You can use an alternative optimizer like Stochastic Gradient Descent (SGD) or RMSprop as a temporary workaround. For example, you can use keras.optimizers.SGD() or keras.optimizers.RMSprop() with the desired learning rate. This allows you to continue your work while investigating and resolving the 'adam' attribute error.