This file explains sequence motifs, motifs and profile matrices, the EM approach, the MEME algorithm, representing motifs, the E-step: estimating Z, the M-step: estimating p, MEME enhancements to the basic EM approach, the ZOOPS model, the TCM model, Gibbs sampling, repeats, and a better background model, and motifs in periodic clusters.