Analyze time series and forecasting
aeonskillsetup L2★27,559
K-Dense-AI/scientific-agent-skills ↗What it does
Classify, forecast, and cluster time series
Best for
Temporal pattern detection faster/more accurate than standard ML
Inputs
- · time series data (array)
- · algorithm choice
Outputs
- · predictions
- · anomalies
- · cluster labels
Requires
- · aeon 1.4+
- · scikit-learn
- · Python 3.10+
Preconditions
Data as 2D array (samples×features); aeon[all_extras] for deep learning
Failure modes
Univariate misformat; experimental API instability; algorithm unavailable
Trust signals
- · scikit-learn compatible
- · stable 1.4 release