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Author:
Luwen-Zhang's Group at SJTU
Summary:
A framework to ensemble model bases and evaluate various models for tabular predictions.
Latest version:
0.3
Required dependencies:
autogluon-common
|
autogluon-core
|
autogluon-features
|
autogluon-tabular
|
captum
|
einops
|
gensim
|
matplotlib
|
miceforest
|
numba
|
numpy
|
opencv-contrib-python
|
openpyxl
|
pandas
|
pytorch-lightning
|
pytorch-tabnet
|
pytorch-tabular
|
pytorch-widedeep
|
ray
|
scikit-learn
|
scikit-optimize
|
scipy
|
seaborn
|
shap
|
statsmodels
|
torchmetrics
|
tqdm
|
traitlets
Optional dependencies:
black
|
jupyter
|
myst-parser
|
nbsphinx
|
notebook
|
numpydoc
|
pandoc
|
pydata-sphinx-theme
|
pytest
|
pytest-cov
|
pytest-mock
|
pytest-order
|
sphinx
|
sphinx-copybutton
|
sphinx-paramlinks
|
sphinx-rtd-theme
|
torch
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