Model Interpretability Python Packages

kserve

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

kfserving

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

irapy

Impact Range Assessment (IRA): An Interpretable Sensitivity Measure for Regression Modeling

mlxlmprobe

Universal probing and interpretability tool for MLX language models on Apple Silicon

aizenx-xai

AizenX is an open-source Explainable AI (XAI) framework for model interpretation, counterfactual analysis, bias detection, and visualization.

kserve-mathking

Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes

ptame

Explain Any Image Classifier with Trained Perturbations