def visualize(self):
        """ Visualize the information loss of every word.
        """
        sigma_ = self.get_sigma()
        _, ax = plt.subplots()
        im = ax.imshow([sigma_], cmap="GnBu_r")
        ax.set_xticks(range(self.s))
        ax.set_xticklabels(self.words)
        ax.set_yticks([0])
        ax.set_yticklabels([""])
        plt.colorbar(im, orientation="horizontal")
        plt.tight_layout()
        plt.show()
 Visualize the information loss of every word.
        
utils_nlp/interpreter/Interpreter.py