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Setup

Get data from the Kaggle site

All data is from this Kaggle competition. Download and extract the files into the data/ directory.

Install requirements.txt
Install nltk dependencies

Run this inside the setup.ipynb notebook.

Run

Start with the eda.ipynb notebook. Along with some EDA charts, the main point here is to combine Kaggle's train and test data into a single dataset that will be split later into train/test.

Next is the prep.ipynb notebook. This cleans and encodes the text for input into the model.

The use train.ipynb to train the model.

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