Re: [openstack-dev] [machine learning] Question: Why there is no serious project for machine learning ?

2017-01-17 Thread 严超 
Thank you Eran. This is a rather interesting replay.
Thank you very much.

于2017年1月16日周一 下午6:07写道：

> > Not sure what you mean by serious.
> >
> > Maybe you could have a look at Meteos[1]. It is a young project but
> surely
> > focuses on machine learning.
> >
> > [1]: https://wiki.openstack.org/wiki/Meteos
> Another avenue is to use Storlets for either the learn or prediction
> phase where the data resides in Swift.
> We are currently adding IPython integration [1] that makes it very
> easy to deploy and invoke Storlets from IPython (a data scientists
> beloved tool :-), plus [2] is an initial working towards leveraging
> Storlets for machine learning.
>
> In few more words: Storlets [3] allow to run a serverless computation
> inside Swift nodes, where the computation is done inside a Docker
> container. This basically means that you can write a piece of code (in
> either Python or Java) upload that code to Swift (as if it was a data
> object) and then invoke the uploaded code (called storlet) on your
> data (much like AWS Lambda). The nice thing is that the Docker image
> where the storlet is executed can be tailored by the admin, and as to
> make sure it has, e.g. scikit-learn installed. With such a Docker
> image you can write a storlet that would use the sickit-learn
> algorithms on swift objects.
>
>
> [1] https://review.openstack.org/#/c/416089/
> [2] https://github.com/eranr/mlstorlets
> [3] http://storlets.readthedocs.io/en/latest/
>
>
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Re: [openstack-dev] [machine learning] Question: Why there is no serious project for machine learning ?

2017-01-16 Thread eran 

Not sure what you mean by serious.

Maybe you could have a look at Meteos[1]. It is a young project but surely
focuses on machine learning.

[1]: https://wiki.openstack.org/wiki/Meteos
Another avenue is to use Storlets for either the learn or prediction  
phase where the data resides in Swift.
We are currently adding IPython integration [1] that makes it very  
easy to deploy and invoke Storlets from IPython (a data scientists  
beloved tool :-), plus [2] is an initial working towards leveraging  
Storlets for machine learning.


In few more words: Storlets [3] allow to run a serverless computation  
inside Swift nodes, where the computation is done inside a Docker  
container. This basically means that you can write a piece of code (in  
either Python or Java) upload that code to Swift (as if it was a data  
object) and then invoke the uploaded code (called storlet) on your  
data (much like AWS Lambda). The nice thing is that the Docker image  
where the storlet is executed can be tailored by the admin, and as to  
make sure it has, e.g. scikit-learn installed. With such a Docker  
image you can write a storlet that would use the sickit-learn  
algorithms on swift objects.



[1] https://review.openstack.org/#/c/416089/
[2] https://github.com/eranr/mlstorlets
[3] http://storlets.readthedocs.io/en/latest/


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Re: [openstack-dev] [machine learning] Question: Why there is no serious project for machine learning ?

2017-01-13 Thread Yujun Zhang 
Not sure what you mean by serious.

Maybe you could have a look at Meteos[1]. It is a young project but surely
focuses on machine learning.

[1]: https://wiki.openstack.org/wiki/Meteos

On Fri, Jan 13, 2017 at 3:57 PM 严超  wrote:

> Hi, all,
> I'm wondering if there is a serious project for machine learning in
> Openstack ? For us to easily build a model in industrial operational level.
>
> Thanks,
> Andy Yan
>
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Re: [openstack-dev] [machine learning] Question: Why there is no serious project for machine learning ?

2017-01-13 Thread joehuang 
What do you mean " serious project " ?

Best Regards
Chaoyi Huang (joehuang)

From: 严超 [yanchao...@gmail.com]
Sent: 13 January 2017 15:53
To: OpenStack Development Mailing List (not for usage questions)
Subject: [openstack-dev] [machine learning] Question: Why there is no serious 
project for machine learning ?

Hi, all,
I'm wondering if there is a serious project for machine learning in Openstack ? 
For us to easily build a model in industrial operational level.

Thanks,
Andy Yan

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[openstack-dev] [machine learning] Question: Why there is no serious project for machine learning ?

2017-01-12 Thread 严超 
Hi, all,
I'm wondering if there is a serious project for machine learning in
Openstack ? For us to easily build a model in industrial operational level.

Thanks,
Andy Yan
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