pybop.problems.log_pdf#

Classes#

LogPDF

A problem that evaluates the log of an (unnormalised) probability density function.

LogPosterior

The log of the proportional posterior, defined as the sum of the log-likelihood and

Module Contents#

class pybop.problems.log_pdf.LogPDF(simulator: pybop.simulators.base_simulator.BaseSimulator, cost: pybop.costs.log_likelihoods.LogLikelihood)[source]#

Bases: pybop.problems.problem.Problem

A problem that evaluates the log of an (unnormalised) probability density function.

class pybop.problems.log_pdf.LogPosterior(simulator: pybop.simulators.base_simulator.BaseSimulator, cost: pybop.costs.log_likelihoods.LogLikelihood)[source]#

Bases: LogPDF

The log of the proportional posterior, defined as the sum of the log-likelihood and the log-prior.

_cost#
log_likelihood#
log_prior#