Mathematical Embeddings of Shakespeare

All code snippets are to be run in the shell unless otherwise noted.

Install gensim python module

sudo apt-get install g++
sudo easy_install -U gensim

Download and organize the data

If you cloned this repository, and have the data/ folder, you do not need to do this.

Rscript download.R &

Learn model

Loads in data, learns model, saves it in models/.

python lit2vec.py &

Reduce dimensions and plot

python dim_reduce.py &
Rscript plot_dim_reduce.R &