Popular GitHub Repositories for Explainer

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion

Bito’s AI helps developers dramatically accelerate their impact. It’s a Swiss Army knife of capabilities that can 10x your developer productivity and save you an hour a day, using the same models as ChatGPT!

Parameterized Explainer for Graph Neural Network

Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

Global Counterfactual Explainer for Graph Neural Networks

????? Let AI be your coding doctor, fixing code issues, explaining complex parts, and even restructuring code.

SHAP explainer for LightGBM models - Generate feature importance plots, dependence plots, and prediction explanations with one line of code. Make your gradient boosting models interpretable for stakeholders.

Application for explaining difficult to understand textbooks based on Yandex Cloud API (YandexGPT-Pro, Yandex-OCR)

KServe TrustyAI explainer

Offline code explainer bot using Streamlit and Ollama-powered LLMs like phi and codellama.

LLM-powered code explainer for GitHub repositories using LangChain, Ollama, and Tree-sitter