Re: [Scikit-learn-general] Gaussian process predict method issue

2016-01-05 Thread Gilles Louppe
Hi, Before going further, what version of scikit-learn are you using? We did a major update of the GP code in 0.18-dev. Best, Gilles On 6 January 2016 at 05:01, Zafer Leylek wrote: > Just going over the scikit GaussianProcess code and comparing the results > with a simple 1D example using Rasmu

[Scikit-learn-general] Gaussian process predict method issue

2016-01-05 Thread Zafer Leylek
Just going over the scikit GaussianProcess code and comparing the results with a simple 1D example using Rasmussen as a reference. Results are not matching and I traced the source to the mean equation in scikit. Scikit states the mean eqn to be: y_mean = f(X)^T beta + r(X)^T gamma but as far a

Re: [Scikit-learn-general] interrupted dataset download — implement redownload?

2016-01-05 Thread Toasted Corn Flakes
Done, see PR #6112. > On 04 Jan 2016, at 19:25, Andreas Mueller wrote: > > Yeah, having a continuation of the download or retry would be nice, I > think. PR welcome. > > On 12/31/2015 05:58 AM, Toasted Corn Flakes wrote: >> Currently, if you interrupt check_fetch_lfw() (which downloads about 2

Re: [Scikit-learn-general] Dropping Python 2.6 compatibility

2016-01-05 Thread Matthew Brett
On Mon, Jan 4, 2016 at 9:41 PM, Andreas Mueller wrote: > > > On 01/04/2016 03:31 PM, Joel Nothman wrote: >> FWIW: features that I have had to remove include format strings with >> implicit arg numbers, set literals, dict comprehensions, perhaps >> ordered dicts / counters. We are already clandesti