Method free_energy

unsupervised_class2/rbm.py:89–90

(self, V)

            plt.show()

    def free_energy(self, V):
        return  -V.dot(self.b) - T.sum(T.log(1 + T.exp(V.dot(self.W) + self.c)), axis=1)

    def sample_h_given_v(self, V):
        p_h_given_v = T.nnet.sigmoid(V.dot(self.W) + self.c)