ThesisPKinDL

Repository for sharing code from the theses to integrate external resources into neural networks

To run (on python 3)

Install

numpy
pytorch
nltk (for tokenizer), only need the package punkt python -m nltk.downloader 'punkt'
matplotlib

Download

Gove embeddings (300D 840B)
SNLI dataset

Steps

Run data_tools.py req_embeddings on the glove embeddings and SNLI data to get the subset of embeddings that occur within SNLI
Run Vered's script (https://github.com/vered1986/PythonUtils/blob/master/word_embeddings/convert_text_embeddings_to_binary.py) to create a binary file of the word embeddings
Copy config-template.py to a new file config.py and update the values to correct paths