Mercurial > pylearn
diff algorithms/logistic_regression.py @ 472:69c800af1370
changed weight initialization for logistic regression
| author | James Bergstra <bergstrj@iro.umontreal.ca> |
|---|---|
| date | Thu, 23 Oct 2008 13:26:42 -0400 |
| parents | bd937e845bbb |
| children | 31acd42b2b0b |
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--- a/algorithms/logistic_regression.py Thu Oct 23 13:26:11 2008 -0400 +++ b/algorithms/logistic_regression.py Thu Oct 23 13:26:42 2008 -0400 @@ -10,11 +10,11 @@ class Module_Nclass(module.FancyModule): class __instance_type__(module.FancyModuleInstance): - def initialize(self, n_in, n_out, rng=N.random): + def initialize(self, n_in, n_out): #self.component is the LogisticRegressionTemplate instance that built this guy. - self.w = rng.randn(n_in, n_out) - self.b = rng.randn(n_out) + self.w = N.zeros((n_in, n_out)) + self.b = N.zeros(n_out) self.lr = 0.01 self.__hide__ = ['params']