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Counterfactuals Python Packages

Python packages with the GitHub topic counterfactuals. Sorted by relevance, with stars and monthly downloads.
benbrastmckie
model-checker

A hyperintensional theorem prover for rapidly prototyping modular semantic theories

8K 13 3
b-bayrak
ceval

CEval is a Python package for evaluating the quality of counterfactual explanations produced by any post-hoc XAI (Explainable AI) method. It computes 14 established metrics with a single call and works with diverse model architecture.

636 0 0
carla-recourse
carla-recourse

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

409 303 65
bzamith
tscf-eval

A Model-Agnostic Framework for Evaluating Time Series Classification Counterfactuals

144 4 0
wmonteiro92
xmoai

eXplainable Artificial Intelligence using Multiobjective Optimization

120 2 0
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