>>>>>>>>>
>>>>>>>>>> Regarding your next question, the place to start work is on the
>>>> scala
>>>>>>>>> math
>>>>>>>>>> library.
>>
>>
Re: Interested in developing for mahout
Posted by Ted Dunning <te...@gmail.com>.
Thejas,
A good starter task would be to gather the discussions about the new
recommendation system in Scala and write up a tutorial for using it.
Writing new bindings in the math section requires a bit of advanced
knowledge of Scala and an ability to read some subtle code. Probably not
the best starting point.
On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com> wrote:
> Hey Ted,
>
> It seemed interesting. I was looking at Jira and also Git and It seemed as
> though some scala bindings where already implemented.. Am I correct?
>
> I wanted to take up a task that is trivial since I am new to scala and
> even mahout.
>
> With that said I would be interested in writing more matlab bindings.
>
> Does that sound okay?
>
> -Thejas
>
>
> > On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
> wrote:
> > Hi,
> >
> > I am also new to Apache and Mahout. This thread caught my attention.
> > Can you tell what are the areas where development is required.
> > Is there any work on *Clustering*?
> > Any guidance on how to start and useful links are highly appreciated.
> >
> > Many thanks,
> >
> >
> > On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> wrote:
> >
> > > Thejas,
> > >
> > > What were your impressions?
> > >
> > > Which parts of the system match your background and capabilities?
> > >
> > >
> > >
> > > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > > wrote:
> > >
> > > > Hey suneel,
> > > >
> > > > I finished reading the paper. What's next?
> > > >
> > > > Sent from my iPhone
> > > >
> > > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> wrote:
> > > > >
> > > > > See this for a start
> > > > >
> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > > >
> > > > >
> > > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
> thejchess@gmail.com>
> > > > wrote:
> > > > >>
> > > > >> what exactly in the scala math library?
> > > > >>
> > > > >>
> > > > >>
> > > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
> ted.dunning@gmail.com>
> > > > >> wrote:
> > > > >>
> > > > >>> Got it!
> > > > >>>
> > > > >>> Sorry to be dense.
> > > > >>>
> > > > >>>
> > > > >>>
> > > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> thejchess@gmail.com>
> > > > >>> wrote:
> > > > >>>
> > > > >>>> Sorry I meant to say what is the best way to get started**?
> > > > >>>>
> > > > >>>> Thanks,
> > > > >>>> Thejas
> > > > >>>> Sent from my iPhone
> > > > >>>>
> > > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
> ted.dunning@gmail.com>
> > > > >>> wrote:
> > > > >>>>>
> > > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > > thejchess@gmail.com
> > > > >>>
> > > > >>>> wrote:
> > > > >>>>>>
> > > > >>>>>> what is the best way to get statues
> > > > >>>>>
> > > > >>>>>
> > > > >>>>> Hmmm....
> > > > >>>>>
> > > > >>>>> I am totally confused. You must have meant something here.
> > > > >>>>>
> > > > >>>>> Regarding your next question, the place to start work is on the
> > > scala
> > > > >>>> math
> > > > >>>>> library.
> > > > >>
> > > >
> > >
>
>
Re: Interested in developing for mahout
Posted by thejas prasad <th...@gmail.com>.
Thanks Dimitry,
I shall look in that in a while, after I write a tutorial for the nen
recommender engine
-Thejas
On Thu, Oct 2, 2014 at 12:12 PM, Dmitriy Lyubimov <dl...@gmail.com> wrote:
> Matlab specific binding are largely abandoned in favor of common set of
> things that tends to be more R-Like stuff. the reason is that a lot of
> things (such as e.g. elementwise tensor operators) in matlab are impossible
> to implement in Scala operators, or they would have undesired precedence. R
> "base" bindings are much more desirable at this point to keep things
> consistent.
