These are the notebooks used in the Kaggle competition Toxic Comment Classification Challenge.
They include following models.
- Logistic regression model combining unigram, bigram and character level features with td-idf weighting
- LSTM/GRU based model with GloVe and fastText embeddings
- LSTM/GRU + CNN model with GloVe and fastText embeddings
- A deep CNN model
- Sequence layer with attention
For more details, please refer to this blog post.