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Author:
vanderschaarlab
License:
Apache-2.0 license
Summary:
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
Latest version:
0.1.22
Required dependencies:
cloudpickle
|
hyperimpute
|
importlib-metadata
|
joblib
|
lifelines
|
loguru
|
matplotlib
|
numpy
|
optuna
|
pandas
|
pydantic
|
pyod
|
redis
|
scikit-learn
|
scipy
|
seaborn
|
shap
|
statsmodels
|
torch
Optional dependencies:
bandit
|
catboost
|
click
|
docutils
|
lightgbm
|
lime
|
lxml
|
m2r2
|
mistune
|
nbconvert
|
nbformat
|
nbsphinx
|
plotly
|
pre-commit
|
psutil
|
pycox
|
pydantic
|
pytest
|
pytest-benchmark
|
pytest-cov
|
pytest-xdist
|
pytest-xprocess
|
pytorch_tabnet
|
ruff
|
setuptools
|
sphinx
|
sphinx_rtd_theme
|
sphinxemoji
|
streamlit
|
symbolic_pursuit
|
tabulate
|
torchtuples
|
xgboost
|
xgbse
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