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I am looking to implement statistical relational learning, preferably in a modern programming language, and came across Factorie and Figaro for Scala. But most resources online that compare these are a little outdated, since these are under active development.

How does Factorie compare against Figaro now? (and how do these compare against the C++ based Alchemy?)

Some features that I would like to seem compared on are:

  • Directed (Bayesian Logic) and Undirected (Markov Logic) graphical models
  • Inductive and deductive inference algorithms for first order logic
  • Learning algorithms
  • Support for Dynamic, time-series algorithms (for first order logical inference)
  • Support for higher order (probabilistic) logic
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