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_pkgdown.yml
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/
_pkgdown.yml
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url: https://fabletools.tidyverts.org
template:
params:
bootswatch: cosmo
includes:
in_header: |
<script defer data-domain="fabletools.tidyverts.org" src="https://track.mitchelloharawild.com/js/plausible.js"></script>
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: Overview
desc: >
Describes the package
contents:
- fabletools-package
- title: Data structures
desc: >
Data classes for models, forecasts and decompositions.
contents:
- mable
- as_mable
- is_mable
- fable
- as_fable
- is_fable
- dable
- as_dable
- is_dable
- mable_vars
- response_vars
- distribution_var
- title: Models
desc: >
Models which make use of models from other packages, or are useful for programming.
contents:
- decomposition_model
- combination_model
- combination_ensemble
- combination_weighted
- null_model
- title: Forecast reconciliation
desc: >
Use reconciliation techniques to ensure that forecasts are coherent with the hierarchical structure of data.
contents:
- reconcile
- min_trace
- bottom_up
- middle_out
- top_down
- aggregate_key
- aggregate_index
- agg_vec
- is_aggregated
- title: Accuracy evaluation
desc: >
Functionality for evaluating model performance
contents:
- accuracy.mdl_df
- ME
- MSE
- RMSE
- MAE
- MPE
- MAPE
- MAAPE
- MASE
- ACF1
- winkler_score
- percentile_score
- MDA
- MDV
- MDPV
- skill_score
- title: Methods
desc: >
The fabletools package facilitates the handling of key structures for these generics.
contents:
- forecast
- model
- report
- stream
- outliers
- model_sum
- forecast.mdl_df
- 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
- estimate
- response
- scenarios
- hypothesize.mdl_df
- is_model
- title: Features
desc: >
Functions for using and defining features across a dataset.
contents:
- features
- feature_set
- register_feature
- title: Transformations
desc: >
Commonly used transformation functions.
contents:
- box_cox
- inv_box_cox
- new_transformation
- 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
- title: Extension package helpers
desc: >
Functions provided to help develop extension packages.
contents:
- special_xreg
- new_specials
- new_model_class
- model_lhs
- model_rhs
- common_periods
- common_xregs