PyTorch exercises for NLP - my personal sandbox for practicing PyTorch!
- Natural Language Processing with PyTorch (Delip Rao & Brian McMahan, 2019)
- Hands-On Natural Language Processing with Pytorch (Jibin Mathew, 2019)
- Introduction to Deep Learning with PyTorch (Ismail Elezi)
- Sentiment Analysis with Deep Learning Using BERT (Ari Anastassiou)
- Text Classification with the Torchtext Library
- Torchtext: Migration to the new API
- Machine Translation with Seq2Seq and Attention
- Machine Translation with PyTorch nn.Transformer and Torchtext
- [Video] C5W3L07 Attention Model Intuition
- [Video] C5W3L08 Attention Model
- [Video] Pytorch Seq2Seq Tutorial for Machine Translation
- [Video] Pytorch Seq2Seq with Attention for Machine Translation
- [Video] Pytorch Transformers from Scratch (Attention is all you need)
- [Video] Pytorch Transformers for Machine Translation