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Author:
Henry Pigot, Paulo J. G. Lisboa, Johan Nilsson
Summary:
PRiSM (Partial Responses in Structured Models): convert a trained black-box classifier for tabular data into a standalone nomogram that can be audited term by term
Latest version:
0.1.1
Required dependencies:
joblib
|
matplotlib
|
numpy
|
optuna
|
pandas
|
python-dotenv
|
pyyaml
|
scikit-learn
|
seaborn
|
tableone
|
torch
|
tqdm
|
typer
|
xgboost
Optional dependencies:
black
|
build
|
cupy-cuda12x
|
cupy-cuda13x
|
flake8
|
hypothesis
|
isort
|
jupyter
|
jupyterlab
|
nbautoexport
|
nbconvert
|
nbformat
|
openml
|
pre-commit
|
prism-iml
|
pytest
|
pytest-cov
|
pytest-mock
|
twine
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