[scikit-learn] Long term roadmap and moonshot goals

Tom Augspurger tom.augspurger88 at gmail.com
Tue Jul 23 11:28:30 EDT 2019

Pandas will be running one soon too:

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).


On Tue, Jul 23, 2019 at 6:54 AM Adrin <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> 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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