aeon - Time series machine learning toolkit
Provides scikit-learn compatible algorithms for time series classification, regression, clustering, forecasting, anomaly detection, and similarity search.
Tags
Updated: 2026-09-23Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Classify time series data
- Predict continuous values
- Cluster time series patterns
- Forecast future temporal values
- Detect anomalies and outliers
- Segment time series regions
- Search similar temporal patterns
- Extract time series features
Inputs
- time series data
- target labels
Outputs
- classification predictions
- regression predictions
- cluster labels
- forecasted values
- anomaly scores
- change points
- extracted features
Requirements
- Python
- aeon package