pybop.plot.samples#

Functions#

chains(result, **kwargs)

Plot posterior distributions for each chain.

posterior(result, **kwargs)

Plot the summed posterior distribution across chains.

summary_table(result)

Display summary statistics in a table.

trace(result, **kwargs)

Plot trace plots for the posterior samples.

Module Contents#

pybop.plot.samples.chains(result: pybop.samplers.base_pints_sampler.SamplingResult, **kwargs)[source]#

Plot posterior distributions for each chain.

pybop.plot.samples.posterior(result: pybop.samplers.base_pints_sampler.SamplingResult, **kwargs)[source]#

Plot the summed posterior distribution across chains.

pybop.plot.samples.summary_table(result: pybop.samplers.base_pints_sampler.SamplingResult)[source]#

Display summary statistics in a table.

pybop.plot.samples.trace(result: pybop.samplers.base_pints_sampler.SamplingResult, **kwargs)[source]#

Plot trace plots for the posterior samples.