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time-series-transformer-tourism-monthly
huggingface/time-series-transformer-tourism-monthly
time-series-transformer-tourism-monthly is a time series forecasting model from huggingface. Use it for the time series forecasting task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
Time Series Transformer model trained on the tourism-monthly dataset for 30 epochs.
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At a glance
- Task
- Time Series Forecasting
- Library
- transformers
- License
- mit
- Model type
- time_series_transformer
- Access
- Public
- Created
- Sep 26, 2022
- Updated
- May 24, 2025
- SHA
- 2a40ad41
Datasets
Model card
From the Hugging Face model 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.
- Task
- Time Series Forecasting
- Library
- transformers
- Type
- time_series_transformer
- License
- mit
- Created
- Sep 26, 2022
- Updated
- May 24, 2025