ML VISUAL LAB / Signal Processing

Signal Decomposition

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Intuition

Enter an observed signal and decompose it into trend, seasonality, and residual components on the same time axis.

Core Formula

observed = trend + seasonal + residual

When to use it?

Time-series analysis and periodic pattern diagnosis.