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An introduction to using spaCy for NLP and machine learning

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Hi, Could you please add docstrings in your code to explain the role of each function?

Hi, How do you deal with relative pronouns? E.g. Man who jumped. Here who is identified as nsubj. Best Regards, Vishal

Replace 'repvec' by 'vector' to avoid following errors : * AttributeError: 'spacy.lexeme.Lexeme' object has no attribute 'has_repvec' * AttributeError: lex.repvec has been renamed to lex.vector

The sample code( intro-spacy-nlp/subject_object_extraction.py ) do not pass all unittests with the following config. Python 3.5.1 |Continuum Analytics, Inc. [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux nltk 3.2.1 spacy...

Updated ipy notebook for latest conda distro, and clarified a few things in the readme. Let me know if you'd like me to change anything.