Sorry for the slow reply,

On Fri, Mar 27, 2015 at 11:49:46AM -0400, hamzeh alsalhi wrote:
> I have revised my proposal to focus only on SMAC and to prioritize SMAC RF
> because it can be worked on independently GP. 

I actually believed that GP were an easier route forward.

The way I would have tackled such a project would have been:

1. Improve GPs
2. In parallel, built a Bayesian optimization example (example not
   module)
3. Use the work above to make a hyper-parameter selection object.

In addition to giving us 3, 1 and 2 would be good to have.

Cheers,

Gaël

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