>
> However, i found that just blindly following R "base" operations design is
> often less than desirable as it often would require internal state to
> perform well in iterations (especially sampling in Monte Carlo based
> solutions). So reasonable compromise is pursued here as well -- we of
> course adopt whatever make sense but we just try to keep things immediately
> recognizable for people who dealt with R before.
>
> As it stands, the algebraic bindings are largely complete and well-rounded
> (there are small things such as e.g. `1.0 rbind Matrix` or `1.0 cbind
> Vector`, especially for in-core things, which may be filled in if desired,
> but ot awfully a lot. In-core matrix bindings are just DSL and therefore
> are fairly easy to add. Performance is the biggest issue here. Distributed
> algebra bindings IMO do not need any further additions at this point. There
> are few things to tweak in optimizer (e.g. it currently doesn't rewrite
> something like `drmA.t.mapBlock` correctly) but it is not terribly
> important to have it as opposed to having done it right.
>
> Extending on implementing R "base", there are huge gaps on stats side, such
> as multivariate distirbutions operation support. E.g. native efficient
> Inverse Wishart sampling is one example. I filled a lot of these gaps on a
> private branch but unable to contribute. So stats, natively to Colt rather
> than being bridged to some other library, are very desired and very
> fundamental aspect as well. Without those it is quite difficult or plainly
> impossible to contribute any MCMC based implementation, for example.
> Another example is to have Gaussian process and gradients, along with
> aquisition function support (aka "Bayesian optmization" areas), available.
> This is essential for hyperparameter search. Again, i have implemented that
> but that's all private as well. But at least it is all well understood.
>
> So there's a lot of principled and pretty fundamental work here to make
> this a well rounded environment. I know it may become all very useful if
> done right -- because i am already using all of it, privately. However, all
> of that math is a common knowledge that is not subject to any copyright
> claims. Any work toward the above is quite welcome.
>
>
>
> On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com>
> wrote:
>
> > Hey Ted,
> >
> > It seemed interesting. I was looking at Jira and also Git and It seemed
> as
> > though some scala bindings where already implemented.. Am I correct?
> >
> > I wanted to take up a task that is trivial since I am new to scala and
> > even mahout.
> >
> > With that said I would be interested in writing more matlab bindings.
> >
> > Does that sound okay?
> >
> > -Thejas
> >
> >
> > > On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
> > wrote:
> > > Hi,
> > >
> > > I am also new to Apache and Mahout. This thread caught my attention.
> > > Can you tell what are the areas where development is required.
> > > Is there any work on *Clustering*?
> > > Any guidance on how to start and useful links are highly appreciated.
> > >
> > > Many thanks,
> > >
> > >
> > > On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> > wrote:
> > >
> > > > Thejas,
> > > >
> > > > What were your impressions?
> > > >
> > > > Which parts of the system match your background and capabilities?
> > > >
> > > >
> > > >
> > > > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <thejchess@gmail.com
> >
> > > > wrote:
> > > >
> > > > > Hey suneel,
> > > > >
> > > > > I finished reading the paper. What's next?
> > > > >
> > > > > Sent from my iPhone
> > > > >
> > > > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> > wrote:
> > > > > >
> > > > > > See this for a start
> > > > > >
> > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > > > >
> > > > > >
> > > > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
> > thejchess@gmail.com>
> > > > > wrote:
> > > > > >>
> > > > > >> what exactly in the scala math library?
> > > > > >>
> > > > > >>
> > > > > >>
> > > > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
> > ted.dunning@gmail.com>
> > > > > >> wrote:
> > > > > >>
> > > > > >>> Got it!
> > > > > >>>
> > > > > >>> Sorry to be dense.
> > > > > >>>
> > > > > >>>
> > > > > >>>
> > > > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> > thejchess@gmail.com>
> > > > > >>> wrote:
> > > > > >>>
> > > > > >>>> Sorry I meant to say what is the best way to get started**?
