: To confirm an outlet is genuinely HMC-certified, look for: A valid A3 Yellow sticker on the window or door.
Verification on the official HMC website or mobile app to match the outlet's details. hmc checker
ess_ratio = ess / total_samples if np.any(ess_ratio < ess_ratio_threshold): results["warnings"].append(f"Low ESS/total_samples (< {ess_ratio_threshold})") : To confirm an outlet is genuinely HMC-certified,
Validate whether an HMC sampling run has converged and is reliable, using standard diagnostics. hmc checker
import arviz as az import numpy as np
: The target log-density function must be differentiable with respect to the parameters.
Preparation for an HMC checker or liver function test may include: