An implement of the sequentially-allocated latent structure optimization (SALSO) to find a partition that minimizes various loss functions. The SALSO method was presented at the workshop 'Bayesian Nonparametric Inference: Dependence Structures and their Applications' in Oaxaca, Mexico on December 6, 2017.