class_docstr: API for creating and training a text classification model.
class_docstr_tok: ["API","for","creating","and","training","a","text","classification","model","."]
code: def __init__(
      self, model_spec: Any, label_names: Sequence[str], shuffle: bool
  ):
      super().__init__(
          model_spec=model_spec,
          label_names=label_names,
          shuffle=shuffle,
      )
      self._model_spec = model_spec
      self._text_preprocessor: preprocessor.TextClassifierPreprocessor = (
          None
      )
  
imports: import abc
  import os
  import tempfile
  from typing import Any, Optional, Sequence, Tuple
  import tensorflow
  from tensorflow_addons import optimizers
  import tensorflow_hub
  from mediapipe.model_maker.python.core.data import dataset
  from mediapipe.model_maker.python.core.tasks import classifier
  from mediapipe.model_maker.python.core.utils import hub_loader
  from mediapipe.model_maker.python.core.utils import loss_functions
  from mediapipe.model_maker.python.core.utils import metrics
  from mediapipe.model_maker.python.core.utils import model_util
  from mediapipe.model_maker.python.core.utils import quantization
  from mediapipe.model_maker.python.text.text_classifier import bert_tokenizer
  from mediapipe.model_maker.python.text.text_classifier import dataset
  from mediapipe.model_maker.python.text.text_classifier import hyperparameters
  from mediapipe.model_maker.python.text.text_classifier import model_options
  from mediapipe.model_maker.python.text.text_classifier import model_spec
  from mediapipe.model_maker.python.text.text_classifier import model_with_tokenizer
  from mediapipe.model_maker.python.text.text_classifier import preprocessor
  from mediapipe.model_maker.python.text.text_classifier import text_classifier_options
  from mediapipe.tasks.python.metadata.metadata_writers import metadata_writer
  from mediapipe.tasks.python.metadata.metadata_writers import text_classifier
label_desc: Use image node_id 1 to create a new TextClassifier object from inherited base classes: classifier with example: obj = TextClassifier(model_spec, label_names, shuffle)