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fiftyone-embeddings-visualization

Skill

Visualizes datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when exploring dataset structure, finding clusters, identifying outliers, or understanding data distribution.

0Machine Learning

Install

git clone https://github.com/voxel51/fiftyone-skills.git ~/.claude/skills/fiftyone-embeddings-visualization

What is fiftyone-embeddings-visualization?

Visualizes datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when exploring dataset structure, finding clusters, identifying outliers, or understanding data distribution.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~50 tokens of context used while enabled, before you invoke anything

Documentation

README · ~8 min read

Embeddings Visualization in FiftyOne

Key Directives

ALWAYS follow these rules:

1. Set context first

set_context(dataset_name="my-dataset")

2. Launch FiftyOne App

Brain operators are delegated and require the app:

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