3f5b4a50bb
Rename Forecast.training_horizon into .train_horizon
...
- we use that shorter name in `urban_meal_delivery.forecasts.*`
and want to be consistent in the ORM layer as well
2021-02-02 13:09:09 +01:00
796fdc919c
Add Forecast.from_dataframe() constructor
...
- this alternative constructor takes the `pd.DataFrame`s from the
`*Model.predict()` methods and converts them into ORM models
2021-02-01 15:50:30 +01:00
1d63623dfc
Add Forecast.__repr__()
2021-01-31 21:57:05 +01:00
a5b590b24c
Add Forecast.actual column
2021-01-31 18:29:53 +01:00
f37d8adb9d
Add confidence intervals to Forecast model
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- add `.low80`, `.high80`, `.low95`, and `.high95` columns
- add check contraints for the confidence intervals
- rename the `.method` column into `.model` for consistency
2021-01-20 16:57:39 +01:00
9196c88ed4
Remove pylint from the project
2021-01-09 17:47:45 +01:00
e8c97dd7da
Add Forecast model to ORM layer
...
- the model handles the caching of demand forecasting results
- include the database migration script
2021-01-07 12:59:30 +01:00
