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Posted to user@mahout.apache.org by Sergey Svinarchuk <ss...@hortonworks.com> on 2014/02/05 11:00:07 UTC
Mahout algorithms
Hi,
Where can I see all algorithms which include mahout 0.9 and documentation
for this algorithm?
Thanks,
Sergey!
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Re: Mahout algorithms
Posted by Sebastian Schelter <ss...@apache.org>.
That is outdated unfortunately. I will send a list of current algorithms
shortly.
--sebastian
On 02/05/2014 11:13 AM, Chameera Wijebandara wrote:
> Hi Sergey,
>
> This will help.
>
> https://cwiki.apache.org/confluence/display/MAHOUT/Algorithms
>
> Thanks,
> Chameera
>
>
> On Wed, Feb 5, 2014 at 3:30 PM, Sergey Svinarchuk <
> ssvinarchuk@hortonworks.com> wrote:
>
>> Hi,
>>
>> Where can I see all algorithms which include mahout 0.9 and documentation
>> for this algorithm?
>>
>> Thanks,
>> Sergey!
>>
>> --
>> CONFIDENTIALITY NOTICE
>> NOTICE: This message is intended for the use of the individual or entity to
>> which it is addressed and may contain information that is confidential,
>> privileged and exempt from disclosure under applicable law. If the reader
>> of this message is not the intended recipient, you are hereby notified that
>> any printing, copying, dissemination, distribution, disclosure or
>> forwarding of this communication is strictly prohibited. If you have
>> received this communication in error, please contact the sender immediately
>> and delete it from your system. Thank You.
>>
>
Re: Mahout algorithms
Posted by Sergey Svinarchuk <ss...@hortonworks.com>.
Wiki includes some algorithm which was removed from 0.9. I thought that
there is updated documentation.
Thanks,
Sergey!
On Wed, Feb 5, 2014 at 12:13 PM, Chameera Wijebandara <
chameerawijebandara@gmail.com> wrote:
> Hi Sergey,
>
> This will help.
>
> https://cwiki.apache.org/confluence/display/MAHOUT/Algorithms
>
> Thanks,
> Chameera
>
>
> On Wed, Feb 5, 2014 at 3:30 PM, Sergey Svinarchuk <
> ssvinarchuk@hortonworks.com> wrote:
>
> > Hi,
> >
> > Where can I see all algorithms which include mahout 0.9 and documentation
> > for this algorithm?
> >
> > Thanks,
> > Sergey!
> >
> > --
> > CONFIDENTIALITY NOTICE
> > NOTICE: This message is intended for the use of the individual or entity
> to
> > which it is addressed and may contain information that is confidential,
> > privileged and exempt from disclosure under applicable law. If the reader
> > of this message is not the intended recipient, you are hereby notified
> that
> > any printing, copying, dissemination, distribution, disclosure or
> > forwarding of this communication is strictly prohibited. If you have
> > received this communication in error, please contact the sender
> immediately
> > and delete it from your system. Thank You.
> >
>
--
CONFIDENTIALITY NOTICE
NOTICE: This message is intended for the use of the individual or entity to
which it is addressed and may contain information that is confidential,
privileged and exempt from disclosure under applicable law. If the reader
of this message is not the intended recipient, you are hereby notified that
any printing, copying, dissemination, distribution, disclosure or
forwarding of this communication is strictly prohibited. If you have
received this communication in error, please contact the sender immediately
and delete it from your system. Thank You.
Re: Mahout algorithms
Posted by Chameera Wijebandara <ch...@gmail.com>.
Hi Sergey,
This will help.
https://cwiki.apache.org/confluence/display/MAHOUT/Algorithms
Thanks,
Chameera
On Wed, Feb 5, 2014 at 3:30 PM, Sergey Svinarchuk <
ssvinarchuk@hortonworks.com> wrote:
> Hi,
>
> Where can I see all algorithms which include mahout 0.9 and documentation
> for this algorithm?
>
> Thanks,
> Sergey!
>
> --
> CONFIDENTIALITY NOTICE
> NOTICE: This message is intended for the use of the individual or entity to
> which it is addressed and may contain information that is confidential,
> privileged and exempt from disclosure under applicable law. If the reader
> of this message is not the intended recipient, you are hereby notified that
> any printing, copying, dissemination, distribution, disclosure or
> forwarding of this communication is strictly prohibited. If you have
> received this communication in error, please contact the sender immediately
> and delete it from your system. Thank You.
>
Re: Mahout algorithms
Posted by unmesha sreeveni <un...@gmail.com>.
ok fine .
On Wed, Feb 5, 2014 at 4:53 PM, unmesha sreeveni <un...@gmail.com>wrote:
> distrubuted mensioned runs in multi node and non - distributed runs in
> single node .Is it like that?
