MCABC

class MCABC(simulator, prior, distance='l2', requires_iid_data=None, distance_kwargs=None, num_workers=1, simulation_batch_size=1, distance_batch_size=-1, show_progress_bars=True)

Bases: ABCBASE

Monte-Carlo Approximate Bayesian Computation (Rejection ABC).

Parameters:

• simulator (Callable)

• prior (Distribution)

• distance (str | Callable)

• requires_iid_data (bool | None)

• distance_kwargs (Dict | None)

• num_workers (int)

• simulation_batch_size (int)

• distance_batch_size (int)

• show_progress_bars (bool)