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tfp.experimental.mcmc.KernelOutputs

Facade around outputs of step_kernel.

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

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

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Generate diagnostics on the outputs.

realized_acceptance_rate

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Return realized acceptance rate of the samples.