[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify the code snippets into categories from the provided list of categories. List of categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']"}, {'role': 'user', 'content': 'Identify to which category the provided code belongs and assign the code snippet to at least 1 but up to 5 categories based on the probabilities, ignore if the probability of the category is negligible. Strictly provide your response as a list. Avoid providing any additional information, commentary, or personal opinions.\\nPython Code:# data=np.array(data)\n# ####generating labels for the data \n# labels=[]\n# for x in new_input_file_names:\n#     if x.find("cat")>=0:\n#         labels.append(0)\n#     else:\n#         labels.append(1)\n# ###reshaping the labels\n# a=np.array(labels)\n# labels=a.reshape(14000,1)'}, {'role': 'assistant', 'content': "['helper_functions']"}]