piwheels

marginaleffects

Predictions, counterfactual comparisons, slopes, and hypothesis tests for statistical models.

Installation

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

pip3 install marginaleffects

Dependencies

• patsy
• polars
• numpy
• scipy
• plotnine
• pydantic
• formulaic
• narwhals
• jax
• pyarrow

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.6.1	2026-07-05
marginaleffects-0.6.1-py3-none-any.whl (153 KB)
0.6.0	2026-07-04
marginaleffects-0.6.0-py3-none-any.whl (152 KB)
0.5.1	2026-05-21
marginaleffects-0.5.1-py3-none-any.whl (144 KB)
0.5.0	2026-03-16
marginaleffects-0.5.0-py3-none-any.whl (144 KB)
0.4.0	2026-03-11
marginaleffects-0.4.0-py3-none-any.whl (137 KB)
0.3.2	2026-02-13
marginaleffects-0.3.2-py3-none-any.whl (139 KB)
0.3.1	2026-02-13
0.3.0	2026-01-16
marginaleffects-0.3.0-py3-none-any.whl (138 KB)
0.2.3	2025-12-27
marginaleffects-0.2.3-py3-none-any.whl (126 KB)
0.2.2	2025-11-02
0.2.1	2025-10-23
marginaleffects-0.2.1-py3-none-any.whl (123 KB)
0.2.0	2025-10-18
marginaleffects-0.2.0-py3-none-any.whl (122 KB)
0.1.5	2025-10-06
marginaleffects-0.1.5-py3-none-any.whl (101 KB)
0.1.4	2025-08-30
marginaleffects-0.1.4-py3-none-any.whl (101 KB)
0.1.3	2025-08-10
0.1.2	2025-04-10
0.1.1	2025-03-31
marginaleffects-0.1.1-py3-none-any.whl (87 KB)
0.1.0	2025-03-22
marginaleffects-0.1.0-py3-none-any.whl (85 KB)
0.0.15	2025-02-15
marginaleffects-0.0.15-py3-none-any.whl (75 KB)
0.0.14	2024-10-27
marginaleffects-0.0.14-py3-none-any.whl (51 KB)
0.0.13	2024-10-11
marginaleffects-0.0.13-py3-none-any.whl (51 KB)
0.0.12	2024-05-31
marginaleffects-0.0.12-py3-none-any.whl (50 KB)
0.0.11	2024-05-06
marginaleffects-0.0.11-py3-none-any.whl (50 KB)
0.0.10	2024-03-21
marginaleffects-0.0.10-py3-none-any.whl (50 KB)
0.0.9	2024-03-03
marginaleffects-0.0.9-py3-none-any.whl (49 KB)
0.0.8	2024-01-23
marginaleffects-0.0.8-py3-none-any.whl (48 KB)
0.0.7	2023-12-27
marginaleffects-0.0.7-py3-none-any.whl (48 KB)
0.0.6	2023-12-22
marginaleffects-0.0.6-py3-none-any.whl (49 KB)
0.0.5	2023-08-14
marginaleffects-0.0.5-py3-none-any.whl (39 KB)
0.0.4	2023-08-06
marginaleffects-0.0.4-py3-none-any.whl (39 KB)
0.0.3	2023-07-24
marginaleffects-0.0.3-py3-none-any.whl (38 KB)
0.0.2	2023-07-19
marginaleffects-0.0.2-py3-none-any.whl (36 KB)
0.0.1	2023-07-02
marginaleffects-0.0.1-py3-none-any.whl (36 KB)

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