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81 lines (77 loc) · 1.69 KB
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url: https://fabletools.tidyverts.org
template:
params:
bootswatch: cosmo
development:
mode: auto
authors:
Rob Hyndman:
href: http://robjhyndman.com
Mitchell O'Hara-Wild:
href: https://mitchelloharawild.com
Earo Wang:
href: https://earo.me
reference:
- title: Data structures
desc: >
Data classes for models, forecasts and decompositions.
contents:
- mable
- fable
- dable
- title: Models
desc: >
Models which make use of models from other packages, or are useful for programming.
contents:
- decomposition_model
- combination_model
- null_model
- title: Forecast reconciliation
desc: >
Use reconciliation techniques to ensure that forecasts are coherent with the hierarchical structure of data.
contents:
- aggregate_key
- is_aggregated
- reconcile
- min_trace
- title: Accuracy evaluation
desc: >
Functionality for evaluating model performance
contents:
- accuracy
- ME
- MSE
- RMSE
- MAE
- MPE
- MAPE
- MASE
- ACF1
- winkler_score
- percentile_score
- title: Methods
desc: >
The fabletools package facilitates the handling of key structures for these generics.
contents:
- forecast
- model
- report
- stream
- generate.mdl_df
- interpolate.mdl_df
- refit.mdl_df
- augment.mdl_df
- glance.mdl_df
- tidy.mdl_df
- components.mdl_df
- fitted.mdl_df
- residuals.mdl_df
- title: Graphics
desc: >
Some `autoplot()` and `autolayer()` methods are defined for classes commonly used within fabletools.
contents:
- autoplot.tbl_ts
- autolayer.tbl_ts
- autoplot.fbl_ts
- autolayer.fbl_ts
- autoplot.dcmp_ts