API Reference

Modules:

• config – Pebl’s configuration system
  • Specifying Parameters
    • Example parameter definitions
  • Parameter Types
  • Validator Factories
  • Using Parameters

• cpd – Conditional probability distributions

• data – Pebl Dataset
  • Configuration Parameters
  • Dataset class
  • Functions
  • Variable and sample annotations
  • Exceptions

• discretizer – Discretization algorithms

• evaluator – Network evaluators
  • LocalscoreCache
  • SmartNetworkEvaluator
  • Network Evaluators for use with Missing Values
    • Configuration Parameters
    • MissingDataNetworkEvaluator
  • Factory Functions

• learner.exhaustive – Exhaustive learners
  • Configuration Parameters
  • ListLearner Class

• learner.greedy – Greedy learner
  • Configuration Parameters
  • GreedyLearner Class

• learner.simanneal – Simulated annealing learner
  • Configuration Parameters
  • SimulatedAnnealingLearner Class

• network – Directed Acyclic Graphs
  • Edges
  • Network
  • Factory functions

• posterior – Posterior distribution

• prior – Prior models

• result – Learner results
  • Configuration Parameters
  • Learner Result
  • Functions

• taskcontroller.multiprocess – Multiprocess task controller
  • Configuration Parameters
  • MultiProcessController Class

• taskcontroller.serial – Serial task controller

• taskcontroller.xgrid – Xgrid task controller
  • Configuration Parameters
  • XgridTaskController Related Classes

• taskcontroller.ipy1 – IPython1 task controller
  • Configuration Parameters
  • IPython1 Classes

• taskcontroller.ec2 – Amazon EC2 task controller
  • Configuration Parameters
  • EC2 Classes