text: '''
  function to test pretrained models on the test set and show the graph
  of actual values and predictions
  '''
  import pandas as pd
  from furiosanet import test, get_layers_from_file
  
  def main():
      '''
      test models saved in the csv
      '''
      models = pd.read_csv("model-evaluation.csv", index_col=0).index.tolist()
      for model in models:
          weights_file = "weights/automated/" + model
          layers = get_layers_from_file(weights_file)
          test(weights_file, layers, show_fig=False)
  
  if __name__ == "__main__":
      main()
          
  