piwheels

glum

High performance Python GLMs with all the features!

Installation

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

pip3 install glum

Dependencies

• numexpr
• narwhals
• tqdm
• scikit-learn
• numpy
• scipy
• pandas
• tabmat
• joblib
• formulaic
• packaging
• pyarrow

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
3.4.1	2026-05-06
glum-3.4.1-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.4.1-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.4.1-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.4.1-cp313-cp313-linux_armv7l.whl (2 MB)
3.4.0	2026-04-27
glum-3.4.0-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.4.0-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.4.0-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.4.0-cp313-cp313-linux_armv7l.whl (2 MB)
3.3.0	2026-04-14
glum-3.3.0-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.3.0-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.3.0-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.3.0-cp313-cp313-linux_armv7l.whl (2 MB)
3.2.3	2026-03-18
3.2.2	2026-03-17
glum-3.2.2-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.2.2-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.2.2-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.2.2-cp313-cp313-linux_armv7l.whl (2 MB)
3.2.1	2026-03-16
glum-3.2.1-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.2.1-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.2.1-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.2.1-cp313-cp313-linux_armv7l.whl (2 MB)
3.2.0	2026-03-10
glum-3.2.0-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.2.0-cp311-cp311-linux_armv7l.whl (2 MB)
3.1.3	2026-02-18
glum-3.1.3-cp311-cp311-linux_armv6l.whl (2 MB) glum-3.1.3-cp311-cp311-linux_armv7l.whl (2 MB) glum-3.1.3-cp313-cp313-linux_armv6l.whl (2 MB) glum-3.1.3-cp313-cp313-linux_armv7l.whl (2 MB) glum-3.1.3-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.1.3-cp39-cp39-linux_armv7l.whl (3 MB)
3.1.2	2025-01-30
glum-3.1.2-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.1.2-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.1.2-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.1.2-cp39-cp39-linux_armv7l.whl (3 MB) glum-3.1.2-cp313-cp313-linux_armv6l.whl (3 MB) glum-3.1.2-cp313-cp313-linux_armv7l.whl (3 MB)
3.1.1	2025-01-13
glum-3.1.1-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.1.1-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.1.1-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.1.1-cp39-cp39-linux_armv7l.whl (3 MB)
3.1.0	2024-11-11
glum-3.1.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.1.0-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.1.0-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.1.0-cp39-cp39-linux_armv7l.whl (3 MB)
3.0.2	2024-06-25
glum-3.0.2-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.2-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.0.2-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.2-cp39-cp39-linux_armv7l.whl (3 MB) glum-3.0.2-cp313-cp313-linux_armv7l.whl (3 MB) glum-3.0.2-cp313-cp313-linux_armv6l.whl (3 MB)
3.0.1	2024-05-23
glum-3.0.1-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.1-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.0.1-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.1-cp39-cp39-linux_armv7l.whl (3 MB)
3.0.0	2024-04-27
glum-3.0.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.0-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.0.0-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.0-cp39-cp39-linux_armv7l.whl (3 MB)
3.0.0a2 pre-release	2023-12-12
glum-3.0.0a2-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.0a2-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.0.0a2-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.0a2-cp39-cp39-linux_armv7l.whl (3 MB)
3.0.0a1 pre-release	2023-08-29
glum-3.0.0a1-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.0a1-cp39-cp39-linux_armv7l.whl (3 MB) glum-3.0.0a1-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.0a1-cp311-cp311-linux_armv7l.whl (3 MB) glum-3.0.0a1-cp37-cp37m-linux_armv6l.whl (861 KB) glum-3.0.0a1-cp37-cp37m-linux_armv7l.whl (861 KB)
3.0.0a0 pre-release	2023-08-17
glum-3.0.0a0-cp37-cp37m-linux_armv6l.whl (851 KB) glum-3.0.0a0-cp37-cp37m-linux_armv7l.whl (851 KB) glum-3.0.0a0-cp39-cp39-linux_armv6l.whl (3 MB) glum-3.0.0a0-cp39-cp39-linux_armv7l.whl (3 MB) glum-3.0.0a0-cp311-cp311-linux_armv6l.whl (3 MB) glum-3.0.0a0-cp311-cp311-linux_armv7l.whl (3 MB)
