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See also problog : https://dtai.cs.kuleuven.be/problog/ https://dtai.cs.kuleuven.be/problog/ ProbLog2 is our second generation engine to reason with the ProbLo
by pcarbonn 9y ago
See also problog : https://dtai.cs.kuleuven.be/problog/ https://dtai.cs.kuleuven.be/problog/
ProbLog2 is our second generation engine to reason with the ProbLog language. The current engine builds on logic programming, knowledge compilation, the distribution semantics and probabilistic, graphical models. It allows you to:
- Compute marginal probabilities of any number of ground atoms in the presence of evidence.
- Learn the parameters of the ProbLog program from partial interpretations.
-Sample from a ProbLog program.
-Solve decision theoretic problems
- antman 9y agoLooks very intuitive, and nice tutorial.
- tgehr 9y agoNice project. Does ProbLog2 support continuous probability distributions?
- YeGoblynQueenne 9y agoProblog rocks! There's one thing I've always wanted to ask though - the first verison of Problog was implemented in Prolog and distributed as a library for YAP. How come Problog2 is implemented in Python? It's a probabilistic Prolog so I'd have thought Prolog would be the natural choice for it? Especially so coming from Ku-Leuven!