dirichlet.py 文件源码

def _mode(self):
    mode = ((self.alpha - 1.) /
            (array_ops.expand_dims(self.alpha_sum, dim=-1) -
             math_ops.cast(self.event_shape()[0], self.dtype)))
    if self.allow_nan_stats:
      nan = np.array(np.nan, dtype=self.dtype.as_numpy_dtype())
      shape = array_ops.concat(0, (self.batch_shape(), self.event_shape()))
      return math_ops.select(
          math_ops.greater(self.alpha, 1.),
          mode,
          array_ops.fill(shape, nan, name="nan"))
    else:
      return control_flow_ops.with_dependencies([
          check_ops.assert_less(
              array_ops.ones((), dtype=self.dtype), self.alpha,
              message="mode not defined for components of alpha <= 1")
      ], mode)