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Installation Overview
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Notes on how to install:

1. cd DIRECTORY_YOU_INSTALLED_TO.  Make sure that you install to the folder machine-learning!
2. sudo apt-get update
3. sudo apt-get upgrade gcc
4. sudo xargs -a apt-packages.txt apt-get install
5. Activate your virtual env (if you have one)
6. pip install -r pre-requirements.txt
7. pip install -r requirements.txt
8. python -m nltk.downloader maxent_treebank_pos_tagger wordnet
9. sudo mv /path/to/nltk_data /usr/share
