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Regularization or Dropout

PostPosted: Mon Jun 06, 2016 2:01 pm
by Lawrence
Hi,

I am trying to cut down on the fitting in my net.

Is the ability to use a Regularization parameter (adding a term for every weight in the net) built-in somewhere?

Could you please point me at any documentation.

OR perhaps a Dropout approach is available?

Re: Regularization or Dropout

PostPosted: Mon Jun 06, 2016 5:16 pm
by andrew.kirillov
Hello,

Lawrence wrote:Could you please point me at any documentation.

Here it is.

Non of the mentioned features are implemented, since not mentioned explicitly in documentation.

Re: Regularization or Dropout

PostPosted: Tue Jun 07, 2016 8:50 am
by Lawrence
Andrew,

Thank you for documentation head.

As you have not implemented Regularization in your excellent library, do you favour an alternative approach to achieving the goal of mitigating over-fitting? If so could you point me in that direction please.