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Here we describe some important concepts related to Sparti. These will help in understanding the literature of spatial partition inference.

Sparti models

There are six models in Sparti: Infinite Relational Model, Bayesian Additive Regression Trees, the Mondrian Process, the Binary Space Partitioning-Tree Process, the Rectangular Bounding Process and Scalable Deep Generative Relational Model.

provides a convenient syntax of combining these operations into a network that is called an ElfiModel, where each node represents an operation. Basically, the ElfiModel is a description of how different quantities needed in the inference are to be generated. The structure of the network is a directed acyclic graph (DAG).