Data Processing
===============

.. automodule:: smltk.data_processing
    :no-members:

.. autosummary::
    :nosignatures:

    DataProcessing
    Ntk

Data Processing
---------------

.. autosummary::
    :nosignatures:

    DataProcessing.get_df
    DataProcessing.get_inference_df
    DataProcessing.transform_categories
    DataProcessing.clean_doc
    DataProcessing.tokenize_and_clean_doc
    DataProcessing.get_tokens_cleaned
    DataProcessing.get_doc_cleaned

Natural Language Tool Kit
-------------------------

.. autosummary::
    :nosignatures:

    Ntk.get_stats_vocab
    Ntk.get_words_top
    Ntk.get_vocabs_cleaned
    Ntk.get_ngrams
    Ntk.get_ngrams_features
    Ntk.get_features
    Ntk.get_features_from_docs
    Ntk.create_tuples
    Ntk.create_vocab_from_docs
    Ntk.create_vocab_from_tuples
    Ntk.create_features_from_docs
    Ntk.create_features_from_tuples
    Ntk.create_ngrams_features_from_docs
    Ntk.create_ngrams_features_from_tuples
    Ntk.create_words_map
    Ntk.create_words_cloud
    Ntk.vectorize_docs

Detailed list
-------------

.. autoclass:: DataProcessing
    :members:

.. autoclass:: Ntk
    :members: