skills/pymc/scripts/model_comparison.py

• compare_models · function · L32-L135 — def compare_models(models_dict: Dict[str, Any], ic='loo', verbose=True)
• check_loo_reliability · function · L138-L210 — def check_loo_reliability(models_dict: Dict[str, Any], threshold=0.7, verbose=True)
• plot_model_comparison · function · L213-L247 — def plot_model_comparison(comparison, output_path=None, show=True)
• model_averaging · function · L250-L310 — def model_averaging(models_dict: Dict[str, Any], weights=None, var_name='y_obs', ic='loo')
• cross_validation_comparison · function · L313-L377 — def cross_validation_comparison(models_dict: Dict[str, Any], k=10, verbose=True)