[scikit-learn] Long term roadmap and moonshot goals

Adrin adrin.jalali at gmail.com
Tue Jul 23 07:51:43 EDT 2019

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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