[scikit-learn] Long term roadmap and moonshot goals

[Andreas Mueller]

We had one done in 2013 (wow!).
I'll post the link to the internal mailing list since it could have 
identifying information.
Obviously the answers now would be quite different, just thought it 
would be interesting to look at it again.

On 7/23/19 10:28 AM, Tom Augspurger wrote:
> Pandas will be running one soon too: 
> https://github.com/pandas-dev/pandas/issues/27477
>
> It may be worth coordinating on questions so that we can compare 
> communities (or combining surveys to reduce "survey-fatigue" somehow? 
> Haven't thought through this).
>
> Tom
>
> On Tue, Jul 23, 2019 at 6:54 AM Adrin <adrin.jalali at gmail.com 
> <mailto:adrin.jalali at gmail.com>> wrote:
>
>     It may be worth doing a user survey to get a feeling of what
>     people care about, we may or may not take them into account
>     afterwards.
>
>     Here's how Dask is doing it: https://github.com/dask/dask/issues/4748
>
>     On Sun, Jul 14, 2019 at 8:44 PM Andreas Mueller <t3kcit at gmail.com
>     <mailto:t3kcit at gmail.com>> wrote:
>
>         Hi all.
>         At SciPy, Brian Granger raised a good point about their
>         planning for the
>         Jupyter Project, which is the importance of long-term goals.
>
>         I think it's great that we now have a detailed short-term roadmap
>         (https://scikit-learn.org/dev/roadmap.html).
>         Given that we now have about 6(!) full time people (Oliver,
>         Jeremy,
>         Guillaume, Nicolas, Thomas, Adrin) on scikit-learn (GO
>         TEAM!!), I think
>         it's realistic
>         to achieve most of these within a year or two. We have
>         actually made
>         some significant progress already.
>
>         I think now would be a good time to start thinking about a
>         longer-term
>         roadmap, say 3-5 years out.
>         What do we want to achieve? What are realistic goals, and what
>         are
>         moonshot goals?
>         Having a common vision and shared goals might help us with
>         funding, but
>         might also help us with prioritization and motivation.
>
>         What do you think? Do you think this is important and worth-while?
>         And what should our goals be?
>
>         Best,
>         Andy
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