is_hsgp_kwargs_format#

pymc_marketing.mmm.tvp.is_hsgp_kwargs_format(config)[source]#

Check if a dictionary uses HSGPKwargs-style keys.

This function detects whether a configuration dictionary follows the HSGPKwargs format (with keys like eta_lam, ls_mu, ls_sigma) or the parameterize_from_data format (with keys like ls_lower, ls_upper).

Parameters:

configdict[str, Any]: Configuration dictionary to check.

Returns:

bool: True if the config contains HSGPKwargs-style keys, False otherwise.

Examples

HSGPKwargs format detection:

>>> is_hsgp_kwargs_format({"m": 200, "eta_lam": 1.0, "ls_mu": 5.0})
True

parameterize_from_data format detection:

>>> is_hsgp_kwargs_format({"ls_lower": 0.3, "ls_upper": 2.0})
False