> > > > > >>>>
> > > > > >>>> Thanks,
> > > > > >>>> Thejas
> > > > > >>>> Sent from my iPhone
> > > > > >>>>
> > > > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
> > ted.dunning@gmail.com>
> > > > > >>> wrote:
> > > > > >>>>>
> > > > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > > > thejchess@gmail.com
> > > > > >>>
> > > > > >>>> wrote:
> > > > > >>>>>>
> > > > > >>>>>> what is the best way to get statues
> > > > > >>>>>
> > > > > >>>>>
> > > > > >>>>> Hmmm....
> > > > > >>>>>
> > > > > >>>>> I am totally confused. You must have meant something here.
> > > > > >>>>>
> > > > > >>>>> Regarding your next question, the place to start work is on
> the
> > > > scala
> > > > > >>>> math
> > > > > >>>>> library.
> > > > > >>
> > > > >
> > > >
> >
> >
>
Re: Interested in developing for mahout
Posted by Dmitriy Lyubimov <dl...@gmail.com>.
Matlab specific binding are largely abandoned in favor of common set of
things that tends to be more R-Like stuff. the reason is that a lot of
things (such as e.g. elementwise tensor operators) in matlab are impossible
to implement in Scala operators, or they would have undesired precedence. R
"base" bindings are much more desirable at this point to keep things
consistent.
However, i found that just blindly following R "base" operations design is
often less than desirable as it often would require internal state to
perform well in iterations (especially sampling in Monte Carlo based
solutions). So reasonable compromise is pursued here as well -- we of
course adopt whatever make sense but we just try to keep things immediately
recognizable for people who dealt with R before.
As it stands, the algebraic bindings are largely complete and well-rounded
(there are small things such as e.g. `1.0 rbind Matrix` or `1.0 cbind
Vector`, especially for in-core things, which may be filled in if desired,
but ot awfully a lot. In-core matrix bindings are just DSL and therefore
are fairly easy to add. Performance is the biggest issue here. Distributed
algebra bindings IMO do not need any further additions at this point. There
are few things to tweak in optimizer (e.g. it currently doesn't rewrite
something like `drmA.t.mapBlock` correctly) but it is not terribly
important to have it as opposed to having done it right.
Extending on implementing R "base", there are huge gaps on stats side, such
as multivariate distirbutions operation support. E.g. native efficient
Inverse Wishart sampling is one example. I filled a lot of these gaps on a
private branch but unable to contribute. So stats, natively to Colt rather
than being bridged to some other library, are very desired and very
fundamental aspect as well. Without those it is quite difficult or plainly
impossible to contribute any MCMC based implementation, for example.
Another example is to have Gaussian process and gradients, along with
aquisition function support (aka "Bayesian optmization" areas), available.
This is essential for hyperparameter search. Again, i have implemented that
but that's all private as well. But at least it is all well understood.
So there's a lot of principled and pretty fundamental work here to make
this a well rounded environment. I know it may become all very useful if
done right -- because i am already using all of it, privately. However, all
of that math is a common knowledge that is not subject to any copyright
claims. Any work toward the above is quite welcome.
On Mon, Sep 29, 2014 at 11:34 AM, thejas prasad <th...@gmail.com> wrote:
> Hey Ted,
>
> It seemed interesting. I was looking at Jira and also Git and It seemed as
> though some scala bindings where already implemented.. Am I correct?
>
> I wanted to take up a task that is trivial since I am new to scala and
> even mahout.
>
> With that said I would be interested in writing more matlab bindings.
>
> Does that sound okay?
>
> -Thejas
>
>
> > On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com>
> wrote:
> > Hi,
> >
> > I am also new to Apache and Mahout. This thread caught my attention.
> > Can you tell what are the areas where development is required.
> > Is there any work on *Clustering*?
> > Any guidance on how to start and useful links are highly appreciated.
> >
> > Many thanks,
> >
> >
> > On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> wrote:
> >
> > > Thejas,
> > >
> > > What were your impressions?
> > >
> > > Which parts of the system match your background and capabilities?
