Documentation Index
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Validate a long table of series (duplicates, missing periods, missing values), insert missing periods on each series’ calendar and fill them, and generate synthetic panels to try the forecasting tools.
forecast_data: 2 tools.
| Tool | What it does | Notes |
|---|---|---|
forecast_prepare_panel | Checks a long table of series and makes it regular: reports duplicates, periods missing from each series’ calendar and missing values, inserts the missing periods between the start and end bounds at the frequency, and fills them. | |
forecast_synthetic_panel | Generates a reproducible synthetic panel (unique_id, ds, y) with seasonality and optional trend, static and exogenous features, simulated model forecasts with intervals (to try forecast_evaluate) or a daily price column. |
fincept_describe_tool.