API Reference

This reference gives details about the API of modules, classes and functions included in pyLFI.

pylfi.inferences: Inference schemes

Approximate Bayesian Computation

inferences.ABCBase	Base class for Approximate Bayesian Computation algorithms.
inferences.RejABC	Class implementing the rejection ABC algorithm.
inferences.MCMCABC	Class implementing the MCMC ABC algorithm.

pylfi.priors: Prior distributions

priors.Prior

Initialize a prior.

pylfi.utils: Utility functions

utils.check_and_set_jobs	Check and set passed number of jobs.
utils.distribute_workload	Distribute workload between workers.
utils.generate_seed_sequence	Process a user-provided seed and convert it into initial states for parallel pool workers.
utils.advance_PRNG_state	Advance the underlying PRNG as-if delta draws have occurred.

pylfi.journal: Journal class

journal.Journal

Journal class.

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pylfi.inferences.ABCBase