piwheels

econml

This package contains several methods for calculating Conditional Average Treatment Effects

Installation

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

pip3 install econml

Dependencies

• lightgbm
• sparse
• scipy
• packaging
• joblib
• shap
• statsmodels
• scikit-learn
• numpy
• pandas

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.16.0	2025-07-10
0.15.1	2024-07-03
econml-0.15.1-cp311-cp311-linux_armv6l.whl (4 MB) econml-0.15.1-cp311-cp311-linux_armv7l.whl (4 MB) econml-0.15.1-cp39-cp39-linux_armv6l.whl (4 MB) econml-0.15.1-cp39-cp39-linux_armv7l.whl (4 MB)
0.15.0	2024-02-14
econml-0.15.0-cp311-cp311-linux_armv6l.whl (4 MB) econml-0.15.0-cp311-cp311-linux_armv7l.whl (4 MB) econml-0.15.0-cp39-cp39-linux_armv6l.whl (4 MB) econml-0.15.0-cp39-cp39-linux_armv7l.whl (4 MB)
0.15.0b1 pre-release	2023-11-11
econml-0.15.0b1-cp311-cp311-linux_armv6l.whl (4 MB) econml-0.15.0b1-cp311-cp311-linux_armv7l.whl (4 MB) econml-0.15.0b1-cp39-cp39-linux_armv6l.whl (4 MB) econml-0.15.0b1-cp39-cp39-linux_armv7l.whl (4 MB)
0.14.1	2023-05-22
econml-0.14.1-cp37-cp37m-linux_armv6l.whl (1 MB) econml-0.14.1-cp37-cp37m-linux_armv7l.whl (1 MB) econml-0.14.1-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.14.1-cp39-cp39-linux_armv7l.whl (3 MB) econml-0.14.1-cp311-cp311-linux_armv6l.whl (3 MB) econml-0.14.1-cp311-cp311-linux_armv7l.whl (3 MB)
0.14.0	2022-11-17
econml-0.14.0-cp37-cp37m-linux_armv6l.whl (1 MB) econml-0.14.0-cp37-cp37m-linux_armv7l.whl (1 MB) econml-0.14.0-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.14.0-cp39-cp39-linux_armv7l.whl (3 MB) econml-0.14.0-cp311-cp311-linux_armv6l.whl (3 MB) econml-0.14.0-cp311-cp311-linux_armv7l.whl (3 MB)
0.13.1	2022-07-08
econml-0.13.1-cp311-cp311-linux_armv6l.whl (3 MB) econml-0.13.1-cp311-cp311-linux_armv7l.whl (3 MB) econml-0.13.1-cp37-cp37m-linux_armv6l.whl (1 MB) econml-0.13.1-cp37-cp37m-linux_armv7l.whl (1 MB) econml-0.13.1-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.13.1-cp39-cp39-linux_armv7l.whl (3 MB)
0.13.0	2022-02-03
econml-0.13.0-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.13.0-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.13.0-cp37-cp37m-linux_armv6l.whl (1 MB) econml-0.13.0-cp37-cp37m-linux_armv7l.whl (1 MB) econml-0.13.0-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.13.0-cp39-cp39-linux_armv7l.whl (3 MB)
0.12.0	2021-08-14
econml-0.12.0-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0-cp39-cp39-linux_armv7l.whl (3 MB) econml-0.12.0-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0-cp37-cp37m-linux_armv7l.whl (3 MB)
0.12.0b6 pre-release	2021-08-06
econml-0.12.0b6-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b6-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.12.0b6-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b6-cp39-cp39-linux_armv7l.whl (3 MB) econml-0.12.0b6-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b6-cp35-cp35m-linux_armv7l.whl (2 MB)
0.12.0b5 pre-release	2021-08-03
econml-0.12.0b5-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b5-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0b5-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b5-cp39-cp39-linux_armv7l.whl (3 MB) econml-0.12.0b5-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b5-cp37-cp37m-linux_armv7l.whl (3 MB)
0.12.0b4 pre-release	2021-07-10
econml-0.12.0b4-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b4-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.12.0b4-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b4-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0b4-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b4-cp39-cp39-linux_armv7l.whl (3 MB)
0.12.0b3 pre-release	2021-06-26
