Projects in Awesome Lists tagged with interpretability-and-explainability
A curated list of projects in awesome lists tagged with interpretability-and-explainability .
https://github.com/warisgill/tracefl
TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients responsible for global model predictions, achieving 99% accuracy across diverse datasets (e.g., medical imaging) and neural networks (e.g., GPT).
accountability debugging differential-privacy explainability explainable-ai federated-learning interpretability interpretability-and-explainability machine-learning software-engineering testing
Last synced: 26 Jun 2025
https://github.com/tail-unica/hopwise
hopwise: A Python Library for Explainable Recommendation based on Path Reasoning over Knowledge Graphs, ACM CIKM '25
interpretability-and-explainability knowledge-graph-embeddings link-prediction path-reasoning recommender-systems
Last synced: 14 Jan 2026
https://github.com/bgreenwell/ebm
Explainable Boosting Machines
ai blackbox explainable-ai explainable-machine-learning explainable-ml glassbox iml interpretability interpretability-and-explainability interpretable interpretable-ai interpretable-machine-learning interpretable-ml interpretable-models machine-learning xai
Last synced: 19 Aug 2025
