CNN basics

Should speed up getting CNN going for NLP.

Built specifically for Cornell movie reviews data, but can be used with any text classification.

Got to around 75% accuracy with a very simple grid search.

It should be easy to run it with your own data though, only a few lines.

Installation

Works at least on Python 3.5

Install using pip (just, spacy, keras; using tensorflow, gensim):

pip3.5 install -r requirements.txt

Post install:

For spacy you will need to install the english corpus: python3.5 -m spacy.en.download

Get word embeddings and place them in ~/embeddings/:

• GoogleNews 300-dim word embeddings