Synerise Cleora AI Documentation

Synersie Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Cleora embeds entities in n-dimensional spherical spaces utilizing extremely fast stable, iterative random projections, which allows for unparalleled performance and scalability.

Types of data which can be embedded include for example:

  • heterogeneous undirected graphs

  • heterogeneous undirected hypergraphs

  • text and other categorical array data

  • any combination of the above

Read the whitepaper Cleora: A Simple, Strong and Scalable Graph Embedding Scheme


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