Graphs, recommendations, and time series · MLD-0816
Nonstationarity
Change over time in a process's distributional characteristics.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Handle shifting demand patterns.
Original caveat
Nonstationarity does not identify the cause of the change.
Context and aliases
Level: Intermediate. Stages: Architecture · Data · Training · Inference.
Tags: ML · DL · Time series.
Aliases: None recorded.
Related concepts
Concepts linking here
Original references
- PyTorch Geometric documentation ↗ · Consulted
- scikit-learn User Guide ↗ · Consulted
- statsmodels: time series analysis ↗ · Reference link
- Original reference URL ↗