Explaining Graph-based Classifiers
Project description
XpGraph is a Python3 package for explaining graph-based classifiers:
Binary decision diagrams (BDDs), Multi-valued decision diagrams (MDDs),
Decision Tree (DTs), Decision Graph (DGs).
Additionally, it contains an executable XpG.py, which can be applied
for computing one Abductive explanation (AXp, or PI-explanation), one Contrastive
explanation (CXp) or enumerating all explanations (AXps and CXps) of a given
.xpg file input.
Details can be found at https://github.com/yizza91/xpg
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