ABC samplersΒΆ
Pints provides a number of samplers for Approximate Bayesian
Computation (ABC), all implementing the ABCSampler
interface, that can be used to sample from a stochastic model
given a LogPrior
and a ErrorMeasure
.
- ABC sampler base class
ABCSampler
ABCController
ABCController.log_filename()
ABCController.max_iterations()
ABCController.n_samples()
ABCController.parallel()
ABCController.run()
ABCController.sampler()
ABCController.set_log_interval()
ABCController.set_log_to_file()
ABCController.set_log_to_screen()
ABCController.set_max_iterations()
ABCController.set_n_samples()
ABCController.set_parallel()
- ABC-SMC sampler
- Rejection ABC sampler