Hi,
Just to double-check: is anyone else from the team planning to attend NIPS?
Either way, I'll plan to take the lead on submitting a proposal and
representing us during for the workshop.
I'd appreciate some help brainstorming ideas about algorithms & datasets
that will best highlight the strengths of the package. I started a wiki
page, please edit and add your ideas:
https://github.com/jakevdp/NIPS2013_sklearn/wiki/Brainstorming-what-to-present-at-NIPS-2013
Jake
On Wed, Aug 28, 2013 at 11:59 PM, Eustache DIEMERT <eusta...@diemert.fr>wrote:
> Great !
>
> Maybe we can also cite all the stuff around algorithms : feature
> extraction / pipelines / cross-validation etc which add great value to the
> toolbox from a practical standpoint.
>
> Also maybe mention the feature hashing / out-of-core learning stuff we
> have as it's trendy stuff nowadays I believe.
>
>
> 2013/8/29 Jacob Vanderplas <jake...@cs.washington.edu>
>
>> I decided to jump in and make a start on a one-page abstract:
>>
>> https://github.com/jakevdp/NIPS2013_sklearn/blob/master/abstract.md
>>
>>
>> On Wed, Aug 28, 2013 at 4:57 AM, Nelle Varoquaux <
>> nelle.varoqu...@gmail.com> wrote:
>>
>>>
>>>
>>>
>>> On 28 August 2013 13:54, Mathieu Blondel <math...@mblondel.org> wrote:
>>>
>>>> What purpose will the paper serve? We have already one paper presenting
>>>> the scikit and another one describing its API design in details. So I'm a
>>>> bit concerned that this paper wouldn't add much value and would confuse our
>>>> readers. Can't we submit just a presentation? This workshop will be a great
>>>> opportunity to present scikit-learn to those who don't already know it and
>>>> to receive feedback from others.
>>>>
>>>
>>> There's no proceedings for NIPS workshop, so it's only an abstract.
>>>
>>>
>>>>
>>>> Cheers,
>>>> Mathieu
>>>>
>>>> On Wed, Aug 28, 2013 at 8:35 PM, Nelle Varoquaux <
>>>> nelle.varoqu...@gmail.com> wrote:
>>>>
>>>>> Sorry about the late reply.
>>>>>
>>>>> Any news on this? What do you have in mind Nelle? Something like a
>>>>>> general presentation of the package or rather a focus on some
>>>>>> specifics of scikit-learn?
>>>>>>
>>>>>
>>>>> If I recall correctly, the last paper was focused on technical choices
>>>>> that helped making scikit-learn an efficient, yet easy to use package. In
>>>>> this one, maybe we can focus on what makes scikit-learn a good toolbox for
>>>>> scientist in terms of features. I think we have had some nice additions
>>>>> since the last paper: the killer features I think scikit-learn has
>>>>> compared
>>>>> to other packages is 1) online algorithms 2) support for sparse matrices
>>>>> (it seems to me that a lot of people don't even the existence of sparse
>>>>> arrays, at least amongst my colleagues) 3) multilabel and multiclass.
>>>>> Also,
>>>>> there has been some nice additions of specific algorithms (I'm personnally
>>>>> very excited about the biclustering, which I haven't had time to test
>>>>> yet),
>>>>> and major improvements of "old" algorithms (random forest).
>>>>>
>>>>> I expect python to be one of the most widely used language of this
>>>>> workshop. Fernando Perez is giving the keynote.
>>>>>
>>>>>
>>>>>> The format is quite short (1 page abstract) so this may be quite fast
>>>>>> to wrap up. In any case, this might be a nice opportunity for further
>>>>>> promotion of the project.
>>>>>>
>>>>>
>>>>> We can maybe set up a git repository to write the paper. I don't think
>>>>> it needs to be private.
>>>>>
>>>>> Also, I have no experience at all in submitting papers to NIPS or NIPS
>>>>> workshop, so I don't know how it is best to proceed.
>>>>>
>>>>> Cheers,
>>>>> N
>>>>>
>>>>>
>>>>>>
>>>>>> Gilles
>>>>>>
>>>>>> On 22 August 2013 16:26, Gilles Louppe <g.lou...@gmail.com> wrote:
>>>>>> > Hi,
>>>>>> >
>>>>>> > It is more than likely that I will be there this year - given the
>>>>>> > reviews of our paper, I would be surprised if it was rejected.
>>>>>> >
>>>>>> > What sort of talk would you have in mind Nelle?
>>>>>> >
>>>>>> > Gilles
>>>>>> >
>>>>>> > On 22 August 2013 16:13, Jacob Vanderplas <
>>>>>> jake...@cs.washington.edu> wrote:
>>>>>> >> Nelle,
>>>>>> >> That's a great idea! I hadn't been planning on attending, but
>>>>>> because NIPS
>>>>>> >> is so close to me this year I think I may be able to make it if
>>>>>> there were a
>>>>>> >> compelling reason to be there. Is anybody else from the core team
>>>>>> planning
>>>>>> >> to be there? Any thoughts on what sort of talk/presentation to
>>>>>> submit
>>>>>> >> regarding sklearn?
>>>>>> >> Jake
>>>>>> >>
>>>>>> >>
>>>>>> >> On Thu, Aug 22, 2013 at 12:40 AM, Gael Varoquaux
>>>>>> >> <gael.varoqu...@normalesup.org> wrote:
>>>>>> >>>
>>>>>> >>> On Thu, Aug 22, 2013 at 09:32:13AM +0200, Nelle Varoquaux wrote:
>>>>>> >>> > workshop, but it is IMO a major machine learning toolkit,
>>>>>> and we
>>>>>> >>> > should
>>>>>> >>> > not hesitate to resubmit something.
>>>>>> >>>
>>>>>> >>> One of the questions is: who will be there? I might, or might not
>>>>>> be
>>>>>> >>> at NIPS this year (depending on whether our paper get through,
>>>>>> and on
>>>>>> >>> whether I find the time to fly there).
>>>>>> >>>
>>>>>> >>> G
>>>>>> >>>
>>>>>> >>>
>>>>>> >>>
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