segmentation

Aeon provides algorithms to partition time series into regions with distinct characteristics, identifying change points and boundaries.

Skills
Scientific
3

What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/segmentation && curl -fsSL https://doutorai.pt/data/lib/skills__segmentation.md -o .claude/skills/segmentation/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Time Series Segmentation

Aeon provides algorithms to partition time series into regions with distinct characteristics, identifying change points and boundaries.

## Segmentation Algorithms

### Binary Segmentation
- `BinSegmenter` - Recursive binary segmentation
  - Iteratively splits series at most significant change points
  - Parameters: `n_segments`, `cost_function`
  - **Use when**: Known number of segments, hierarchical structure

### Classification-Based
- `ClaSPSegmenter` - Classification Score Profile
  - Uses classification performance to identify boundaries
  - Discovers segments

- 🔒 Full content on the Pro plan (€7.99/month) -

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