code: def binary_config():
      return {
          "name": "binary_feature",
          "type": "binary",
      }
  
file_path: ludwig/tests/ludwig/features/test_binary_feature.py
imports: from typing import Dict
  import pytest
  import torch
  from ludwig.constants import ENCODER, ENCODER_OUTPUT
  from ludwig.features.binary_feature import BinaryInputFeature, BinaryOutputFeature
  from ludwig.schema.features.binary_feature import BinaryInputFeatureConfig, BinaryOutputFeatureConfig
  from ludwig.schema.utils import load_config_with_kwargs
  from ludwig.utils.torch_utils import get_torch_device
label_desc: Use image node_id 1 for calling a global function with example usage: binary_config() and returns: dict