Module Import alias Import alias Assign NameStore Call AttributeLoad NameLoad attr Call AttributeLoad Str attr Call AttributeLoad NameLoad attr AttributeLoad NameLoad attr FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Str If NameLoad body Return Call AttributeLoad NameLoad attr Str Call AttributeLoad NameLoad attr orelse Return Call AttributeLoad Call AttributeLoad NameLoad attr attr AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam defaults NameLoad body Expr Str Return Call NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr attr keyword NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults Str body Expr Str Return Call AttributeLoad NameLoad attr ListComp NameLoad comprehension TupleStore NameStore NameStore NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults TupleLoad Str Str Str Str body Expr Str Assign NameStore ListLoad For TupleStore NameStore NameStore NameLoad body Assign NameStore NameLoad For NameStore NameLoad body If Call AttributeLoad NameLoad attr NameLoad body Assign NameStore NameLoad Break If NameLoad body Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Str Return Call NameLoad NameLoad Str decorator_list
N/A N/A re N/A string N/A PUNCTUATION_REGEX N/A N/A re compile N/A N/A [{0}] format N/A N/A re escape N/A string punctuation strip_punc N/A N/A s all N/A False N/A N/A Removes punctuation from a string.

    :param s: The string.
    :param all: Remove all punctuation. If False, only removes punctuation from
        the ends of the string.
     N/A all N/A N/A N/A N/A PUNCTUATION_REGEX sub N/A N/A s strip N/A N/A N/A N/A N/A N/A s strip strip N/A string punctuation N/A lowerstrip N/A N/A s all N/A False N/A N/A Makes text all lowercase and strips punctuation and whitespace.

    :param s: The string.
    :param all: Remove all punctuation. If False, only removes punctuation from
        the ends of the string.
     N/A N/A strip_punc N/A N/A N/A N/A s lower strip all all N/A tree2str N/A N/A tree concat N/A N/A N/A Convert a nltk.tree.Tree to a string.

    For example:
        (NP a/DT beautiful/JJ new/JJ dashboard/NN) -> "a beautiful dashboard"
     N/A N/A N/A concat join N/A word N/A N/A word tag tree N/A filter_insignificant N/A N/A chunk tag_suffixes N/A N/A DT CC PRP$ PRP N/A N/A Filter out insignificant (word, tag) tuples from a chunk of text. N/A good N/A N/A N/A word tag chunk N/A N/A ok True N/A suffix tag_suffixes N/A N/A N/A N/A tag endswith suffix N/A N/A ok False N/A N/A ok N/A N/A N/A N/A good append N/A word tag N/A good N/A is_filelike N/A N/A obj N/A N/A N/A Return whether ``obj`` is a file-like object. N/A N/A hasattr obj read N/A