Skip to content
master
Switch branches/tags
Go to file
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.

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/

About

Tutorial for BotCon African 2016

Resources

Releases

No releases published

Packages

No packages published