default_sampler_config

abstract property RegressionModelBuilder.default_sampler_config: dict

Return a class default sampler configuration dictionary.

For model builder if no sampler_config is provided on class initialization Useful for understanding structure of required sampler_config to allow its customization by users

Returns:

sampler_configdict

A set of default settings for used by model in fit process.

Examples

@classmethod
def default_sampler_config(self):
    Return {
        'draws': 1_000,
        'tune': 1_000,
        'chains': 1,
        'target_accept': 0.95,
    }