de7eb71909ad2ef9c92b3d08fff5e08c0d6a334f,paysage/models/hidden.py,RestrictedBoltzmannMachine,visible_mode,#RestrictedBoltzmannMachine#Any#,148

Before Change

        return self.layers["visible"].mean(field)
            
    def visible_mode(self, hidden):
        field = self.params["visible_bias"] + numpy.dot(hidden, self.params["weights"].T)
        return self.layers["visible"].prox(field)
        
    def joint_energy(self, visible, hidden):
        energy = -numpy.dot(visible, self.params["visible_bias"]) - numpy.dot(hidden, self.params["hidden_bias"])

After Change

        return self.layers["visible"].mean(self.visible_field(hidden))
            
    def visible_mode(self, hidden):
        return self.layers["visible"].prox(self.visible_field(hidden))
        
    def joint_energy(self, visible, hidden):
        energy = -numpy.dot(visible, self.params["visible_bias"]) - numpy.dot(hidden, self.params["hidden_bias"])

Instances