Practical NLP in PyTorch
This repository is here to provide tutorials (and a record of my work) regarding practical NLP in PyTorch. The code here is complementary to my blog. I will be gradually updating this repository as I learn new tools and write new posts.
How to run the notebooks
Run pip install -r requirements.txt
These tutorials assume PyTorch version 1.0.0
Available Tutorials
-
Using allennlp
- Basics
- Using BERT and ELMo
-
Using fastai
- Using BERT
-
Models from scratch
- Implementing an LSTM from scratch
- Implementing the Transformer from scratch
- Implementing the Transformer XL from scratch