Re: [scikit-learn] Bootstrapping in sklearn

2018-09-23 Thread Daniel Saxton
Thanks, Olivier. We will try adding examples to show how it can be used in conjunction with sklearn to generate confidence intervals on linear model parameters, as well as prediction intervals for other classes of models. On Thu, Sep 20, 2018, 11:55 AM Olivier Grisel wrote: > I believe it would

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-20 Thread Olivier Grisel
I believe it would fit in sklearn-contrib even if it's more for statistical inference rather than machine learning style prediction. Others might disagree. Anyways, joining efforts to improve documentation, CI, testing and so on is always a good thing for your future users. -- Olivier

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-20 Thread Daniel Saxton
Olivier, I got in touch with Constantine from the scikits-bootstrap package and he's interested in merging the two projects. If we were to get some documentation together, do you feel that there is potential for inclusion as an sklearn-contrib package? I believe we would have most of the other

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-18 Thread eamanu15
Hello! > Any help would certainly be welcome, no matter how slow. I appreciate the > interest. > That sound interest! If you need help, let me know! I would be happy to help Regards! Emmanuel ___ scikit-learn mailing list scikit-learn@python.org

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-18 Thread Daniel Saxton
J.B., Any help would certainly be welcome, no matter how slow. I appreciate the interest. Thanks, Daniel On Tue, Sep 18, 2018, 8:47 AM Brown J.B. via scikit-learn < scikit-learn@python.org> wrote: > Resampling is a very important interesting contribution which relates very > closely to my

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-18 Thread Brown J.B. via scikit-learn
Resampling is a very important interesting contribution which relates very closely to my primary research in applied ML for chemical development. I'd be very interested in contributing documentation and learning new things along the way, but I potentially would be perceived as slow because of

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-18 Thread Daniel Saxton
Great, I went ahead and contacted Constantine. Documentation was actually the next thing that I wanted to work on, so hopefully he and I can put something together. Thanks for the help. On Tue, Sep 18, 2018 at 2:42 AM Olivier Grisel wrote: > This looks like a very useful project. > > There is

Re: [scikit-learn] Bootstrapping in sklearn

2018-09-18 Thread Olivier Grisel
This looks like a very useful project. There is also scikits-bootstraps [1]. Personally I prefer the flat package namespace of resample (I am not a fan of the 'scikits' namespace package) but I still think it would be great to contact the author to know if he would be interested in joining

[scikit-learn] Bootstrapping in sklearn

2018-09-17 Thread Daniel Saxton
Hi all, As everyone knows sklearn is excellent for building predictive models, but an area where I believe there is still work to be done is in coming up with measurements for the inherent uncertainties in those models. (That there is an appetite for this is I believe evidenced by the rise in