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
- Graph Creation
- Hypergraph expansion methods
- Running configuration
- Use cases examples
- Why worth use Synerise Cleora?