tensorflow_probability/python/distributions/dirichlet.py
def _maybe_assert_valid_concentration(self, concentration, validate_args):
    """Checks the validity of the concentration parameter."""
    if not validate_args:
      return concentration
    return distribution_util.with_dependencies([
        assert_util.assert_positive(
            concentration, message="Concentration parameter must be positive."),
        assert_util.assert_rank_at_least(
            concentration,
            1,
            message="Concentration parameter must have >=1 dimensions."),
        assert_util.assert_less(
            1,
            tf.shape(input=concentration)[-1],
            message="Concentration parameter must have event_size >= 2."),
    ], concentration)
def _maybe_assert_valid_concentration(self, concentration, validate_args):
    """Checks the validity of the concentration parameter."""
    if not validate_args:
      return concentration
    return distribution_util.with_dependencies([
        assert_util.assert_positive(
            concentration, message="Concentration parameter must be positive."),
        assert_util.assert_rank_at_least(
            concentration,
            1,
            message="Concentration parameter must have >=1 dimensions."),
        assert_util.assert_less(
            1,
            tf.shape(input=concentration)[-1],
            message="Concentration parameter must have event_size >= 2."),
    ], concentration)
def _maybe_assert_valid_concentration ( self , concentration , validate_args ) : if not validate_args : return concentration return distribution_util . with_dependencies ( [ assert_util . assert_positive ( concentration , message = "Concentration parameter must be positive." ) , assert_util . assert_rank_at_least ( concentration , 1 , message = "Concentration parameter must have >=1 dimensions." ) , assert_util . assert_less ( 1 , tf . shape ( input = concentration ) [ - 1 ] , message = "Concentration parameter must have event_size >= 2." ) , ] , concentration )
Checks the validity of the concentration parameter.
Checks the validity of the concentration parameter .