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Author:
Robin van de Water, Hendrik Schmidt, Patrick Rockenschaub
Summary:
🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109
Latest version:
1.0.8
Required dependencies:
catboost
|
einops
|
gin-config
|
hydra-core
|
hydra-submitit-launcher
|
imbalanced-learn
|
lightgbm
|
lightning
|
matplotlib
|
numba
|
numpy
|
optuna
|
optuna-integration
|
pandas
|
polars
|
pyarrow
|
pytorch-ignite
|
recipies
|
scikit-learn
|
scikit-optimize-fix
|
shap
|
tensorboard
|
torch
|
torchmetrics
|
tqdm
|
wandb
|
xgboost
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