explainable-ml

truera/trulens

+10

Evaluation and Tracking for LLM Experiments and AI Agents

pytorch-grad-cam

+6

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

interpret

+3

Fit interpretable models. Explain blackbox machine learning.

awesome-machine-learning-interpretability

+4

A curated list of awesome responsible machine learning resources.

responsible-ai-toolbox

+2

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

csinva/imodels

+1

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).