Mercurial > pylearn
changeset 1312:970082c8e9de
fix import problem
author | Frederic Bastien <nouiz@nouiz.org> |
---|---|
date | Wed, 06 Oct 2010 10:49:00 -0400 |
parents | 431d0db69499 |
children | 56278ca00b4d |
files | pylearn/formulas/activations.py |
diffstat | 1 files changed, 5 insertions(+), 3 deletions(-) [+] |
line wrap: on
line diff
--- a/pylearn/formulas/activations.py Wed Oct 06 10:39:54 2010 -0400 +++ b/pylearn/formulas/activations.py Wed Oct 06 10:49:00 2010 -0400 @@ -9,6 +9,8 @@ __contact__ = "Razvan Pascanu <r.pascanu@gmail.com>" import theano +from theano import tensor + import tags @tags.tags('activation','softsign') @@ -25,7 +27,7 @@ :return: tensor obtained after applying the softsign function """ - return input/(1.0 + T.abs_(input)) + return input/(1.0 + tensor.abs_(input)) @tags.tags('activation','softsign','abs') def abssoftsign_act(input): @@ -42,7 +44,7 @@ :return: tensor obtained by taking the absolute value of softsign of the input """ - return T.abs_(input)/(1.0 + T.abs_(input)) + return tensor.abs_(input)/(1.0 + tensor.abs_(input)) @tags.tags('activation','rectifier') @@ -83,7 +85,7 @@ :rtype: Theano variable :return: tensor obtained by applying softsign on the input """ - return theano.tensor.nnet.softplus(input) + return tensor.nnet.softplus(input) @tags.tags('activation','abs') def abs_act(input):