Source code for rexfw.convenience.statistics

'''
Some functions creating default statistics elements
'''


[docs]def create_default_MCMC_averages(replica_names, variable_name='x'):
    
    from rexfw.statistics.averages import MCMCAcceptanceRateAverage
    
    mcmc_pacc_avgs = [MCMCAcceptanceRateAverage(replica_name, variable_name)
                      for replica_name in replica_names]

    return mcmc_pacc_avgs




[docs]def create_default_RE_averages(replica_names):

    from rexfw.statistics.averages import REAcceptanceRateAverage
    
    re_pacc_avgs = [REAcceptanceRateAverage(replica_names[i], replica_names[i+1]) 
                    for i in range(len(replica_names) - 1)]
    
    return re_pacc_avgs



[docs]def create_default_works(replica_names):

    from rexfw.statistics.logged_quantities import REWorks

    works = [REWorks(replica_names[i], replica_names[i+1])
             for i in range(len(replica_names) - 1)]

    return works



[docs]def create_default_heats(replica_names):

    from rexfw.statistics.logged_quantities import REHeats

    heats = [REHeats(replica_names[i], replica_names[i+1])
             for i in range(len(replica_names) - 1)]

    return heats



[docs]def create_default_stepsizes(replica_names, variable_name='x'):

    from rexfw.statistics.logged_quantities import SamplerStepsize

    stepsizes = [SamplerStepsize(replica_name, variable_name)
                 for replica_name in replica_names]

    return stepsizes