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Author:
Huigang Chen, Totte Harinen, Jeong-Yoon Lee, Jing Pan, Mike Yung, Zhenyu Zhao
Summary:
Python Package for Uplift Modeling and Causal Inference with Machine Learning Algorithms
Latest version:
0.17.0
Required dependencies:
black
|
dill
|
forestci
|
graphviz
|
lightgbm
|
matplotlib
|
numpy
|
packaging
|
pandas
|
pathos
|
pydotplus
|
scikit-learn
|
scipy
|
seaborn
|
shap
|
statsmodels
|
tqdm
|
xgboost
Optional dependencies:
causalml
|
flax
|
jax
|
optax
|
orbax-checkpoint
|
polars
|
pyro-ppl
|
pytest
|
pytest-cov
|
tensorflow
|
torch
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