Repository Index

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

• deep-learning
• pytorch
• grad-cam
• visualizations

Interpretability and explainability of data and machine learning models

• explainable-ai
• explainable-ml
• trusted-ai
• trusted-ml

moDel Agnostic Language for Exploration and eXplanation

• machine-learning
• interpretability
• data-science
• xai

Build AI text detectors whose decisions are mechanistically grounded and human-auditable (EMNLP 2026)

• ai-text-detection
• explainable-ai
• interpretability
• mechanistic-interpretability

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

• interpretability
• machine-learning
• contrastive-explanations
• foil