readme: ---
  license: mit
  datasets:
  - monash_tsf
  ---
  
  # 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](https://huggingface.co/transformers/main/model_doc/time_series_transformer.html) regarding usage.