Machine Learning Methods

This directory contains the code for the Random Forest and BiLSTM methods.

Random Forest

The Random Forest method is based on scikit-learn's implementation.

BiLSTM

The BiLSTM method has been implemented using the PyTorch library using some already-implemented modules from the Joey NMT library.

Clinical BERT & Paired Clinical BERT

We use the Transformers BERT implementation for the BERT-based methods.