This question is related to making inferences from a complex graphical model. Graph databases are used to store and query the relationship between nodes in a graph. We need an open-source graph DB API to write our own probabilistic graphical models which we want to code our own inference engine.
Anton Vrdoljak
https://www.researchgate.net/post/Is_there_a_visualization_tool_for_a_very_large_graph_15_million_nodes_and_6_millions_edges2
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Richard A. Schäfer
Hey, I'm using ArangoDB quite some time and it does a pretty good job and scales very well. However, it is a multi-model database, but it provides GraphQL to write your own query on top of the DBMS.
https://www.arangodb.com/
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