> > >
> > >
> > >
> > > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > > wrote:
> > >
> > > > Hey suneel,
> > > >
> > > > I finished reading the paper. What's next?
> > > >
> > > > Sent from my iPhone
> > > >
> > > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> wrote:
> > > > >
> > > > > See this for a start
> > > > >
> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > > >
> > > > >
> > > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <
> thejchess@gmail.com>
> > > > wrote:
> > > > >>
> > > > >> what exactly in the scala math library?
> > > > >>
> > > > >>
> > > > >>
> > > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <
> ted.dunning@gmail.com>
> > > > >> wrote:
> > > > >>
> > > > >>> Got it!
> > > > >>>
> > > > >>> Sorry to be dense.
> > > > >>>
> > > > >>>
> > > > >>>
> > > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> thejchess@gmail.com>
> > > > >>> wrote:
> > > > >>>
> > > > >>>> Sorry I meant to say what is the best way to get started**?
> > > > >>>>
> > > > >>>> Thanks,
> > > > >>>> Thejas
> > > > >>>> Sent from my iPhone
> > > > >>>>
> > > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <
> ted.dunning@gmail.com>
> > > > >>> wrote:
> > > > >>>>>
> > > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > > thejchess@gmail.com
> > > > >>>
> > > > >>>> wrote:
> > > > >>>>>>
> > > > >>>>>> what is the best way to get statues
> > > > >>>>>
> > > > >>>>>
> > > > >>>>> Hmmm....
> > > > >>>>>
> > > > >>>>> I am totally confused. You must have meant something here.
> > > > >>>>>
> > > > >>>>> Regarding your next question, the place to start work is on the
> > > scala
> > > > >>>> math
> > > > >>>>> library.
> > > > >>
> > > >
> > >
>
>
Re: Interested in developing for mahout
Posted by thejas prasad <th...@gmail.com>.
Hey Ted,
It seemed interesting. I was looking at Jira and also Git and It seemed as though some scala bindings where already implemented.. Am I correct?
I wanted to take up a task that is trivial since I am new to scala and even mahout.
With that said I would be interested in writing more matlab bindings.
Does that sound okay?
-Thejas
> On Sun, Sep 28, 2014 at 3:15 PM, Aamir Khan <9a...@gmail.com> wrote:
> Hi,
>
> I am also new to Apache and Mahout. This thread caught my attention.
> Can you tell what are the areas where development is required.
> Is there any work on *Clustering*?
> Any guidance on how to start and useful links are highly appreciated.
>
> Many thanks,
>
>
> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com> wrote:
>
> > Thejas,
> >
> > What were your impressions?
> >
> > Which parts of the system match your background and capabilities?
> >
> >
> >
> > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > wrote:
> >
> > > Hey suneel,
> > >
> > > I finished reading the paper. What's next?
> > >
> > > Sent from my iPhone
> > >
> > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org> wrote:
> > > >
> > > > See this for a start
> > > > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > >
> > > >
> > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <th...@gmail.com>
> > > wrote:
> > > >>
> > > >> what exactly in the scala math library?
> > > >>
> > > >>
> > > >>
> > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com>
> > > >> wrote:
> > > >>
> > > >>> Got it!
> > > >>>
> > > >>> Sorry to be dense.
> > > >>>
> > > >>>
> > > >>>
> > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
> > > >>> wrote:
> > > >>>
> > > >>>> Sorry I meant to say what is the best way to get started**?
> > > >>>>
> > > >>>> Thanks,
> > > >>>> Thejas
> > > >>>> Sent from my iPhone
> > > >>>>
> > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> > > >>> wrote:
> > > >>>>>
> > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > thejchess@gmail.com
> > > >>>
> > > >>>> wrote:
> > > >>>>>>
> > > >>>>>> what is the best way to get statues
> > > >>>>>
> > > >>>>>
> > > >>>>> Hmmm....
> > > >>>>>
> > > >>>>> I am totally confused. You must have meant something here.
