post-hoc-explanation

There are 0 repository under post-hoc-explanation topic.

Fooling-LIME-SHAP
dylan-slack / Fooling-LIME-SHAP
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
adversarial-attacks explanations fool-lime interpretability lime machine-learning paper post-hoc-explanation shap
Language:Jupyter Notebook 69
xiangwang1223 / reinforced_causal_explainer
Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022
explainer graph-neural-networks reinforcement-learning-agent tpami2022 causal-screening post-hoc-explanation gnn-explainer
Language:Python 29
SquareResearchCenter-AI / BEExAI
Benchmark to Evaluate EXplainable AI
benchmark explainable-ai post-hoc-explanation explainability interpretability machine-learning pytorch xai
Language:Python 10
RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting
An eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.
congestion-analysis explainable-ai feature-importance graph-neural-networks mcts-algorithm metr-la monte-carlo-tree-search natural-language-generation natural-language-processing nlp outcomes-analytics pems-bay post-hoc-explanation spatio-temporal-graph speed-prediction traffic-forecasting transparency trustworthy-ai xai stgnn
Language:Jupyter Notebook 7
craymichael / unfooling
[AAAI'23 Paper] A machine learning defense for auditors of black box automated decision-making systems.
adversarial-defense anomaly-detection post-hoc-explanation trustworthy-ai xai conditional-anomaly-detection
Language:Python 3
MarcoParola / saliency-benchmark
Repository for benchmarking different post-hoc xai explanation methods on image datasets
benchmark image-processing post-hoc-explanation saliency-map xai
Language:Python 2
GravO8 / Class-Activation-Mapping
Applying post-hoc attention with CAM to the MNIST dataset
attention cnn mnist post-hoc-explanation
Language:Jupyter Notebook 1
jmdudek / class-activation-mapping
CAM, Grad-CAM, Grad-CAM++ and Guided Backpropagation post-hoc explanation methods
cam class-activation-mapping explainable-ai grad-cam grad-cam-plusplus guided-backpropagation guided-grad-cam guided-grad-cam-plusplus post-hoc-explanation
Language:Jupyter Notebook 1
DataManagementLab / Astrapia
Astrapia - A Friendly XAI Explainer Evaluation Framework
post-hoc-comparisons post-hoc-explanation xai
Language:Python 0