Plots learning rate in jupyter notebook or console, depending on the enviroment of the learner.

def plot_lr(self):
        '''Plots learning rate in jupyter notebook or console, depending on the enviroment of the learner.'''
        if not in_ipynb():
            plt.switch_backend('agg')
        if self.record_mom:
            fig, axs = plt.subplots(1,2,figsize=(12,4))
            for i in range(0,2): axs[i].set_xlabel('iterations')
            axs[0].set_ylabel('learning rate')
            axs[1].set_ylabel('momentum')
            axs[0].plot(self.iterations,self.lrs)
            axs[1].plot(self.iterations,self.momentums)   
        else:
            plt.xlabel("iterations")
            plt.ylabel("learning rate")
            plt.plot(self.iterations, self.lrs)
        if not in_ipynb():
            plt.savefig(os.path.join(self.save_path, 'lr_plot.png'))