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tbnpy 0.1.0 documentation
tbnpy 0.1.0 documentation

Contents:

  • Overview
  • Repository structure
  • tbnpy
    • tbnpy package
      • tbnpy.variable
      • Custom probability models
      • tbnpy.cpt
      • tbnpy.inference
      • tbnpy.adaptiveMH
  • ABCDE example
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tbnpy documentationΒΆ

Contents:

  • Overview
    • TBNPy: Python toolkit for tensor-based Bayesian network (TBN)
    • What TBNpy is for
    • TBNpy workflows
  • Repository structure
    • Core library (tbnpy/)
    • Examples (examples/)
  • tbnpy
    • tbnpy package
  • ABCDE example
    • Model structure
    • Task
    • Step 1: defining variables and probability models
    • Step 2: evidence and scalable inference
    • Prior vs posterior distributions
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