End-to-end time-series

An end-to-end tutorial to train a time-series model.

• Time-series forecasting with DLinear
  • Acknowledgements
• Distributed training of a DLinear time-series model
• Anatomy of a Ray Train job
  • The train configuration
  • Configuring persistent storage
  • Set up a training function
  • Set up the scaling config
  • Checkpointing configuration
  • Datasets