Ian Czekala

Ok, great. The dimensionality augmentation and reductions make the whole design of the emulator more complicated than it needs to be. But yes, at the end of the day it's...

Hi @gully, thanks for compiling this list, this is very helpful! Perhaps we can use this as a thread to collect various sources of documentation, for eventual incorporation into the...

As we talked about in person, I think this sounds great :)

This is very exciting! I have been monitoring the progress over at https://github.com/gully/Starfish/tree/mix_model_omega2 (and #CS19 in general), and it seems as though you all have made significant progress in implementing...

I don't know about closing this just yet. While the GP framework in PSOAP is certainly complementary to Starfish, it is purely data driven, meaning it never touches physical models...

This is a great strategy. In particular, I think the local kernels are something that benefit from being API-friendly, since I think every user is going to want to instantiate...

I'm all for new implementations of the sampling procedure, especially if they can be done in a modular fashion. I'm a little unclear on how breaking the additional parameters (i.e.,...

I'm happy that we're at a stage where we can start removing some of my "durty hacks" :neckbeard: :blush: This may be a bit more dangerous than what you suggested,...

:+1: this looks _excellent_ I'm still wondering about how to fix the parameters. @dfm points out that unimportant nuisance parameters [hurts your sampling efficiency](http://hoggresearch.blogspot.tw/2016/07/abc-is-hard-cannon-with-missing-labels.html), so while I suppose a narrow...

Here is a possible implementation of methods to sample with fixed parameters: https://github.com/iancze/PSOAP/blob/master/psoap/utils.py