> > > >>>>>
> > > >>>>> Regarding your next question, the place to start work is on the
> > scala
> > > >>>> math
> > > >>>>> library.
> > > >>
> > >
> >
Re: Interested in developing for mahout
Posted by Dmitriy Lyubimov <dl...@gmail.com>.
Lloyd K-means iteration is possible in pure algebraic form. I published a
fragment of the code on this list at some point. I can probably do archive
search and dig it out.
Various algorithm inducing techniques are probably quasi algebraic. Which
means there will be some things that cannot be expressed in R-like algebra
and will have to be separated into an engine-specific component.
I also doubt (really a lot) the wisdom of bringing disitributed reduce to
matrices api.
First, any such attempt (such as introduction of a reduce) will be
crippling w.r.t actual engine capabilities (i.e. in Spark there are
probably couple of dozen distributed primitives beyond reduce; and reduce
in my experience is far from being the one most frequently used.) For
example, implicit ALS paradigm is not most efficient using Spark reduce (if
at all possible).
Second, when you do distributed operations, being in Matrix world (i.e.
dealing with fixed row vector type) is also very constraining. Most of the
time you actually don't want arguments of say bagel operations to be
constrained to a single vector.
Third, bringing all engine capabilities under same common denominator is
challenging at best. Either way, we end up either robbing ourselves of
engine real capabilities (per above) or emulating them which would lead to
unnatural utilization and/or low performing algorithm.
Fourth, nor it is really necessary. More likely, a huge strategy (like what
we have for DistributedEngine strategy) of doing some frequent high level
things in a particular engine -- even if they are specific to an algorithm
-- is far more pallatable way of abstracting these things (even if there's
need to go abstract at all).
There are also a lot of issues with Colt in-memory performance.
On Sun, Sep 28, 2014 at 1:15 PM, Aamir Khan <9a...@gmail.com> wrote:
> Hi,
>
> I am also new to Apache and Mahout. This thread caught my attention.
> Can you tell what are the areas where development is required.
> Is there any work on *Clustering*?
> Any guidance on how to start and useful links are highly appreciated.
>
> Many thanks,
>
>
> On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com>
> wrote:
>
> > Thejas,
> >
> > What were your impressions?
> >
> > Which parts of the system match your background and capabilities?
> >
> >
> >
> > On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> > wrote:
> >
> > > Hey suneel,
> > >
> > > I finished reading the paper. What's next?
> > >
> > > Sent from my iPhone
> > >
> > > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org>
> wrote:
> > > >
> > > > See this for a start
> > > > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > > >
> > > >
> > > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <thejchess@gmail.com
> >
> > > wrote:
> > > >>
> > > >> what exactly in the scala math library?
> > > >>
> > > >>
> > > >>
> > > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <ted.dunning@gmail.com
> >
> > > >> wrote:
> > > >>
> > > >>> Got it!
> > > >>>
> > > >>> Sorry to be dense.
> > > >>>
> > > >>>
> > > >>>
> > > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <
> thejchess@gmail.com>
> > > >>> wrote:
> > > >>>
> > > >>>> Sorry I meant to say what is the best way to get started**?
> > > >>>>
> > > >>>> Thanks,
> > > >>>> Thejas
> > > >>>> Sent from my iPhone
> > > >>>>
> > > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> > > >>> wrote:
> > > >>>>>
> > > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> > thejchess@gmail.com
> > > >>>
> > > >>>> wrote:
> > > >>>>>>
> > > >>>>>> what is the best way to get statues
> > > >>>>>
> > > >>>>>
> > > >>>>> Hmmm....
> > > >>>>>
> > > >>>>> I am totally confused. You must have meant something here.
> > > >>>>>
> > > >>>>> Regarding your next question, the place to start work is on the
> > scala
> > > >>>> math
> > > >>>>> library.
> > > >>
> > >
> >
>
Re: Interested in developing for mahout
Posted by Aamir Khan <9a...@gmail.com>.
