hyperas icon indicating copy to clipboard operation
hyperas copied to clipboard

True loss and true variance

Open danil-z opened this issue 8 years ago • 1 comments

Hi ,

Thanks for great library!

Could you support minimize function based true_loss and true_loss_variance ?

https://github.com/hyperopt/hyperopt/wiki/FMin

I mean if model returns dictionary containing these keys , then it's probably better select model based on generalization loss ?!

danil-z avatar May 30 '17 17:05 danil-z

hyperopt does this for you implicitly when you pass these extra parameters, would be in this line:

https://github.com/maxpumperla/hyperas/blob/master/hyperas/optim.py#L73

to use this in hyperas, just pass them here:

https://github.com/maxpumperla/hyperas/blob/master/examples/simple.py#L65

maxpumperla avatar Jun 11 '17 14:06 maxpumperla