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

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.

Why And What If: Causal Inference for Everyone

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

Counterfactual SHAP: a framework for counterfactual feature importance

Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"

Counterfactual Shapley Additive Explanation: Experiments

Research project on generation of counterfactuals for eXplainable AI, based on Bayesian Generation

Source code for the BlackBoxNLP 2024 @ EMNLP paper "Enhancing adversarial robustness in Natural Language Inference using explanations"

cfid: R package for identifying counterfactuals.

A hyperintensional theorem prover for counterfactual conditional, modal, constitutive explanatory, relevance, and extensional operators.

Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.

Semantic Meaningfulness: Evaluating counterfactual approaches for real world plausibility

Counterfactual text reviews generator

A baseline genetic algorithm for the discovery of counterfactuals, implemented in Python for ease of use and heavily leveraging NumPy for speed.

Repository for On Noise Abduction for Answering Counterfactual Queries: A Practical Outlook

Classifier with Counterfactual Samples and Active Learning

xMOAI 🗿

🔮 Master Thesis for Double Degree for Master in Software Engineering at FH Technikum Wien: Analysis of Counterfactuals with Statistical Inference System