de7eb71909ad2ef9c92b3d08fff5e08c0d6a334f,paysage/models/hidden.py,RestrictedBoltzmannMachine,hidden_mean,#RestrictedBoltzmannMachine#Any#,132

Before Change

        return self.layers["hidden"].sample_state(field)
            
    def hidden_mean(self, visible):
        field = self.params["hidden_bias"] + numpy.dot(visible, self.params["weights"])
        return self.layers["hidden"].mean(field)
            
    def hidden_mode(self, visible):
        field = self.params["hidden_bias"] + numpy.dot(visible, self.params["weights"])

After Change

    def sample_hidden(self, visible):
        return self.layers["hidden"].sample_state(self.hidden_field(visible))
            
    def hidden_mean(self, visible):
        return self.layers["hidden"].mean(self.hidden_field(visible))
            
    def hidden_mode(self, visible):
        return self.layers["hidden"].prox(self.hidden_field(visible))

Instances