Hi,
I am also new to Apache and Mahout. This thread caught my attention.
Can you tell what are the areas where development is required.
Is there any work on *Clustering*?
Any guidance on how to start and useful links are highly appreciated.
Many thanks,
On Mon, Sep 29, 2014 at 1:19 AM, Ted Dunning <te...@gmail.com> wrote:
> Thejas,
>
> What were your impressions?
>
> Which parts of the system match your background and capabilities?
>
>
>
> On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com>
> wrote:
>
> > Hey suneel,
> >
> > I finished reading the paper. What's next?
> >
> > Sent from my iPhone
> >
> > > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org> wrote:
> > >
> > > See this for a start
> > > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> > >
> > >
> > >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <th...@gmail.com>
> > wrote:
> > >>
> > >> what exactly in the scala math library?
> > >>
> > >>
> > >>
> > >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com>
> > >> wrote:
> > >>
> > >>> Got it!
> > >>>
> > >>> Sorry to be dense.
> > >>>
> > >>>
> > >>>
> > >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
> > >>> wrote:
> > >>>
> > >>>> Sorry I meant to say what is the best way to get started**?
> > >>>>
> > >>>> Thanks,
> > >>>> Thejas
> > >>>> Sent from my iPhone
> > >>>>
> > >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> > >>> wrote:
> > >>>>>
> > >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <
> thejchess@gmail.com
> > >>>
> > >>>> wrote:
> > >>>>>>
> > >>>>>> what is the best way to get statues
> > >>>>>
> > >>>>>
> > >>>>> Hmmm....
> > >>>>>
> > >>>>> I am totally confused. You must have meant something here.
> > >>>>>
> > >>>>> Regarding your next question, the place to start work is on the
> scala
> > >>>> math
> > >>>>> library.
> > >>
> >
>
Re: Interested in developing for mahout
Posted by Ted Dunning <te...@gmail.com>.
Thejas,
What were your impressions?
Which parts of the system match your background and capabilities?
On Sun, Sep 28, 2014 at 11:46 AM, Thejas Prasad <th...@gmail.com> wrote:
> Hey suneel,
>
> I finished reading the paper. What's next?
>
> Sent from my iPhone
>
> > On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org> wrote:
> >
> > See this for a start
> > http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
> >
> >
> >> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <th...@gmail.com>
> wrote:
> >>
> >> what exactly in the scala math library?
> >>
> >>
> >>
> >> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com>
> >> wrote:
> >>
> >>> Got it!
> >>>
> >>> Sorry to be dense.
> >>>
> >>>
> >>>
> >>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
> >>> wrote:
> >>>
> >>>> Sorry I meant to say what is the best way to get started**?
> >>>>
> >>>> Thanks,
> >>>> Thejas
> >>>> Sent from my iPhone
> >>>>
> >>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> >>> wrote:
> >>>>>
> >>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <thejchess@gmail.com
> >>>
> >>>> wrote:
> >>>>>>
> >>>>>> what is the best way to get statues
> >>>>>
> >>>>>
> >>>>> Hmmm....
> >>>>>
> >>>>> I am totally confused. You must have meant something here.
> >>>>>
> >>>>> Regarding your next question, the place to start work is on the scala
> >>>> math
> >>>>> library.
> >>
>
Re: Interested in developing for mahout
Posted by Thejas Prasad <th...@gmail.com>.
Hey suneel,
I finished reading the paper. What's next?
Sent from my iPhone
> On Sep 26, 2014, at 7:04 PM, Suneel Marthi <sm...@apache.org> wrote:
>
> See this for a start
> http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
>
>
>> On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <th...@gmail.com> wrote:
>>
>> what exactly in the scala math library?
>>
>>
>>
>> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com>
>> wrote:
>>
>>> Got it!
>>>
>>> Sorry to be dense.
>>>
>>>
>>>
>>> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
>>> wrote:
>>>
>>>> Sorry I meant to say what is the best way to get started**?
