cuqi.experimental.mcmc.CWMH.__init__#
- CWMH.__init__(target=None, proposal=None, scale=1, initial_point=None, **kwargs)#
Initializer for abstract base class for samplers that use a proposal distribution.
Any subclassing samplers should simply store input parameters as part of the __init__ method.
Initialization of the sampler should be done in the _initialize method.
See
Sampler
for additional details.- Parameters:
target (cuqi.density.Density) – The target density.
proposal (cuqi.distribution.Distribution, optional) – The proposal distribution. If not specified, the default proposal is used.
scale (float, optional) – The scale parameter for the proposal distribution.
**kwargs (dict) – Additional keyword arguments passed to the
Sampler
initializer.