Re: [scikit-learn] Sampling capabilities and uncertainty quantification

2017-06-15 Thread Gael Varoquaux
We don't do sampling in scikit-learn. Sampling is a set of techniques in it's all. I would advice you to have a look at PyMC. Cheers, Gaƫl On Thu, Jun 15, 2017 at 11:11:02AM +0200, roy wrote: > Hi, > >From the doc, I have not found a sampling class. > To train a gaussian process for example, It

[scikit-learn] Sampling capabilities and uncertainty quantification

2017-06-15 Thread roy
Hi, >From the doc, I have not found a sampling class. To train a gaussian process for example, It is preferable to use sampling techniques (low discrepancy sequences, uniform designs, etc.). Do you plan to do such a thing? Also, I was wondering if you were planning to add variance analysis (Sobo