Keras data preprocessing utils.
tokenizer = tf.keras.preprocessing.text.Tokenizer(num_words=5000)
tokenizer.fit_on_texts(texts)
This module is a wrapper around the keras_preprocessing package.
Additional documentation can be found on the keras site