: It scans the source code to ensure the density is continuous and differentiable across the entire parameter space.
You can implement this in Python (e.g., as a CLI or library function). hmc checker
An HMC checker, or hepatic malfunction checker, typically involves a set of blood tests designed to evaluate the liver's condition and its functionality. These tests can detect liver diseases, monitor the progression of liver conditions, and assess the effectiveness of treatments. : It scans the source code to ensure
The is a specialized static analysis tool designed to ensure that probabilistic programs meet the rigorous mathematical requirements for HMC-based inference. By verifying program properties before execution, it helps researchers and developers avoid common pitfalls in Bayesian computation. Why an HMC Checker is Necessary These tests can detect liver diseases, monitor the
import arviz as az import numpy as np
return results