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modeltime.gluonts

'GluonTS' Deep Learning

Use the 'GluonTS' deep learning library inside of 'modeltime'. Available models include 'DeepAR', 'N-BEATS', and 'N-BEATS' Ensemble. Refer to "GluonTS - Probabilistic Time Series Modeling" (<https://ts.gluon.ai/index.html>).

Functions (14)

as_pandas_timestamp

Convert R Date or POSIXt to Pandas Timestamp

deep_ar

General Interface for DeepAR Time Series Models

deepar_fit_impl

GluonTS DeepAR Modeling Function (Bridge)

deepar_predict_impl

Bridge prediction Function for DeepAR Models

install_gluonts

Install GluonTS

nbeats

General Interface for N-BEATS Time Series Models

nbeats_ensemble_fit_impl

GluonTS N-BEATS ENSEMBLE Modeling Function (Bridge)

nbeats_ensemble_predict_impl

Bridge prediction Function for N-BEATS ENSEMBLE Models

nbeats_fit_impl

GluonTS N-BEATS Modeling Function (Bridge)

nbeats_predict_impl

Bridge prediction Function for N-BEATS Models

pipe

Pipe operator

save_gluonts_model

Saving and Loading GluonTS Models

tidyeval

Tidy eval helpers

to_gluon_list_dataset

Convert a data frame to a GluonTS ListDataset

modeltime.gluonts

'GluonTS' Deep Learning

v0.1.0

MIT + file LICENSE

Authors

Matt Dancho [aut, cre], Business Science [cph]

Initial release

modeltime.gluonts

Functions (14)

modeltime.gluonts

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