metrics.py 文件源码

def entropy(y_pred):
    # Clip predictions to avoid numerical instability
    y_pred = T.clip(y_pred, _EPSILON, 1.0 - _EPSILON)

    ent = - T.sum(y_pred * T.log(y_pred), axis=1)

    return ent.mean()