Learn PyTorch with project-based tutorials. So far they are focused on applying recurrent neural networks to natural language tasks.
These tutorials aim to:
- Acheive specific goals with minimal parts
- Demonstrate modern techniques with common data
- Use low level but low complexity models
- Reach for readablity over efficiency
- Classifying Names with a Character-Level RNN
- Generating Names with a Character-Level RNN
- WIP Translation with Sequence to Sequence Networks
- TODO Intent parsing with Sequence to Sequence Networks and Attention