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Counterfactuals Python Packages

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

A hyperintensional theorem prover for rapidly prototyping modular semantic theories

5K 12 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.

500 0 1
carla-recourse
carla-recourse

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

152 306 64
bzamith
tscf-eval

A Model-Agnostic Framework for Evaluating Time Series Classification Counterfactuals

150 4 0
wmonteiro92
xmoai

xMOAI 🗿

51 2 0
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    • Sources & methodology