This repository contains explanation of multiple deep learning models used for NLP. The framework used is TensorFlow.
The dataset for this repo can be found at: https://www.kaggle.com/competitions/jigsaw-multilingual-toxic-comment-classification/data.
- Base Notebook - The notebook was originally published on Kaggle.
- RNN and Bi-directional RNN
- LSTM, GRU and Bi-directional LSTM/GRU
- Attention and Transformers model
- BERT model