piwheels

msapy

Multi-perturbation Shapley value Analysis (MSA)

Installation

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

pip3 install msapy

Dependencies

• fastprogress
• tqdm
• typeguard
• joblib
• toml
• ordered-set
• pytest
• pandas
• tqdm-joblib
• numpy

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
1.7.3	2025-07-14
msapy-1.7.3-py3-none-any.whl (24 KB)
1.7.2	2024-06-18
msapy-1.7.2-py3-none-any.whl (24 KB)
1.7.1	2024-03-20
msapy-1.7.1-py3-none-any.whl (24 KB)
1.7	2024-03-19
msapy-1.7-py3-none-any.whl (24 KB)
1.6	2024-02-05
1.5	2023-11-23
1.4	2023-06-01
1.3	2023-05-17
1.2.1	2023-02-13
1.2.0	2023-02-13
1.1.0	2022-08-09
1.0.0	2022-03-30
0.0.3	2022-01-14
msapy-0.0.3-py3-none-any.whl (21 KB)
0.0.2.3	2021-11-04
msapy-0.0.2.3-py3-none-any.whl (19 KB)
0.0.2.2	2021-11-01
msapy-0.0.2.2-py3-none-any.whl (16 KB)
0.0.2.1	2021-10-31
msapy-0.0.2.1-py3-none-any.whl (16 KB)
0.0.2	2021-10-31
msapy-0.0.2-py3-none-any.whl (16 KB)
0.0.1	2021-10-31
msapy-0.0.1-py3-none-any.whl (16 KB)

Issues with this package?

• Search issues for this package
• Package or version missing? Open a new issue
• Something else? Open a new issue