---
title: "Aeon Time Series Machine Learning - Air Market"
description: "Your data is measurements taken over time, and ordinary machine learning tools treat the order as if it did not matter. This brings in methods built for that kind of data - sorting series into groups…"
canonical: "https://airmarket.ai/app/aeon"
---

[Air Market](/) / [Data & Analytics](/category/data) / Aeon Time Series Machine Learning

Skill by [K-Dense](/@k-dense-ai)

# Aeon Time Series Machine Learning

Work with data that unfolds over time, not rows in any order

## What this does

Your data is measurements taken over time, and ordinary machine learning tools treat the order as if it did not matter. This brings in methods built for that kind of data - sorting series into groups, predicting what comes next, spotting odd stretches, and finding series that look alike. It works with single or multiple measurements per series.

### Top 3 things it does for you

- Classify or cluster time series
- Forecast from time-indexed observations
- Find anomalies in sequential data

## Information

**Aeon Time Series Machine Learning at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [K-Dense](/@k-dense-ai) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0 |
| Size | 74 KB |
| Licence | MIT |
| Repository | [k-dense-ai/scientific-agent-skills](https://github.com/k-dense-ai/scientific-agent-skills/tree/93124850ef08487e423165554c54f0b333d5631d/skills/aeon) |
| GitHub stars | 34,239 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Aeon Time Series Machine Learning and flagged nothing. AIR's verdict: **safe**.

**What Aeon Time Series Machine Learning's check was run against**

|  |  |
| --- | --- |
| Commit | 93124850ef08487e423165554c54f0b333d5631d |
| Content hash | bf1106399ea77d97cb9d12e4c78e4400af18165f0b1a5ffa6d04167287b0ccdb |
| Files read | [Browse the files at this exact commit](https://github.com/k-dense-ai/scientific-agent-skills/blob/93124850ef08487e423165554c54f0b333d5631d/skills/aeon/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Aeon Time Series Machine Learning](/security/aeon)

## About Aeon Time Series Machine Learning

Covers time series machine learning tasks: classification, regression, clustering, forecasting, anomaly detection, segmentation and similarity search.

Use it with temporal data, sequential patterns or time-indexed observations where standard machine learning approaches are not enough. It suits both univariate and multivariate series, with scikit-learn compatible APIs.

## What's inside

- SKILL.md - instructions
- references/anomaly_detection.md - reference
- references/classification.md - reference
- references/clustering.md - reference
- references/datasets_benchmarking.md - reference
- references/distances.md - reference
- references/forecasting.md - reference
- references/networks.md - reference
- references/regression.md - reference
- references/segmentation.md - reference
- references/similarity_search.md - reference
- references/transformations.md - reference

## Questions

### Is Aeon Time Series Machine Learning safe to install?

AIR scanned this exact version of Aeon Time Series Machine Learning and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 93124850ef08, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/aeon.

### How do I install Aeon Time Series Machine Learning?

Open https://airmarket.ai/app/aeon on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/k-dense-ai/scientific-agent-skills/tree/93124850ef08487e423165554c54f0b333d5631d/skills/aeon. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by K-Dense](/@k-dense-ai)

---

Canonical URL: <https://airmarket.ai/app/aeon>