Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让 AI Agent 用一页 HTML 回答复杂问题。
Home for explainer documents originated by the Microsoft Edge team
归藏的材质插画 skill：生成带字解释图、图表美化和参考辅助配图。
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
Explanation method for Graph Neural Networks (GNNs)
ImputeGAP is a comprehensive Python library for imputation of missing values in time series data. It implements user-friendly APIs to easily visualize, analyze, and repair incomplete time series datasets.
Repo Explainer — turn any GitHub repo into a visual explainer page. Pipeline + 5 live examples.
Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022
First-principles Manim skill for Claude Code — mathematical animation from scratch, paper-explainer patterns, 21 rule files.
An interactive exploration of various number formats
Karpathy's understanding ladder as agent skills: auto-pick text, diagram, interactive HTML, or video storyboard for any explanation. Nothing cut. English + 中文.
A Claude Skill that builds polished, interactive HTML explainers, with an automatic QA loop and anti-slop visual guards.
Interactive Overview of how KARIMO works - Autonomous development framework for Claude Code — plan mode on steroids. Product design-driven agent orchestration with sub-agents and agent teams, tuned for developers and designers shipping real features. Phased adoption from PRD execution to automated review, code review, and CI-friendly agent teams
Agent skill: turn one topic into a 1–3 minute knowledge explainer video — fact-checked article, scene-by-scene copy, freely licensed images, three looks to pick from, a beat-synced storyboard, the opening first. Rendered with HyperFrames.
An explanation compiler for Claude Code: first-principles explanations in controlled prose, diagrams, interactive pages, or 3Blue1Brown-style videos with local voice, checked for what they leave out and for what you did not need.
To associate your repository with the explainer topic, visit your repo's landing page and select "manage topics."