Tutorial for BotCon African 2016
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1 - NLTK - Parts of Speech Tagger.ipynb
2 - Music Recommender with word2vec.ipynb
3 - Using A LSTM to make our own Virtual Nietzsche.ipynb
README.md
setup.py

README.md

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/