piwheels

causalml

Python Package for Uplift Modeling and Causal Inference with Machine Learning Algorithms

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install causalml

Dependencies

• scipy
• packaging
• statsmodels
• forestci
• matplotlib
• pandas
• seaborn
• cython
• graphviz
• dill
• lightgbm
• tqdm
• shap
• pydotplus
• scikit-learn
• xgboost
• pathos
• pip
• numpy

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.15.5	2025-07-09
0.15.4	2025-05-15
0.15.3	2025-02-20
causalml-0.15.3-cp311-cp311-linux_armv6l.whl (8 MB) causalml-0.15.3-cp311-cp311-linux_armv7l.whl (8 MB) causalml-0.15.3-cp39-cp39-linux_armv6l.whl (7 MB) causalml-0.15.3-cp39-cp39-linux_armv7l.whl (7 MB)
0.15.2	2024-10-01
causalml-0.15.2-cp311-cp311-linux_armv6l.whl (6 MB) causalml-0.15.2-cp311-cp311-linux_armv7l.whl (6 MB) causalml-0.15.2-cp39-cp39-linux_armv6l.whl (6 MB) causalml-0.15.2-cp39-cp39-linux_armv7l.whl (6 MB)
0.15.1	2024-04-19
causalml-0.15.1-cp311-cp311-linux_armv6l.whl (6 MB) causalml-0.15.1-cp311-cp311-linux_armv7l.whl (6 MB) causalml-0.15.1-cp37-cp37m-linux_armv6l.whl (3 MB) causalml-0.15.1-cp37-cp37m-linux_armv7l.whl (3 MB) causalml-0.15.1-cp39-cp39-linux_armv6l.whl (6 MB) causalml-0.15.1-cp39-cp39-linux_armv7l.whl (6 MB)
0.15.0	2024-02-22
causalml-0.15.0-cp311-cp311-linux_armv6l.whl (6 MB) causalml-0.15.0-cp311-cp311-linux_armv7l.whl (6 MB) causalml-0.15.0-cp37-cp37m-linux_armv6l.whl (3 MB) causalml-0.15.0-cp37-cp37m-linux_armv7l.whl (3 MB) causalml-0.15.0-cp39-cp39-linux_armv6l.whl (6 MB) causalml-0.15.0-cp39-cp39-linux_armv7l.whl (6 MB)
0.14.1	2023-08-28
causalml-0.14.1-cp39-cp39-linux_armv6l.whl (3 MB) causalml-0.14.1-cp39-cp39-linux_armv7l.whl (3 MB) causalml-0.14.1-cp37-cp37m-linux_armv6l.whl (1 MB) causalml-0.14.1-cp37-cp37m-linux_armv7l.whl (1 MB)
0.14.0	2023-07-10
causalml-0.14.0-cp37-cp37m-linux_armv6l.whl (1 MB) causalml-0.14.0-cp37-cp37m-linux_armv7l.whl (1 MB) causalml-0.14.0-cp39-cp39-linux_armv6l.whl (3 MB) causalml-0.14.0-cp39-cp39-linux_armv7l.whl (3 MB)
0.13.0	2022-09-02
causalml-0.13.0-cp37-cp37m-linux_armv6l.whl (609 KB) causalml-0.13.0-cp37-cp37m-linux_armv7l.whl (609 KB)
0.12.3	2022-03-14
causalml-0.12.3-cp37-cp37m-linux_armv6l.whl (502 KB) causalml-0.12.3-cp37-cp37m-linux_armv7l.whl (502 KB) causalml-0.12.3-cp39-cp39-linux_armv6l.whl (1 MB) causalml-0.12.3-cp39-cp39-linux_armv7l.whl (1 MB)
0.12.2	2022-02-18
causalml-0.12.2-cp37-cp37m-linux_armv6l.whl (502 KB) causalml-0.12.2-cp37-cp37m-linux_armv7l.whl (502 KB) causalml-0.12.2-cp39-cp39-linux_armv6l.whl (1 MB) causalml-0.12.2-cp39-cp39-linux_armv7l.whl (1 MB)
0.12.1	2022-02-05
causalml-0.12.1-cp37-cp37m-linux_armv6l.whl (495 KB) causalml-0.12.1-cp37-cp37m-linux_armv7l.whl (495 KB) causalml-0.12.1-cp39-cp39-linux_armv6l.whl (1 MB) causalml-0.12.1-cp39-cp39-linux_armv7l.whl (1 MB)
0.12.0	2022-01-14
