model-agnostic-explanations
There are 9 repositories under model-agnostic-explanations topic.
HelmholtzAI-Consultants-Munich/XAI-Tutorials
Self-explanatory tutorials for different model-agnostic and model-specific XAI methods
dandls/counterfactuals
counterfactuals: An R package for Counterfactual Explanation Methods
edahelsinki/slisemap
SLISEMAP: Combining supervised dimensionality reduction with local explanations
sbobek/lux
Local Universal Rule-based Explanations
amascasadesus/ML-for-Paediatric-Covid-Diagnosis
A machine learning project developing classification models to predict COVID-19 diagnosis in paediatric patients.
Purushothaman-natarajan/XAI-lime-on-Binary-Image-Classifier
We've developed a powerful binary dog and cat image classifier, driven by advanced deep learning techniques, and enhanced its transparency using Local Interpretable Model-agnostic Explanations (LIME). Witness the magic as the model accurately predicts dog and cat images while LIME reveals the intricate decision-making process behind each result.
leqo-c/Tesi
Model-independent visual explanation methods for image classifiers.
veronhoxha/classifier-analysis-and-fairness-considerations
Classifier Analysis and Fairness Considerations
Ephrem-ETH/GlobXplain4TSC
A Global Model-Agnostic Rule-Based XAI Method based on Parameterised Event Primitives for Time Series Classifiers