63804d7dc6089341eca082f77e6f3d99fbf17f6d,src/spn/algorithms/Inference.py,,prod_log_likelihood,#Any#Any#Any#Any#,29

Before Change

def prod_log_likelihood(node, children, data=None, dtype=np.float64):
    llchildren = np.concatenate(children, axis=1)
    assert llchildren.dtype == dtype
    return np.sum(llchildren, axis=1).reshape(-1, 1)


def prod_likelihood(node, children, data=None, dtype=np.float64):
    llchildren = np.concatenate(children, axis=1)

After Change

def prod_log_likelihood(node, children, data=None, dtype=np.float64):
    llchildren = np.concatenate(children, axis=1)
    assert llchildren.dtype == dtype
    pll = np.sum(llchildren, axis=1).reshape(-1, 1)
    pll[np.isinf(pll)] = FMIN
    return pll


def prod_likelihood(node, children, data=None, dtype=np.float64):
    llchildren = np.concatenate(children, axis=1)

Instances