> ## Documentation Index
> Fetch the complete documentation index at: https://docs.kalarislabs.com/llms.txt
> Use this file to discover all available pages before exploring further.

# aeon — AI agent skill for data science and ml

> This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segment…

# `aeon`

> This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

**Category:** [data-science-and-ml](/research-agent-skills/skills#data-science-and-ml) · **License:** BSD-3-Clause license · **Version:** 1.1

## Install

```bash theme={null}
npx research-agent-skills install aeon
npx skills add KalarisLabs/research-agent-skills --skill aeon
```

## When to use it

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

## Full playbook

Read [SKILL.md](https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/aeon/SKILL.md) for the complete workflow, references and any scripts. The agent installer copies the full skill folder.


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