Biolearn is a general package for applying probabilistic graphical models to biological applications. Biolearn release 1.0 is concentrated on structure learning for bayesian networks; future releases are expected to include other types of graphical models, support inference applications, and allow plug-and-play addition of new types of probability distributions, scoring functions and search algorithms.

User manual is available here.

Biolearn is freely distributed for academic use but registration is required.
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