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cbcd 0.1.0
cbcd 0.1.0

Tutorial

  • Tutorial: a first PC run

How-to

  • How-to
    • Choosing a conditional-independence test
    • Encoding background knowledge
    • Wiring a custom CI test or oracle

Reference

  • Reference
    • cbcd
      • cbcd.algorithms
        • cbcd.algorithms.cml
        • cbcd.algorithms.fci
        • cbcd.algorithms.lmarvel
        • cbcd.algorithms.marvel
        • cbcd.algorithms.pc
      • cbcd.background
      • cbcd.citest
        • cbcd.citest.cached
        • cbcd.citest.factory
        • cbcd.citest.fisherz
        • cbcd.citest.protocol
      • cbcd.collider
      • cbcd.exceptions
      • cbcd.graph
        • cbcd.graph.base
        • cbcd.graph.cpdag
        • cbcd.graph.dag
        • cbcd.graph.marks
        • cbcd.graph.pag
        • cbcd.graph.queries
      • cbcd.mb
      • cbcd.recording
      • cbcd.refinement
      • cbcd.region
      • cbcd.rules
      • cbcd.skeleton
      • cbcd.timeseries
        • cbcd.timeseries.algorithms
        • cbcd.timeseries.citest
        • cbcd.timeseries.graph
        • cbcd.timeseries.lagged
        • cbcd.timeseries.lpcmci
        • cbcd.timeseries.lpcmci_algo
        • cbcd.timeseries.lpcmci_pag
        • cbcd.timeseries.lpcmci_rules
        • cbcd.timeseries.lpcmci_sets
        • cbcd.timeseries.skeleton

Explanation

  • Explanation
    • PC theory
    • FCI theory
    • PCMCI theory
    • Composition-first design
    • CI test taxonomy
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cbcd.algorithms¶

Top-level algorithm composition.

Submodules¶

  • cbcd.algorithms.cml
  • cbcd.algorithms.fci
  • cbcd.algorithms.lmarvel
  • cbcd.algorithms.marvel
  • cbcd.algorithms.pc
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