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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