Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-29 Thread Andreas Mueller
On 10/23/2015 05:17 PM, Ouwen Huang wrote: > > Hey Andy, > > I don't think it is so bad to code. Perhaps I could do a related > projects repo first and then see if something similar can be moved in > officially? > Yeah sounds good. --

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-24 Thread Gael Varoquaux
> I don't think it is so bad to code. Perhaps I could do a related projects repo > first and then see if something similar can be moved in officially? Sounds like a good idea to me. --

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-23 Thread Ouwen Huang
Hey Andy, I don't think it is so bad to code. Perhaps I could do a related projects repo first and then see if something similar can be moved in officially? I would essentially treat missing predictor values as a response variable, and have a regression model predict missing x_1, then another mod

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-23 Thread josef.pktd
On Fri, Oct 23, 2015 at 9:44 AM, Andy wrote: > Hi Ouwen. > I think this looks interesting, and it would be good to have more > non-trivial imputation methods. > > Is anyone familiar with the method? I don't have time to go into the > details of the paper at the moment. > statsmodels had a GSOC l

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-23 Thread Andy
Hi Ouwen. I think this looks interesting, and it would be good to have more non-trivial imputation methods. Is anyone familiar with the method? I don't have time to go into the details of the paper at the moment. Adding something like this to sklearn is probably a major undertaking. It woul

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-21 Thread Ouwen Huang
I believe so. It was published in 2011, has 931 citations, and is a pretty principal imputation technique. Ouwen On Wed, Oct 21, 2015, 11:17 AM Gael Varoquaux wrote: > Does it match the standard requirements for inclusion: > > http://scikit-learn.org/stable/faq.html#can-i-add-this-new-algorithm

Re: [Scikit-learn-general] MICE Imputation for SciKit Learn

2015-10-21 Thread Gael Varoquaux
Does it match the standard requirements for inclusion: http://scikit-learn.org/stable/faq.html#can-i-add-this-new-algorithm-that-i-or-someone-else-just-published Gaƫl On Wed, Oct 21, 2015 at 03:13:27PM +, Ouwen Huang wrote: > Hello all, > MICE is a recent imputation method that is supported