luchang-cs / sherbet

Self-supervised graph learning with hyperbolic embedding for temporal health event prediction (IEEE Cybernetics)

Sherbet

Tensorflow implementation of Sherbet paper

Requirements

• python>=3.7
• tensorflow==2.3.0
• numpy
• scipy
• pandas

Run

The parameters of this current version are configured in each python file.

python run_preprocess.py

python run_hyperbolic_embedding.py

python train.py

sherbet's Issues

Potential sharing of the ICD-10 embedding?

Thanks for sharing the source code, and I think this is an interesting work to embed ICD codes. Would you mind sharing the ICD-10 embedding if it is not confidential? Thanks!