Natural language processing .. autoclass:: numpy_ml.preprocessing.nlp.BytePairEncoder :members: :undoc-members: :inherited-members: .. autoclass:: numpy_ml.preprocessing.nlp.HuffmanEncoder :members: :undoc-members: :inherited-members: .. autoclass:: numpy_ml.preprocessing.nlp.TFIDFEncoder :members: :undoc-members: :inherited-members: .. autoclass:: numpy_ml.preprocessing.nlp.Vocabulary :members: :undoc-members: :inherited-members: .. autoclass:: numpy_ml.preprocessing.nlp.Token :members: :undoc-members: :inherited-members: .. autofunction:: numpy_ml.preprocessing.nlp.ngrams .. autofunction:: numpy_ml.preprocessing.nlp.remove_stop_words .. autofunction:: numpy_ml.preprocessing.nlp.strip_punctuation .. autofunction:: numpy_ml.preprocessing.nlp.tokenize_words .. autofunction:: numpy_ml.preprocessing.nlp.tokenize_whitespace .. autofunction:: numpy_ml.preprocessing.nlp.tokenize_chars .. autofunction:: numpy_ml.preprocessing.nlp.tokenize_bytes_raw .. autofunction:: numpy_ml.preprocessing.nlp.bytes_to_chars