[scikit-learn] Reddit thread with complaints about scikit-learn

[Andreas Mueller]

I agree with most of their points and have tried to prioritize some (and 
I think you were the victim of me trying to address some of these ;).
The question about structuring the estimators is really something 
tricky. Maybe it's worth putting it on the roadmap to discuss this at 
some point?

Generally I thought it would be too much a hassle but the inconsistency 
is kind of annoying (having a class per loss or per regularizer or per 
solver sometimes).



On 2/19/19 5:56 AM, Nicolas Hug wrote:
> Hi everyone,
>
> I stumbled upon this reddit thread [1] where people point out what 
> they dislike about the scikit-learn API. It's mostly about the lack of 
> consistency for linear models. Just thought it'd be interesting to 
> have some external critics.
>
> Best,
>
> Nicolas
>
>
> [1] 
> https://www.reddit.com/r/MachineLearning/comments/aryjif/d_alternatives_to_scikitlearn/
>
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