Building a sparse autoencoder is just as same as building a regular autoencoder, except that we use a sparse regularizer in the encoder and decoder, so instead of looking at the whole code in the following sections, we will only look at the parts related to implementing the sparse regularizer; the complete code with an explanation is available on GitHub.