piwheels

lingam

Python package for causal discovery based on LiNGAM.

Installation

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

pip3 install lingam

Dependencies

• pygam
• graphviz
• networkx
• numpy
• autograd
• scikit-learn
• scipy
• statsmodels
• matplotlib
• pandas
• psy
• semopy

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
1.12.2	2026-02-16
lingam-1.12.2-py3-none-any.whl (142 KB)
1.12.1	2025-12-02
1.12.0	2025-11-29
1.11.0	2025-08-28
1.10.0	2025-06-18
1.9.1	2024-12-31
1.9.0	2024-07-07
1.8.3	2024-02-16
1.8.2	2023-10-07
1.8.1	2023-08-29
1.8.0	2023-07-01
1.7.1	2023-02-17
1.7.0	2022-09-19
1.6.0	2022-06-04
1.5.5	2022-02-07
1.5.4	2021-06-25
lingam-1.5.4-py3-none-any.whl (57 KB)
1.5.3	2021-05-14
lingam-1.5.3-py3-none-any.whl (56 KB)
1.5.2	2021-02-22
lingam-1.5.2-py3-none-any.whl (56 KB)
1.5.1	2021-01-07
lingam-1.5.1-py3-none-any.whl (54 KB)
1.5.0	2020-12-14
lingam-1.5.0-py3-none-any.whl (52 KB)
1.4.1	2020-10-15
lingam-1.4.1-py3-none-any.whl (46 KB)
1.4.0	2020-08-28
lingam-1.4.0-py3-none-any.whl (46 KB)
1.3.1	2020-07-27
lingam-1.3.1-py3-none-any.whl (40 KB)
1.3	2020-06-26
lingam-1.3-py3-none-any.whl (37 KB)
1.2.1	2020-04-23
lingam-1.2.1-py3-none-any.whl (33 KB)
1.2.0	2020-04-06
lingam-1.2.0-py3-none-any.whl (32 KB)
1.1.0	2019-12-17
lingam-1.1.0-py3-none-any.whl (18 KB)
1.0.1	2019-09-25
lingam-1.0.1-py3-none-any.whl (12 KB)
1.0.0	2019-09-24
lingam-1.0.0-py3-none-any.whl (12 KB)
0.9.0	2019-09-19
lingam-0.9.0-py3-none-any.whl (12 KB)

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