Re: [Scikit-learn-general] GaussianProcess 'nugget'

2012-02-01 Thread Gael Varoquaux
On Tue, Jan 31, 2012 at 12:44:58PM -0800, Jacob VanderPlas wrote: > I've been working on applying Gaussian Processes to noisy input data. > The scikit-learn docs are not especially helpful on this topic, :$ Agreed. > Would it make more sense to rename "nugget" to "training_variance" or > someth

Re: [Scikit-learn-general] GaussianProcess 'nugget'

2012-01-31 Thread Robert Kern
On Tue, Jan 31, 2012 at 20:44, Jacob VanderPlas wrote: > Hello, > I've been working on applying Gaussian Processes to noisy input data. > The scikit-learn docs are not especially helpful on this topic, but > after reading through some of the references and scanning the code, I > found that the key

[Scikit-learn-general] GaussianProcess 'nugget'

2012-01-31 Thread Jacob VanderPlas
Hello, I've been working on applying Gaussian Processes to noisy input data. The scikit-learn docs are not especially helpful on this topic, but after reading through some of the references and scanning the code, I found that the keyword 'nugget' in the initializer of GaussianProcess does esse