code: def test_parameters_by_signature(instance, signature_filter, params):
      assert (
          parameters_by_signature(instance, signature_filter) == params
      )
  
imports: from hyperparameter_hunter.compat.keras_helper import get_concise_params_dict
  from hyperparameter_hunter.compat.keras_helper import get_keras_attr
  from hyperparameter_hunter.compat.keras_helper import keras_callback_to_key
  from hyperparameter_hunter.compat.keras_helper import keras_initializer_to_dict
  from hyperparameter_hunter.compat.keras_helper import parameterize_compiled_keras_model
  from hyperparameter_hunter.compat.keras_helper import parameters_by_signature
  from hyperparameter_hunter import Integer
  from pkg_resources import get_distribution
  import pytest
  from keras import initializers
  from keras import callbacks
  from keras.layers import Dense, Dropout, Embedding, Flatten, SpatialDropout1D
  from keras.losses import binary_crossentropy, mean_absolute_error
  from keras.models import Sequential
  from keras.optimizers import Adam, RMSprop
label_desc: Use image node_id 10 for calling a global function with example usage: test_parameters_by_signature(instance, signature_filter, params) without return types