ML Visual Vocabulary

What problem does it solve?

This Skill provides pre-built, reusable visual components and patterns specifically designed for creating high-quality machine learning animations, inspired by the style of 3Blue1Brown.

Core Features & Use Cases

• Reusable Animation Patterns: Offers code snippets for common ML visualizations like neural networks, weight matrices, embeddings, and attention mechanisms.
• Customizable Components: Allows for easy adaptation and integration of these patterns into custom animation scenes.
• Use Case: A researcher wants to create an explainer video for a new transformer model. They can use these patterns to quickly generate visualizations for attention heads, multi-layer perceptrons, and embedding layers, significantly speeding up the animation process.

Quick Start

Use the ml-visuals skill to generate a neural network layer animation.