This project is based on Natural language processing approach in deep learning. You can go and check out this project as a reference and try to build an advanced version of the same trying another classification algorithms and tweaking with some standard parameters coded in .ipnb file. Get some better accuracy score and model performance as whole.
Any changes in this file regarding trying different algorithms for training your model on same dataset is highly appreciable.