Hey Heiko!

I have sent the draft to NumFOCUS. Please have a look.

Thank You

On Tue, Mar 20, 2018 at 3:57 PM, Heiko Strathmann <
[email protected]> wrote:

> Nevermind, the earlier the better so we can give you feedback!
>
> 2018-03-20 10:11 GMT+00:00 Akash Shivram <[email protected]>:
>
>> Yes sure.
>>
>> It is incomplete yet, with a lot to add.
>> I hope that should not bother.
>> I will be uploading it by today.
>>
>> Thank you
>>
>> On Tue 20 Mar, 2018, 3:37 PM Heiko Strathmann, <
>> [email protected]> wrote:
>>
>>> I see, sure!
>>>
>>> Let me comment further in the proposal draft. Could you make sure to
>>> send it soon? Then we can give feedback!
>>>
>>> Thanks!
>>> H
>>>
>>> 2018-03-20 8:05 GMT+00:00 Akash Shivram <[email protected]>:
>>>
>>>> Hi Heiko
>>>> Thanks for replying!
>>>>
>>>> By the "headings being followed by the pilcrow sign" I mean this :
>>>>
>>>>
>>>> ​It is a part of the <a> tag with href with value "#example" (e.g. in
>>>> this case). Well, this is because of reStructuredText. It just adds
>>>> implicit hyper-link target referencing to the section title itself.
>>>>
>>>> I was going though Read-the-Docs for finding better ways to document
>>>> hosting. I thought this could help putting all the cookbooks, examples,
>>>> other docs in one place. The current API is better in displaying example
>>>> code snippets for all the languages. I think cookbooks' templates are good
>>>> for displaying code snippets as it does at present.
>>>>
>>>> Could you elaborate more on what you suggest need to be done for
>>>> "integrating all existing sources of documentation into a single one:
>>>> cookbooks, API, parameter docs should all use the same content in order to
>>>> improve maintainability."
>>>>
>>>> I see most of cookbooks have the links to intra-doc pages, some don't
>>>> so I can fix that.
>>>>
>>>> Regarding the proposal:
>>>> The project is divided into tasks (llke basic API design, exception
>>>> handling, API examples, parameters), I am confused how to set the time-line
>>>> for these, as these are different and somewhat independent. How do you
>>>> suggest I should structure the timeline ?
>>>>
>>>> Is there anything more that could be added to the project ?
>>>>
>>>> Thank you
>>>>
>>>> On Mon, Mar 19, 2018 at 6:05 PM, Heiko Strathmann <
>>>> [email protected]> wrote:
>>>>
>>>>> Hi Akash
>>>>>
>>>>> welcome!
>>>>>
>>>>> See below for my comments
>>>>>
>>>>>
>>>>> 2018-03-18 21:19 GMT+00:00 Akash Shivram <[email protected]>:
>>>>>
>>>>>> Hey there!
>>>>>>
>>>>>> I am S Akash (GitHub url : syashakash) and I want to do the project
>>>>>> mentioned in the subject in GSoC this year.
>>>>>>
>>>>>> I have gone through the wiki page and also the notes linked.
>>>>>>
>>>>>> I agree that refactoring the methods and naming them as per the
>>>>>> current convention is needed as now most libraries have these methods 
>>>>>> like
>>>>>> "fit" and "transform". This would make familiarization easier.
>>>>>>
>>>>> Absolutely. Keep in mind this is a quite minor change. Takes maybe a
>>>>> day or two.
>>>>>
>>>>>>
>>>>>> Does introducing new exceptions means removing ShogunException and
>>>>>> using the new ones instead, or all are going to inherit ShogunException ?
>>>>>>
>>>>> We would specialize ShogunException to more useful cases that inform
>>>>> the user of what he did wrong.
>>>>>
>>>>>
>>>>>>
>>>>>> The headings in the cookbook currently are followed by a pilcrow
>>>>>> symbol. I see that it is an anchor tag that links to nowhere. I think 
>>>>>> this
>>>>>> should be removed as it serves no purpose other than scrolling up.
>>>>>>
>>>>> No sure what you mean here.
>>>>>
>>>>>
>>>>>
>>>>>>
>>>>>> I am currently going through the documentation of Read-the-docs.
>>>>>> <https://docs.readthedocs.io/en/latest/getting_started.html> I am
>>>>>> unsure as to whether this would be fruitful but my intention is to see
>>>>>> whether there can be a plug-in to render the reStructuredText files as 
>>>>>> doc
>>>>>> or not or any other way. As we now want an integration of the cookbooks 
>>>>>> and
>>>>>> examples. Read-the-docs is compatible with Sphinx.
>>>>>>
>>>>>
>>>>> What exactly do you want to do here? Can you explain?
>>>>>
>>>>>
>>>>>>
>>>>>> I also had one suggestion, and this has been ever since I started to
>>>>>> get familiar with Shogun, whenever there is a reference to another 
>>>>>> feature
>>>>>> or method in a cookbook example, there is no link to the example being
>>>>>> referred. Take for the cookbook for Bray Curtis Distance
>>>>>> <http://shogun.ml/examples/latest/examples/distance/braycurtis.html>
>>>>>>   Manhattan Distance is mentioned but not linked to the cookbook for
>>>>>> Manhattan Distance. Many documentations do this like sklearn, etc. This 
>>>>>> is
>>>>>> a wide change but just needs minor code updates in all the necessary 
>>>>>> files.
>>>>>> If this sounds reasonable I would like to send a PR on this.
>>>>>>
>>>>>
>>>>> I think we CAN link cookbooks to each other. See e.g.
>>>>> http://shogun.ml/examples/latest/examples/evaluation/
>>>>> cross_validation_mkl_weights_storage.html
>>>>>
>>>>> But it would be of course better if this happened by automagically.
>>>>>
>>>>>
>>>>>>
>>>>>> I am writing my proposal with all use-cases and stories as asked in
>>>>>> the wiki and would submit a draft as soon as possible for review.
>>>>>>
>>>>>
>>>>> Great, looking forward to seeing your proposal
>>>>>
>>>>>
>>>>>>
>>>>>> Thank you for your patience.
>>>>>> Akash S
>>>>>>
>>>>>
>>>>>
>>>>
>>>
>

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