piwheels

raiwidgets

Interactive visualizations to assess fairness, explain models, generate counterfactual examples, analyze causal effects and analyze errors in Machine Learning models.

Installation

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

pip3 install raiwidgets

Dependencies

• rai-core-flask
• fairlearn
• raiutils
• scikit-learn
• numpy
• scipy
• pandas
• responsibleai
• lightgbm
• erroranalysis

Releases

Version	Released	Bookworm Python 3.11	Trixie Python 3.13	Files
0.36.0	2024-07-08
raiwidgets-0.36.0-py3-none-any.whl (4 MB)
0.35.1	2024-05-20
raiwidgets-0.35.1-py3-none-any.whl (4 MB)
0.35.0	2024-04-18
raiwidgets-0.35.0-py3-none-any.whl (4 MB)
0.34.1	2024-02-09
raiwidgets-0.34.1-py3-none-any.whl (4 MB)
0.34.0	2024-01-31
raiwidgets-0.34.0-py3-none-any.whl (4 MB)
0.33.0	2023-12-28
raiwidgets-0.33.0-py3-none-any.whl (2 MB)
0.32.1	2023-12-06
raiwidgets-0.32.1-py3-none-any.whl (2 MB)
0.32.0	2023-11-15
raiwidgets-0.32.0-py3-none-any.whl (2 MB)
0.31.0	2023-10-17
raiwidgets-0.31.0-py3-none-any.whl (2 MB)
0.30.0	2023-08-30
raiwidgets-0.30.0-py3-none-any.whl (2 MB)
0.29.0	2023-07-07
raiwidgets-0.29.0-py3-none-any.whl (2 MB)
0.28.0	2023-06-10
raiwidgets-0.28.0-py3-none-any.whl (2 MB)
0.27.0	2023-04-26
raiwidgets-0.27.0-py3-none-any.whl (2 MB)
0.26.0	2023-04-04
raiwidgets-0.26.0-py3-none-any.whl (2 MB)
0.25.0	2023-03-02
raiwidgets-0.25.0-py3-none-any.whl (2 MB)
0.24.1	2023-01-18
raiwidgets-0.24.1-py3-none-any.whl (2 MB)
0.24.0	2023-01-11
raiwidgets-0.24.0-py3-none-any.whl (2 MB)
0.23.0	2022-10-25
raiwidgets-0.23.0-py3-none-any.whl (2 MB)
0.22.0	2022-09-13
raiwidgets-0.22.0-py3-none-any.whl (2 MB)
0.21.0	2022-08-22
raiwidgets-0.21.0-py3-none-any.whl (2 MB)
0.20.0	2022-07-25
raiwidgets-0.20.0-py3-none-any.whl (2 MB)
0.19.0	2022-06-10
0.18.2	2022-05-18
0.18.1	2022-05-10
0.18.0	2022-04-20
0.17.0	2022-02-14
0.16.0	2022-01-05
0.15.1	2021-12-01
0.15.0	2021-11-30
0.14.0	2021-11-11
0.13.0	2021-10-22
0.12.1	2021-10-08
0.12.0	2021-10-06
0.11.0	2021-09-21
0.10.0	2021-09-02
0.9.4	2021-08-18
0.9.3	2021-08-17
0.9.2	2021-07-29
0.9.1	2021-07-23
0.9.0	2021-07-20
0.8.0	2021-06-28
raiwidgets-0.8.0-py3-none-any.whl (4 MB)
0.7.0	2021-06-23
raiwidgets-0.7.0-py3-none-any.whl (4 MB)
0.6.1	2021-06-16
raiwidgets-0.6.1-py3-none-any.whl (4 MB)
0.5.0	2021-06-10
raiwidgets-0.5.0-py3-none-any.whl (4 MB)
0.4.0	2021-04-21
raiwidgets-0.4.0-py3-none-any.whl (4 MB)
0.3.1.post1	2021-03-12
raiwidgets-0.3.1.post1-py3-none-any.whl (4 MB)
0.2.2	2021-02-19
raiwidgets-0.2.2-py3-none-any.whl (4 MB)
0.2.1	2021-02-16
raiwidgets-0.2.1-py3-none-any.whl (4 MB)
0.2.0	2021-01-30
raiwidgets-0.2.0-py3-none-any.whl (4 MB)

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