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Author:
Robin van de Water
License:
MIT license
Summary:
Yet Another ICU Benchmark is a holistic framework for the automation of the development of clinical prediction models on ICU data. Users can create custom datasets, cohorts, prediction tasks, endpoints, and models.
Latest version:
0.3.1
Required dependencies:
black
|
coverage
|
einops
|
flake8
|
gin-config
|
hydra-core
|
lightgbm
|
matplotlib
|
numpy
|
pandas
|
pip
|
pyarrow
|
pytest
|
pytorch-cuda
|
pytorch-ignite
|
pytorch-lightning
|
recipies
|
scikit-learn
|
tensorboard
|
torch
|
tqdm
|
wandb
Optional dependencies:
mkl
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