2.7.0	2024-02-19
glum-2.7.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.7.0-cp311-cp311-linux_armv7l.whl (3 MB) glum-2.7.0-cp39-cp39-linux_armv6l.whl (3 MB) glum-2.7.0-cp39-cp39-linux_armv7l.whl (3 MB)
2.6.0	2023-09-05
glum-2.6.0-cp37-cp37m-linux_armv6l.whl (864 KB) glum-2.6.0-cp37-cp37m-linux_armv7l.whl (864 KB) glum-2.6.0-cp39-cp39-linux_armv6l.whl (3 MB) glum-2.6.0-cp39-cp39-linux_armv7l.whl (3 MB) glum-2.6.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.6.0-cp311-cp311-linux_armv7l.whl (3 MB)
2.5.2	2023-06-02
glum-2.5.2-cp37-cp37m-linux_armv6l.whl (653 KB) glum-2.5.2-cp37-cp37m-linux_armv7l.whl (653 KB) glum-2.5.2-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.5.2-cp39-cp39-linux_armv7l.whl (2 MB)
2.5.1	2023-05-19
glum-2.5.1-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.5.1-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.5.1-cp37-cp37m-linux_armv6l.whl (652 KB) glum-2.5.1-cp37-cp37m-linux_armv7l.whl (652 KB) glum-2.5.1-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.5.1-cp311-cp311-linux_armv7l.whl (3 MB)
2.5.0	2023-04-28
glum-2.5.0-cp37-cp37m-linux_armv6l.whl (651 KB) glum-2.5.0-cp37-cp37m-linux_armv7l.whl (651 KB) glum-2.5.0-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.5.0-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.5.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.5.0-cp311-cp311-linux_armv7l.whl (3 MB)
2.4.1	2023-03-15
glum-2.4.1-cp37-cp37m-linux_armv6l.whl (616 KB) glum-2.4.1-cp37-cp37m-linux_armv7l.whl (616 KB) glum-2.4.1-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.4.1-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.4.1-cp311-cp311-linux_armv7l.whl (3 MB) glum-2.4.1-cp311-cp311-linux_armv6l.whl (3 MB)
2.4.0	2023-01-31
glum-2.4.0-cp37-cp37m-linux_armv6l.whl (620 KB) glum-2.4.0-cp37-cp37m-linux_armv7l.whl (620 KB) glum-2.4.0-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.4.0-cp39-cp39-linux_armv7l.whl (2 MB)
2.3.0	2023-01-06
glum-2.3.0-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.3.0-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.3.0-cp37-cp37m-linux_armv6l.whl (812 KB) glum-2.3.0-cp37-cp37m-linux_armv7l.whl (812 KB)
2.2.1	2022-11-25
glum-2.2.1-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.2.1-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.2.1-cp37-cp37m-linux_armv6l.whl (619 KB) glum-2.2.1-cp37-cp37m-linux_armv7l.whl (619 KB) glum-2.2.1-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.2.1-cp311-cp311-linux_armv7l.whl (3 MB)
2.1.2	2022-07-01
glum-2.1.2-cp37-cp37m-linux_armv6l.whl (617 KB) glum-2.1.2-cp37-cp37m-linux_armv7l.whl (617 KB) glum-2.1.2-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.1.2-cp39-cp39-linux_armv7l.whl (2 MB)
2.1.1	2022-07-01
glum-2.1.1-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.1.1-cp311-cp311-linux_armv7l.whl (3 MB) glum-2.1.1-cp35-cp35m-linux_armv6l.whl (1 MB) glum-2.1.1-cp35-cp35m-linux_armv7l.whl (1 MB) glum-2.1.1-cp37-cp37m-linux_armv6l.whl (617 KB) glum-2.1.1-cp37-cp37m-linux_armv7l.whl (617 KB) glum-2.1.1-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.1.1-cp39-cp39-linux_armv7l.whl (2 MB)
2.1.0	2022-06-27
glum-2.1.0-cp311-cp311-linux_armv6l.whl (3 MB) glum-2.1.0-cp311-cp311-linux_armv7l.whl (3 MB) glum-2.1.0-cp35-cp35m-linux_armv6l.whl (1 MB) glum-2.1.0-cp35-cp35m-linux_armv7l.whl (1 MB) glum-2.1.0-cp37-cp37m-linux_armv6l.whl (617 KB) glum-2.1.0-cp37-cp37m-linux_armv7l.whl (617 KB) glum-2.1.0-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.1.0-cp39-cp39-linux_armv7l.whl (2 MB)
2.0.3	2021-11-05
glum-2.0.3-cp35-cp35m-linux_armv6l.whl (1 MB) glum-2.0.3-cp35-cp35m-linux_armv7l.whl (1 MB) glum-2.0.3-cp37-cp37m-linux_armv6l.whl (2 MB) glum-2.0.3-cp37-cp37m-linux_armv7l.whl (2 MB) glum-2.0.3-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.0.3-cp39-cp39-linux_armv7l.whl (2 MB)
2.0.2	2021-11-03
glum-2.0.2-cp35-cp35m-linux_armv6l.whl (1 MB) glum-2.0.2-cp35-cp35m-linux_armv7l.whl (1 MB) glum-2.0.2-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.0.2-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.0.2-cp37-cp37m-linux_armv6l.whl (2 MB) glum-2.0.2-cp37-cp37m-linux_armv7l.whl (2 MB)
2.0.0	2021-10-08
glum-2.0.0-cp35-cp35m-linux_armv6l.whl (1 MB) glum-2.0.0-cp35-cp35m-linux_armv7l.whl (1 MB) glum-2.0.0-cp39-cp39-linux_armv6l.whl (2 MB) glum-2.0.0-cp39-cp39-linux_armv7l.whl (2 MB) glum-2.0.0-cp37-cp37m-linux_armv6l.whl (1 MB) glum-2.0.0-cp37-cp37m-linux_armv7l.whl (1 MB)

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