Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
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Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Fit interpretable models. Explain blackbox machine learning.
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Interpretability and explainability of data and machine learning models
A collection of research materials on explainable AI/ML
moDel Agnostic Language for Exploration and eXplanation
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
Build AI text detectors whose decisions are mechanistically grounded and human-auditable (EMNLP 2026)
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University