jayeshk7/Intro-to-NLP

PyTorch implementations of word embeddings and language modelling.

Intro to NLP

Codes for everything I implemented while studying recurrent neural network architectures.
There's a separate ReadMe in each folder

This repo contains PyTorch implementation of :

1. Word Embeddings
2. Character level language modelling using Pokemon names
3. Word level language modelling using Shakespeare's Sonnets

Resources

• Stanford CS224n : Natural language processing using deep learning (Lectures)(website)
• Speech and Language Processing by Daniel Jurafsky and James Martin

TO-DO :

• Attention
• Transformers