About:
libDAI provides free & open source implementations of various (approximate) inference methods for graphical models with discrete variables, including Bayesian networks and Markov Random Fields.
Changes:
Release 0.3.1 fixes various bugs. The issues on 64-bit Windows platforms have been fixed and libDAI now offers full 64-bit support on all supported platforms (Linux, Mac OSX, Windows).
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- Operating System:
Cygwin,
Linux,
Macosx,
Windows
- Data Formats:
Ascii
- JMLR-MLOSS Publication:
JMLR Page
- Tags:
Approximate Inference,
Bayesian Networks,
Factor Graphs,
Generalized Belief Propagation,
Graphical Models,
Junction Tree,
Loop Corrections,
Loopy Belief Propagation,
Markov Random Fields,
Mean Field
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