>>>>
>>>> Thanks,
>>>> Thejas
>>>> Sent from my iPhone
>>>>
>>>>> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
>>> wrote:
>>>>>
>>>>>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <thejchess@gmail.com
>>>
>>>> wrote:
>>>>>>
>>>>>> what is the best way to get statues
>>>>>
>>>>>
>>>>> Hmmm....
>>>>>
>>>>> I am totally confused. You must have meant something here.
>>>>>
>>>>> Regarding your next question, the place to start work is on the scala
>>>> math
>>>>> library.
>>
Re: Interested in developing for mahout
Posted by Suneel Marthi <sm...@apache.org>.
See this for a start
http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf
On Fri, Sep 26, 2014 at 8:02 PM, thejas prasad <th...@gmail.com> wrote:
> what exactly in the scala math library?
>
>
>
> On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com>
> wrote:
>
> > Got it!
> >
> > Sorry to be dense.
> >
> >
> >
> > On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
> > wrote:
> >
> > > Sorry I meant to say what is the best way to get started**?
> > >
> > > Thanks,
> > > Thejas
> > > Sent from my iPhone
> > >
> > > > On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> > wrote:
> > > >
> > > >> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <thejchess@gmail.com
> >
> > > wrote:
> > > >>
> > > >> what is the best way to get statues
> > > >
> > > >
> > > > Hmmm....
> > > >
> > > > I am totally confused. You must have meant something here.
> > > >
> > > > Regarding your next question, the place to start work is on the scala
> > > math
> > > > library.
> > >
> >
>
Re: Interested in developing for mahout
Posted by thejas prasad <th...@gmail.com>.
what exactly in the scala math library?
On Fri, Sep 26, 2014 at 1:00 AM, Ted Dunning <te...@gmail.com> wrote:
> Got it!
>
> Sorry to be dense.
>
>
>
> On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com>
> wrote:
>
> > Sorry I meant to say what is the best way to get started**?
> >
> > Thanks,
> > Thejas
> > Sent from my iPhone
> >
> > > On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com>
> wrote:
> > >
> > >> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <th...@gmail.com>
> > wrote:
> > >>
> > >> what is the best way to get statues
> > >
> > >
> > > Hmmm....
> > >
> > > I am totally confused. You must have meant something here.
> > >
> > > Regarding your next question, the place to start work is on the scala
> > math
> > > library.
> >
>
Re: Interested in developing for mahout
Posted by Ted Dunning <te...@gmail.com>.
Got it!
Sorry to be dense.
On Thu, Sep 25, 2014 at 4:23 PM, Thejas Prasad <th...@gmail.com> wrote:
> Sorry I meant to say what is the best way to get started**?
>
> Thanks,
> Thejas
> Sent from my iPhone
>
> > On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com> wrote:
> >
> >> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <th...@gmail.com>
> wrote:
> >>
> >> what is the best way to get statues
> >
> >
> > Hmmm....
> >
> > I am totally confused. You must have meant something here.
> >
> > Regarding your next question, the place to start work is on the scala
> math
> > library.
>
Re: Interested in developing for mahout
Posted by Thejas Prasad <th...@gmail.com>.
Sorry I meant to say what is the best way to get started**?
Thanks,
Thejas
Sent from my iPhone
> On Sep 25, 2014, at 4:28 PM, Ted Dunning <te...@gmail.com> wrote:
>
>> On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <th...@gmail.com> wrote:
>>
>> what is the best way to get statues
>
>
> Hmmm....
>
> I am totally confused. You must have meant something here.
>
> Regarding your next question, the place to start work is on the scala math
> library.
Re: Interested in developing for mahout
Posted by Ted Dunning <te...@gmail.com>.
On Thu, Sep 25, 2014 at 9:35 AM, Thejas Prasad <th...@gmail.com> wrote:
> what is the best way to get statues
Hmmm....
I am totally confused. You must have meant something here.
Regarding your next question, the place to start work is on the scala math
library.