econml-0.12.0b3-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b3-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0b3-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b3-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.12.0b3-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b3-cp39-cp39-linux_armv7l.whl (3 MB)
0.12.0b2 pre-release	2021-06-19
econml-0.12.0b2-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b2-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0b2-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b2-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.12.0b2-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b2-cp39-cp39-linux_armv7l.whl (3 MB)
0.12.0b1 pre-release	2021-06-08
econml-0.12.0b1-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.12.0b1-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.12.0b1-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.12.0b1-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.12.0b1-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.12.0b1-cp39-cp39-linux_armv7l.whl (3 MB)
0.11.1	2021-05-19
econml-0.11.1-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.11.1-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.11.1-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.11.1-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.11.1-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.11.1-cp39-cp39-linux_armv7l.whl (3 MB)
0.11.0	2021-05-09
econml-0.11.0-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.11.0-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.11.0-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.11.0-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.11.0-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.11.0-cp39-cp39-linux_armv7l.whl (3 MB)
0.10.0	2021-03-23
econml-0.10.0-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.10.0-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.10.0-cp37-cp37m-linux_armv6l.whl (3 MB) econml-0.10.0-cp37-cp37m-linux_armv7l.whl (3 MB) econml-0.10.0-cp39-cp39-linux_armv6l.whl (3 MB) econml-0.10.0-cp39-cp39-linux_armv7l.whl (3 MB)
0.9.2	2021-03-12
econml-0.9.2-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.9.2-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.9.2-cp37-cp37m-linux_armv6l.whl (2 MB) econml-0.9.2-cp37-cp37m-linux_armv7l.whl (2 MB) econml-0.9.2-cp39-cp39-linux_armv6l.whl (2 MB) econml-0.9.2-cp39-cp39-linux_armv7l.whl (2 MB)
0.9.1	2021-03-04
econml-0.9.1-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.9.1-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.9.1-cp37-cp37m-linux_armv6l.whl (2 MB) econml-0.9.1-cp37-cp37m-linux_armv7l.whl (2 MB) econml-0.9.1-cp39-cp39-linux_armv6l.whl (2 MB) econml-0.9.1-cp39-cp39-linux_armv7l.whl (2 MB)
0.9.0	2021-02-22
econml-0.9.0-cp35-cp35m-linux_armv6l.whl (2 MB) econml-0.9.0-cp35-cp35m-linux_armv7l.whl (2 MB) econml-0.9.0-cp37-cp37m-linux_armv6l.whl (2 MB) econml-0.9.0-cp37-cp37m-linux_armv7l.whl (2 MB) econml-0.9.0-cp39-cp39-linux_armv6l.whl (2 MB) econml-0.9.0-cp39-cp39-linux_armv7l.whl (2 MB)
0.9.0b1 pre-release	2021-01-20
0.8.1	2020-11-20
econml-0.8.1-py3-none-any.whl (330 KB)
0.8.0	2020-11-18
econml-0.8.0-py3-none-any.whl (328 KB)
0.8.0b1 pre-release	2020-09-05
econml-0.8.0b1-py3-none-any.whl (309 KB)
0.7.0	2020-03-07
econml-0.7.0-py3-none-any.whl (305 KB)
0.7.0b1 pre-release	2020-02-18
econml-0.7.0b1-py3-none-any.whl (302 KB)
0.6.1	2020-01-13
econml-0.6.1-py3-none-any.whl (272 KB)
0.6	2019-12-07
econml-0.6-py3-none-any.whl (271 KB)
0.5	2019-11-22
econml-0.5-py3-none-any.whl (248 KB)
0.4	2019-06-04
econml-0.4-py3-none-any.whl (183 KB)
0.3	2019-05-03
econml-0.3-py3-none-any.whl (182 KB)
0.2	2019-04-11
econml-0.2-py3-none-any.whl (181 KB)
0.1	2019-03-06
econml-0.1-py3-none-any.whl (175 KB)

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