huggingface/time-series-transformer-tourism-monthly

Model

31

stars

11

commits

24

repos using this model

May 24, 2025

updated

endpoints_compatible
pytorch
safetensors
time-series-forecasting
time_series_transformer
transformers

README

Time Series Transformer (trained on monash_tsf/tourism-monthly)

Time Series Transformer model trained on the tourism-monthly dataset for 30 epochs.

Model description

The Time Series Transformer is a vanilla encoder-decoder Transformer for time-series forecasting. The model is trained in the same way as one trains a Transformer for machine translation. At inference time, the model autoregressively generates samples, one time step at a time.

Usage

We refer to the documentation regarding usage.

Contributors

nielsr

6 commits

kashif

2 commits

ydshieh

2 commits

SFconvertbot

1 commits

huggingface/time-series-transformer-tourism-monthly

Model

31

stars

11

commits

24

repos using this model

May 24, 2025

updated

endpoints_compatible
pytorch
safetensors
time-series-forecasting
time_series_transformer
transformers

README

Time Series Transformer (trained on monash_tsf/tourism-monthly)

Time Series Transformer model trained on the tourism-monthly dataset for 30 epochs.

Model description

The Time Series Transformer is a vanilla encoder-decoder Transformer for time-series forecasting. The model is trained in the same way as one trains a Transformer for machine translation. At inference time, the model autoregressively generates samples, one time step at a time.

Usage

We refer to the documentation regarding usage.

Contributors

nielsr

6 commits

kashif

2 commits

ydshieh

2 commits

SFconvertbot

1 commits