causalml-0.12.0-cp39-cp39-linux_armv6l.whl (1 MB) causalml-0.12.0-cp39-cp39-linux_armv7l.whl (1 MB) causalml-0.12.0-cp37-cp37m-linux_armv6l.whl (495 KB) causalml-0.12.0-cp37-cp37m-linux_armv7l.whl (495 KB)
0.11.1	2021-08-02
causalml-0.11.1-cp37-cp37m-linux_armv6l.whl (540 KB) causalml-0.11.1-cp37-cp37m-linux_armv7l.whl (540 KB) causalml-0.11.1-cp39-cp39-linux_armv6l.whl (633 KB) causalml-0.11.1-cp39-cp39-linux_armv7l.whl (633 KB)
0.11.0	2021-07-29
causalml-0.11.0-cp37-cp37m-linux_armv6l.whl (545 KB) causalml-0.11.0-cp37-cp37m-linux_armv7l.whl (545 KB) causalml-0.11.0-cp39-cp39-linux_armv6l.whl (641 KB) causalml-0.11.0-cp39-cp39-linux_armv7l.whl (641 KB)
0.10.0	2021-02-19
causalml-0.10.0-cp37-cp37m-linux_armv6l.whl (543 KB) causalml-0.10.0-cp37-cp37m-linux_armv7l.whl (543 KB) causalml-0.10.0-cp39-cp39-linux_armv6l.whl (638 KB) causalml-0.10.0-cp39-cp39-linux_armv7l.whl (638 KB)
0.9.0	2020-10-23
causalml-0.9.0-cp37-cp37m-linux_armv6l.whl (532 KB) causalml-0.9.0-cp37-cp37m-linux_armv7l.whl (532 KB) causalml-0.9.0-cp39-cp39-linux_armv6l.whl (627 KB) causalml-0.9.0-cp39-cp39-linux_armv7l.whl (627 KB)
0.8.0	2020-07-17
causalml-0.8.0-cp37-cp37m-linux_armv6l.whl (533 KB) causalml-0.8.0-cp37-cp37m-linux_armv7l.whl (533 KB) causalml-0.8.0-cp39-cp39-linux_armv6l.whl (619 KB) causalml-0.8.0-cp39-cp39-linux_armv7l.whl (619 KB)
0.7.1	2020-05-07
causalml-0.7.1-cp37-cp37m-linux_armv7l.whl (525 KB) causalml-0.7.1-cp37-cp37m-linux_armv6l.whl (525 KB)
0.7.0	2020-02-28
causalml-0.7.0-cp37-cp37m-linux_armv6l.whl (515 KB) causalml-0.7.0-cp37-cp37m-linux_armv7l.whl (515 KB) causalml-0.7.0-cp39-cp39-linux_armv6l.whl (609 KB) causalml-0.7.0-cp39-cp39-linux_armv7l.whl (609 KB)
0.6.0	2020-01-01
causalml-0.6.0-cp37-cp37m-linux_armv7l.whl (457 KB) causalml-0.6.0-cp37-cp37m-linux_armv6l.whl (457 KB) causalml-0.6.0-cp39-cp39-linux_armv6l.whl (544 KB) causalml-0.6.0-cp39-cp39-linux_armv7l.whl (544 KB)
0.5.0	2019-11-26
causalml-0.5.0-cp37-cp37m-linux_armv6l.whl (458 KB) causalml-0.5.0-cp37-cp37m-linux_armv7l.whl (458 KB) causalml-0.5.0-cp39-cp39-linux_armv6l.whl (544 KB) causalml-0.5.0-cp39-cp39-linux_armv7l.whl (544 KB)
0.4.0	2019-10-21
causalml-0.4.0-cp37-cp37m-linux_armv6l.whl (239 KB) causalml-0.4.0-cp37-cp37m-linux_armv7l.whl (239 KB) causalml-0.4.0-cp34-cp34m-linux_armv7l.whl (226 KB) causalml-0.4.0-cp34-cp34m-linux_armv6l.whl (226 KB)
0.3.0	2019-09-17
causalml-0.3.0-cp34-cp34m-linux_armv6l.whl (214 KB) causalml-0.3.0-cp34-cp34m-linux_armv7l.whl (214 KB) causalml-0.3.0-cp37-cp37m-linux_armv6l.whl (226 KB) causalml-0.3.0-cp37-cp37m-linux_armv7l.whl (226 KB)
0.2.3	2019-08-14
causalml-0.2.3-cp37-cp37m-linux_armv6l.whl (222 KB) causalml-0.2.3-cp37-cp37m-linux_armv7l.whl (222 KB)
0.2.2	2019-08-14
0.2.1	2019-08-13
0.2.0	2019-08-12

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