>
>
> On Wed, Feb 5, 2014 at 4:25 PM, Sergey Svinarchuk <
> ssvinarchuk@hortonworks.com> wrote:
>
>> Thanks, Sebastian!
>>
>>
>> On Wed, Feb 5, 2014 at 12:52 PM, Sebastian Schelter <ss...@apache.org>
>> wrote:
>>
>> > Hi Sergey,
>> >
>> > here is the list of algorithms. We're currently in the progress of
>> > reworking our wiki, that's why the documentation is unfortunately
>> incorrect
>> > at the moment. I've added a ticket for this:
>> > https://issues.apache.org/jira/browse/MAHOUT-1413
>> >
>> > Here's the current list of algorithms in Mahout 0.9
>> >
>> > Recommenders (non-distributed):
>> >
>> > - user-based collaborative filtering
>> > - item-based collaborative filtering
>> > - latent-factor models (SGD, SVD++, ALS)
>> >
>> > Recommender (distributed):
>> >
>> > - item-based collaborative filtering
>> > - latent-factor models (ALS)
>> >
>> > Classification (non-distributed):
>> >
>> > - logistic regression solved with SGD
>> > - Multilayer Perceptron
>> > - Hidden Markov Models
>> >
>> > Classification (distributed):
>> >
>> > - Naive Bayes
>> > - Random Forests
>> >
>> > Clustering (distributed)
>> >
>> > - Canopy
>> > - k-Means
>> > - streaming k-Means
>> > - fuzzy k-Means
>> > - spectral k-Means
>> >
>> > Topic Models (distributed)
>> >
>> > - Latent Dirichlet Allocation
>> >
>> > Frequent Pattern Mining (distributed)
>> >
>> > Math (distributed)
>> >
>> > - SVD using the Lanczos algorithm
>> > - Stochastic SVD
>> >
>> > Hope that helps.
>> >
>> > Best,
>> > Sebastian
>> >
>> >
>> >
>> >
>> > On 02/05/2014 11:00 AM, Sergey Svinarchuk wrote:
>> >
>> >> Hi,
>> >>
>> >> Where can I see all algorithms which include mahout 0.9 and
>> documentation
>> >> for this algorithm?
>> >>
>> >> Thanks,
>> >> Sergey!
>> >>
>> >>
>> >
>>
>> --
>> CONFIDENTIALITY NOTICE
>> NOTICE: This message is intended for the use of the individual or entity
>> to
>> which it is addressed and may contain information that is confidential,
>> privileged and exempt from disclosure under applicable law. If the reader
>> of this message is not the intended recipient, you are hereby notified
>> that
>> any printing, copying, dissemination, distribution, disclosure or
>> forwarding of this communication is strictly prohibited. If you have
>> received this communication in error, please contact the sender
>> immediately
>> and delete it from your system. Thank You.
>>
>
>
>
> --
> *Thanks & Regards*
>
> Unmesha Sreeveni U.B
> Junior Developer
>
> http://www.unmeshasreeveni.blogspot.in/
>
>
>
--
*Thanks & Regards*
Unmesha Sreeveni U.B
Junior Developer
http://www.unmeshasreeveni.blogspot.in/
Re: Mahout algorithms
Posted by unmesha sreeveni <un...@gmail.com>.
distrubuted mensioned runs in multi node and non - distributed runs in
single node .Is it like that?
On Wed, Feb 5, 2014 at 4:25 PM, Sergey Svinarchuk <
ssvinarchuk@hortonworks.com> wrote:
> Thanks, Sebastian!
>
>
> On Wed, Feb 5, 2014 at 12:52 PM, Sebastian Schelter <ss...@apache.org>
> wrote:
>
> > Hi Sergey,
> >
> > here is the list of algorithms. We're currently in the progress of
> > reworking our wiki, that's why the documentation is unfortunately
> incorrect
> > at the moment. I've added a ticket for this:
> > https://issues.apache.org/jira/browse/MAHOUT-1413
> >
> > Here's the current list of algorithms in Mahout 0.9
> >
> > Recommenders (non-distributed):
> >
> > - user-based collaborative filtering
> > - item-based collaborative filtering
> > - latent-factor models (SGD, SVD++, ALS)
> >
> > Recommender (distributed):
> >
> > - item-based collaborative filtering
> > - latent-factor models (ALS)
> >
> > Classification (non-distributed):
> >
> > - logistic regression solved with SGD
> > - Multilayer Perceptron
> > - Hidden Markov Models
> >
> > Classification (distributed):
> >
> > - Naive Bayes
> > - Random Forests
> >
> > Clustering (distributed)
> >
> > - Canopy
> > - k-Means
> > - streaming k-Means
> > - fuzzy k-Means
> > - spectral k-Means
> >
> > Topic Models (distributed)
> >
> > - Latent Dirichlet Allocation
> >
> > Frequent Pattern Mining (distributed)
> >
> > Math (distributed)
> >
> > - SVD using the Lanczos algorithm
> > - Stochastic SVD
> >
> > Hope that helps.
