py21cmmc.cosmoHammer.HDFStorage.get_trials#

HDFStorage.get_trials(**kwargs)[source]#

Get the stored chain of trials.

Note these do not corresond to the chain, but instead correspond to the trialled parameters. Check the accepted property to check if each trial was accepted.

Parameters:

**kwargs

flat (Optional[bool]): Flatten the chain across the ensemble.

(default: False)

thin (Optional[int]): Take only every thin steps from the

chain. (default: 1)

discard (Optional[int]): Discard the first discard steps in

the chain as burn-in. (default: 0)

Returns:

array[…, nwalkers, ndim] – The MCMC samples.