Mayur Naik edited this page Apr 19, 2017 · 22 revisions

There are many related languages and tools developed in recent years.

Languages

Tools

Other related work

Note from Molham Aref (TODO):

MLN implemented with IP solver and MLN implemented with partitioning

I'm sending you the link to two of the projects I mentioned. The first is to RockIt, an MLN system where MAP inference is implemented via integer programming (https://code.google.com/p/rockit/) and the second is a link to a paper that describes how MLN's can be partitioned into smaller problems that where grounding and inference can be parallelized (https://people.mpi-inf.mpg.de/~rgemulla/publications/beedkar13pmln.pdf)

Here is one more based in IP: https://code.google.com/p/thebeast/

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