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nltk - How to create a word cloud from a corpus in Python?

From Creating a subset of words from a corpus in R, the answerer can easily convert a term-document matrix into a word cloud easily.

Is there a similar function from python libraries that takes either a raw word textfile or NLTK corpus or Gensim Mmcorpus into a word cloud?

The result will look somewhat like this: enter image description here

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