Create documentation page with glossary of terms
Mr-Geekman opened this issue · comments
🚀 Feature Request
We have some kind of glossary in the library, but it isn't explicit. We could make it explicit as a separate documentation page.
Proposal
Add page "User Guide / Glossary" with explanation of terms:
- Time series
- Frequency
- Univariate time series
- Panel time series
- Multivariate time series
- Hierarchical time series
- Segments
- Endogenous data
- Exogenous data
- Regressors
- Stationarity
- Seasonality
- Trend
- Anomaly (?)
- Change-point
- Prediction intervals
- Prediction components
- Forecasting
- Horizon
- Backtesting
- Per-segment / local mode
- Multi-segment / Global mode
- Forecasting strategy
- Clustering
- Classification
- Segmentation
- Dataset (?)
- Transform (?)
- Model (?)
- Model context (?)
- Pipeline (?)
- Lags (?)
- Date flags (?)
- Fourier terms (?)
- Differencing (?)
Inspiration: https://www.sktime.net/en/stable/glossary.html
To discuss:
- Do we want to add terms marked with (?) ?
- Do we want to list them in some particular order or in alphabetical order?
- Do we want to add some other terms?
Test cases
No response
Additional context
No response