> >
> > Best,
> > Sebastian
> >
> >
> >
> >
> > On 02/05/2014 11:00 AM, Sergey Svinarchuk wrote:
> >
> >> Hi,
> >>
> >> Where can I see all algorithms which include mahout 0.9 and
> documentation
> >> for this algorithm?
> >>
> >> Thanks,
> >> Sergey!
> >>
> >>
> >
>
> --
> CONFIDENTIALITY NOTICE
> NOTICE: This message is intended for the use of the individual or entity to
> which it is addressed and may contain information that is confidential,
> privileged and exempt from disclosure under applicable law. If the reader
> of this message is not the intended recipient, you are hereby notified that
> any printing, copying, dissemination, distribution, disclosure or
> forwarding of this communication is strictly prohibited. If you have
> received this communication in error, please contact the sender immediately
> and delete it from your system. Thank You.
>
--
*Thanks & Regards*
Unmesha Sreeveni U.B
Junior Developer
http://www.unmeshasreeveni.blogspot.in/
Re: Mahout algorithms
Posted by Sergey Svinarchuk <ss...@hortonworks.com>.
Thanks, Sebastian!
On Wed, Feb 5, 2014 at 12:52 PM, Sebastian Schelter <ss...@apache.org> wrote:
> Hi Sergey,
>
> here is the list of algorithms. We're currently in the progress of
> reworking our wiki, that's why the documentation is unfortunately incorrect
> at the moment. I've added a ticket for this:
> https://issues.apache.org/jira/browse/MAHOUT-1413
>
> Here's the current list of algorithms in Mahout 0.9
>
> Recommenders (non-distributed):
>
> - user-based collaborative filtering
> - item-based collaborative filtering
> - latent-factor models (SGD, SVD++, ALS)
>
> Recommender (distributed):
>
> - item-based collaborative filtering
> - latent-factor models (ALS)
>
> Classification (non-distributed):
>
> - logistic regression solved with SGD
> - Multilayer Perceptron
> - Hidden Markov Models
>
> Classification (distributed):
>
> - Naive Bayes
> - Random Forests
>
> Clustering (distributed)
>
> - Canopy
> - k-Means
> - streaming k-Means
> - fuzzy k-Means
> - spectral k-Means
>
> Topic Models (distributed)
>
> - Latent Dirichlet Allocation
>
> Frequent Pattern Mining (distributed)
>
> Math (distributed)
>
> - SVD using the Lanczos algorithm
> - Stochastic SVD
>
> Hope that helps.
>
> Best,
> Sebastian
>
>
>
>
> On 02/05/2014 11:00 AM, Sergey Svinarchuk wrote:
>
>> Hi,
>>
>> Where can I see all algorithms which include mahout 0.9 and documentation
>> for this algorithm?
>>
>> Thanks,
>> Sergey!
>>
>>
>
--
CONFIDENTIALITY NOTICE
NOTICE: This message is intended for the use of the individual or entity to
which it is addressed and may contain information that is confidential,
privileged and exempt from disclosure under applicable law. If the reader
of this message is not the intended recipient, you are hereby notified that
any printing, copying, dissemination, distribution, disclosure or
forwarding of this communication is strictly prohibited. If you have
received this communication in error, please contact the sender immediately
and delete it from your system. Thank You.
Re: Mahout algorithms
Posted by Sebastian Schelter <ss...@apache.org>.
Hi Sergey,
here is the list of algorithms. We're currently in the progress of
reworking our wiki, that's why the documentation is unfortunately
incorrect at the moment. I've added a ticket for this:
https://issues.apache.org/jira/browse/MAHOUT-1413
Here's the current list of algorithms in Mahout 0.9
Recommenders (non-distributed):
- user-based collaborative filtering
- item-based collaborative filtering
- latent-factor models (SGD, SVD++, ALS)
Recommender (distributed):
- item-based collaborative filtering
- latent-factor models (ALS)
Classification (non-distributed):
- logistic regression solved with SGD
- Multilayer Perceptron
- Hidden Markov Models
Classification (distributed):
- Naive Bayes
- Random Forests
Clustering (distributed)
- Canopy
- k-Means
- streaming k-Means
- fuzzy k-Means
- spectral k-Means
Topic Models (distributed)
- Latent Dirichlet Allocation
Frequent Pattern Mining (distributed)
Math (distributed)
- SVD using the Lanczos algorithm
- Stochastic SVD
Hope that helps.
Best,
Sebastian
On 02/05/2014 11:00 AM, Sergey Svinarchuk wrote:
> Hi,
>
> Where can I see all algorithms which include mahout 0.9 and documentation
> for this algorithm?
>
> Thanks,
> Sergey!
>