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SKILL

aeon

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/aeon
Use with an agent

SUMMARY

What it does

This skill provides guidance on using the aeon Python toolkit for time series machine learning tasks, including classification, regression, clustering, forecasting, anomaly detection, segmentation, similarity search, feature extraction, and distance computation. It includes installation instructions, code examples, algorithm selection guidance, and best practices. The skill is designed for use with Python 3.10+ and the aeon package (version 1.x).

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

time-series.classificationweight 90 · confidence 90time-series.regressionweight 90 · confidence 90time-series.clusteringweight 90 · confidence 90time-series.forecastingweight 80 · confidence 80time-series.anomaly-detectionweight 80 · confidence 80time-series.segmentationweight 80 · confidence 80time-series.similarity-searchweight 80 · confidence 80time-series.feature-extractionweight 90 · confidence 90time-series.distance-computationweight 90 · confidence 90time-series.deep-learningweight 70 · confidence 70time-series.data-loadingweight 80 · confidence 80time-series.benchmarkingweight 70 · confidence 70

MACHINE-READABLE ENDPOINTS

How agents read it

ACCESS

Access requirements

Protocols
agent-skills
Authentication
type: none · required: false
Pricing
model: free
Version
1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.