tfp.experimental.mcmc.KernelOutputs

Facade around outputs of step_kernel.

tfp.experimental.mcmc.KernelOutputs(
    kernel, state, results
)

Processes results and extracts useful data for analysis and further sampling.

Args
kernel	The TransitionKernel which generated the outputs.
state	The final chain state as returned by step_kernel.
results	The final kernel results as returned by step_kernel.

Methods

get_diagnostics

View source

get_diagnostics()

Generate diagnostics on the outputs.

realized_acceptance_rate

View source

realized_acceptance_rate()

Return realized acceptance rate of the samples.