original_docstring: Serializes the hyperparameters into JSON.
  
          Args:
            indent: If a non-negative integer, JSON array elements and object members
              will be pretty-printed with that indent level. An indent level of 0, or
              negative, will only insert newlines. `None` (the default) selects the
              most compact representation.
            separators: Optional `(item_separator, key_separator)` tuple. Default is
              `(', ', ': ')`.
            sort_keys: If `True`, the output dictionaries will be sorted by key.
  
          Returns:
            A JSON string.
          
docstring: Serializes the hyperparameters into JSON.
docstring_tokens: Serializes the hyperparameters into JSON .
code: def to_json(self, indent=None, separators=None, sort_keys=False):
          """Serializes the hyperparameters into JSON.
  
          Args:
            indent: If a non-negative integer, JSON array elements and object members
              will be pretty-printed with that indent level. An indent level of 0, or
              negative, will only insert newlines. `None` (the default) selects the
              most compact representation.
            separators: Optional `(item_separator, key_separator)` tuple. Default is
              `(', ', ': ')`.
            sort_keys: If `True`, the output dictionaries will be sorted by key.
  
          Returns:
            A JSON string.
          """
          def remove_callables(x):
              """Omit callable elements from input with arbitrary nesting."""
              if isinstance(x, dict):
                  return {k: remove_callables(v) for k, v in six.iteritems(x)
                          if not callable(v)}
              elif isinstance(x, list):
                  return [remove_callables(i) for i in x if not callable(i)]
              return x
          return json.dumps(
              remove_callables(self.values()),
              indent=indent,
              separators=separators,
              sort_keys=sort_keys)
code_tokens: def to_json ( self , indent = None , separators = None , sort_keys = False ) : def remove_callables ( x ) : """Omit callable elements from input with arbitrary nesting.""" if isinstance ( x , dict ) : return { k : remove_callables ( v ) for k , v in six . iteritems ( x ) if not callable ( v ) } elif isinstance ( x , list ) : return [ remove_callables ( i ) for i in x if not callable ( i ) ] return x return json . dumps ( remove_callables ( self . values ( ) ) , indent = indent , separators = separators , sort_keys = sort_keys )
short_docstring: Serializes the hyperparameters into JSON.
short_docstring_tokens: Serializes the hyperparameters into JSON .
comment: """Serializes the hyperparameters into JSON.
  
          Args:
            indent: If a non-negative integer, JSON array elements and object members
              will be pretty-printed with that indent level. An indent level of 0, or
              negative, will only insert newlines. `None` (the default) selects the
              most compact representation.
            separators: Optional `(item_separator, key_separator)` tuple. Default is
              `(', ', ': ')`.
            sort_keys: If `True`, the output dictionaries will be sorted by key.
  
          Returns:
            A JSON string.
          """$SEP$"""Omit callable elements from input with arbitrary nesting."""