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How to get rid of punctuation using NLTK tokenizer?

I'm just starting to use NLTK and I don't quite understand how to get a list of words from text. If I use nltk.word_tokenize() , I get a list of words and punctuation. I need only the words instead. How can I get rid of punctuation? Also word_tokenize doesn't work with multiple sentences: dots ar...
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How to find Unused Amazon EC2 Security groups

...o determine orphan security groups so I can clean up and get rid of them. Does anyone know of a way to discover unused security groups. ...
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Why do we copy then move?

...uestions, one thing you seem to be getting wrong: taking by value in C++11 does not always mean copying. If an rvalue is passed, that will be moved (provided a viable move constructor exists) rather than being copied. And std::string does have a move constructor. Unlike in C++03, in C++11 it is oft...
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How do I invoke a Java method when given the method name as a string?

...etException e) { ... } Again, leave out the arguments in .invoke, if you don't have any. But yeah. Read about Java Reflection share | improve this answer | follow ...
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Why does Haskell's “do nothing” function, id, consume tons of memory?

...ular, the type is very large when written out in full, but there's a tremendous amount of duplication—could sharing be used to compress such things? Is there an efficient way to process them? – dfeuer May 19 '14 at 21:15 ...
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How do I replace the *first instance* of a string in .NET?

...ngth); } Example: string str = "The brown brown fox jumps over the lazy dog"; str = ReplaceFirst(str, "brown", "quick"); EDIT: As @itsmatt mentioned, there's also Regex.Replace(String, String, Int32), which can do the same, but is probably more expensive at runtime, since it's utilizing a full...
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How to uninstall Python 2.7 on a Mac OS X 10.6.4?

...http://www.python.org/ . What directories/files/configuration file entries do I need to remove? Is there a list somewhere? ...
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How do I write good/correct package __init__.py files

...lps guide import statements without automatically importing modules http://docs.python.org/tutorial/modules.html#importing-from-a-package using __all__ and import * is redundant, only __all__ is needed I think one of the most powerful reasons to use import * in an __init__.py to import packages is...
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How do I interpolate strings?

I want to do the following in C# (coming from a Python background): 15 Answers 15 ...
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Why do I get a warning every time I use malloc?

...his file includes the declaration for the built-in function malloc. If you don't do that, the compiler thinks you want to define your own function named malloc and it warns you because: You don't explicitly declare it and There already is a built-in function by that name which has a different sign...