rexfw.samplers package¶

Submodules¶

rexfw.samplers.rwmc module

Module contents¶

Defines the interface for compatible samplers

class rexfw.samplers.AbstractSampler(pdf, state, variable_name)[source]¶

Bases: object

last_draw_stats¶: Returns a dictionary of the form {self.variable_name: SamplerStats(…)}

sample()[source]¶: draws a sample, possibly using self.state (for MCMC)

rexfw.samplers.SampleStats¶: alias of rexfw.samplers.SamplerStats