EL

Code for emergent symbolic classification

Installation and setup

git clone https://github.com/AriChow/EL.git
pip install -e EL/

Download data

Download CheXpert data from here

https://stanfordmlgroup.github.io/competitions/chexpert/

Setup

• Update EL/EL/CONSTS.py with the locations on your machine.
• Run EL/EL/annotations.py to setup training and validation data.
• Update paths in EL/EL/annotations.py to obtain test annotations.

Training

• Train baseline model using EL/EL/runs/train_chexpert.py
• Train EL model using EL/EL/runs/train_chexpert_EL.py

Testing

• Test baseline model using EL/EL/runs/train_chexpert.py by modifying
  data loader and commenting out training loop.
• Test EL model using EL/EL/runs/test_chexpert.py