Re: [scikit-learn] Fw: Your confirmation is required to join the scikit-learn mailing list

2025-04-22 Thread Randy Ellis via scikit-learn
Confirmed! *Randall J. Ellis, PhD* Postdoc, Patel Lab Department of Biomedical Informatics Harvard Medical School randalljellis.github.io 10 Shattuck St, Boston, MA 02115 On Tue, Apr 22, 2025 at 7:56 PM Rms Danaraj via scikit-learn < scikit-learn@python.org> wrote: > > > On Tue, Apr 22, 2025 at

[scikit-learn] Highly cited paper - causal random forests

2019-05-24 Thread Randy Ellis
Would this be difficult for a moderate user to implement in sklearn by modifying the existing code base? Estimation and Inference of Heterogeneous Treatment Effects using Random Forests 342 citations in less than a year (Google Scholar): https://amstat.tandfonline.com/doi/full/10.1080/01621459.20

Re: [scikit-learn] Trained model repository?

2018-06-08 Thread Randy Ellis
Not sure if sklearn has one, but Tensorflow has Tensorhub https://www.tensorflow.org/hub/ On Fri, Jun 8, 2018 at 7:32 AM, Francois Dion wrote: > Does anybody know of a repo or site that has scikit-learn pre-trained > models / pipelines? > > There are specific projects that might include a model

Re: [scikit-learn] NearestNeighbors without replacement

2018-04-03 Thread Randy Ellis
cost matrix) and much more computing cost (n^3 instead of > n^2) than a standard nearest-neighbor. > > Gaël > > On Mon, Apr 02, 2018 at 01:47:51PM -0400, Randy Ellis wrote: > > Hi Jake, > > > Thanks for the reply. Yes, trying this out resulted from looking for > ways in

Re: [scikit-learn] NearestNeighbors without replacement

2018-04-03 Thread Randy Ellis
cost (n^3 instead of > n^2) than a standard nearest-neighbor. > > Gaël > > On Mon, Apr 02, 2018 at 01:47:51PM -0400, Randy Ellis wrote: > > Hi Jake, > > > Thanks for the reply. Yes, trying this out resulted from looking for > ways in > > python to implement

Re: [scikit-learn] NearestNeighbors without replacement

2018-04-02 Thread Randy Ellis
e optimal pairing, but only that > you can find a reasonable set of pairs, it will probably work out fine. >Jake > > Jake VanderPlas > Senior Data Science Fellow > Director of Open Software > University of Washington eScience Institute > > On Mon, Apr 2, 201

Re: [scikit-learn] NearestNeighbors without replacement

2018-04-02 Thread Randy Ellis
cement), the hope is that enough controls are matched to many different cases so that each case ends up being matched to 20 unique controls. Does this method make sense?? Best, Randy On Sun, Apr 1, 2018 at 10:13 PM, Jacob Vanderplas wrote: > On Sun, Apr 1, 2018 at 6:36 PM, Randy Ellis >

[scikit-learn] NearestNeighbors without replacement

2018-04-01 Thread Randy Ellis
Hello to the Scikit-learn community! I am doing case-control matching for an electronic health records study. My question is, is it possible to run Sklearn's NearestNeighbors function without replacement? As in, match the treated group to the untreated group without re-using any of the untreated g