GitHub - noahkostesku/llmExplainabilityPaper: Implementation for 'Explainability in Credit Risk Modelling', featuring pipelines that generate SHAP and GNNExplainer explanations and translate them into human-readable narratives using LLMs like Gemma 3, DeepSeek R1, and Gemini 2.5 with various evaluation metrics.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
data_preprocessing		data_preprocessing
finetuned_llms		finetuned_llms
graph_constructions		graph_constructions
human_evaluations		human_evaluations
judge		judge
models		models
ratings		ratings
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

Repository files navigation

About

Implementation for 'Explainability in Credit Risk Modelling', featuring pipelines that generate SHAP and GNNExplainer explanations and translate them into human-readable narratives using LLMs like Gemma 3, DeepSeek R1, and Gemini 2.5 with various evaluation metrics.

Readme

Apache-2.0 license