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.
Run pip install -r requirements.txt
These tutorials assume PyTorch version 1.0.0
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Using allennlp
- Basics
- Using BERT and ELMo
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Using fastai
- Using BERT
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Models from scratch
- Implementing an LSTM from scratch
- Implementing the Transformer from scratch
- A deep dive into language modeling