nlp-421

This Project is Archived

Torchtext implementation applied to nlp-ft project.

An exploratory project to get and process GloVe embeddings for use in a NLP neural network.

Usage

• Get Started From Terminal

• Project created with Anaconda version (conda=4.9.2)

# make new conda environment (optional but recommended)
conda create -n nlp-421
# activate conda environment (if using your own env)
conda activate nlp-421
# install requirements (a wrapper for pip install)
make install

• Run Script With Defaults

  make run

Current Status

• Currently focusing on leveraging pre-built methods from torchtext and torchnlp to get datasets and load vectors for nn training.
• See branch torchtext

Resources

• GloVe: https://nlp.stanford.edu/projects/glove/

• Helper Functions for find close embeddings and parse word embeddings: https://medium.com/analytics-vidhya/basics-of-using-pre-trained-glove-vectors-in-python-d38905f356db