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Tutorial for BotCon Africa 2016

Three toy problems for my presentation at BotCon2016

Installation

You'll need to install python 2.7

You can pip install the following packages:

  1. jupyter
  2. gensim
  3. nltk
  4. theano
  5. keras

or you can simply run

python setup.py install

Data

The wikipedia rock data can be downloaded from:

  1. https://github.com/jaderabbit/WikiRockWord2Vec
  2. The actual wikipedia rock corpus can be downloaded here: https://drive.google.com/open?id=0B4lJ7jGbpwlyQlNma3B4NEhlNUU

These should be placed in a /data directory

The 3 Tasks

  1. NLTK Parts of Speech Tagger - http://stackoverflow.com/a/526485/2282248
  2. Music Recommendation System - http://byterot.blogspot.co.za/2015/07/daft-punk-tool-muse-word2vec-model-trained-36K-rock-music-corpus-wiki-NLP-gensim.html
  3. A Virtual Nietzsche - http://machinelearningmastery.com/text-generation-lstm-recurrent-neural-networks-python-keras/

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