piwheels

vgd-counterfactuals

Counterfactual explanations for GNNs based on the visual graph dataset format

Installation

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

pip3 install vgd-counterfactuals

Dependencies

• poetry-bumpversion
• python-decouple
• pycomex
• matplotlib
• rdkit
• numpy
• click
• jinja2
• visual-graph-datasets

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
0.3.13	2025-09-03
vgd_counterfactuals-0.3.13-py3-none-any.whl (31 KB)
0.3.12	2025-09-03
vgd_counterfactuals-0.3.12-py3-none-any.whl (31 KB)
0.3.11	2025-05-21
vgd_counterfactuals-0.3.11-py3-none-any.whl (30 KB)
0.3.10	2025-05-21
vgd_counterfactuals-0.3.10-py3-none-any.whl (30 KB)
0.3.9	2025-05-21
vgd_counterfactuals-0.3.9-py3-none-any.whl (31 KB)
0.3.8 yanked	2025-05-21
0.3.7	2024-09-13
vgd_counterfactuals-0.3.7-py3-none-any.whl (101 KB)
0.3.6	2024-02-09
vgd_counterfactuals-0.3.6-py3-none-any.whl (101 KB)
0.3.5	2023-11-14
vgd_counterfactuals-0.3.5-py3-none-any.whl (104 KB)
0.3.4	2023-10-23
vgd_counterfactuals-0.3.4-py3-none-any.whl (427 KB)
0.3.3	2023-10-20
vgd_counterfactuals-0.3.3-py3-none-any.whl (103 KB)
0.3.2	2023-06-12
vgd_counterfactuals-0.3.2-py3-none-any.whl (426 KB)
0.3.1	2023-06-12
vgd_counterfactuals-0.3.1-py3-none-any.whl (426 KB)
0.3.0	2023-06-12
vgd_counterfactuals-0.3.0-py3-none-any.whl (426 KB)
0.2.0	2023-06-01
vgd_counterfactuals-0.2.0-py3-none-any.whl (425 KB)
0.1.6	2023-05-26
vgd_counterfactuals-0.1.6-py3-none-any.whl (424 KB)
0.1.5	2023-05-26
vgd_counterfactuals-0.1.5-py3-none-any.whl (423 KB)
0.1.4	2023-05-19
vgd_counterfactuals-0.1.4-py3-none-any.whl (423 KB)
0.1.3	2023-05-16
vgd_counterfactuals-0.1.3-py3-none-any.whl (423 KB)
0.1.2	2023-05-15
vgd_counterfactuals-0.1.2-py3-none-any.whl (422 KB)
0.1.1	2023-05-10
vgd_counterfactuals-0.1.1-py3-none-any.whl (421 KB)
0.1.0	2023-05-02
vgd_counterfactuals-0.1.0-py3-none-any.whl (420 KB)

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